<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Analytics & AI Strategy by Tomorrow Marketers: Scaling with AI, Data & Systems]]></title><description><![CDATA[Chia sẻ góc nhìn về cách doanh nghiệp tăng trưởng bằng AI, dữ liệu và hệ thống vận hành cho founders, managers và C-level leaders.]]></description><link>https://analytics.tomorrowmarketers.org/s/scaling-with-ai-data</link><image><url>https://substackcdn.com/image/fetch/$s_!bIpf!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62f9d148-f921-408f-80b2-0ab3427701d1_960x960.png</url><title>Analytics &amp; AI Strategy by Tomorrow Marketers: Scaling with AI, Data &amp; Systems</title><link>https://analytics.tomorrowmarketers.org/s/scaling-with-ai-data</link></image><generator>Substack</generator><lastBuildDate>Thu, 14 May 2026 10:20:21 GMT</lastBuildDate><atom:link href="https://analytics.tomorrowmarketers.org/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Analytics & AI Strategy by Tomorrow Marketers]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[insightouch@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[insightouch@substack.com]]></itunes:email><itunes:name><![CDATA[Joey]]></itunes:name></itunes:owner><itunes:author><![CDATA[Joey]]></itunes:author><googleplay:owner><![CDATA[insightouch@substack.com]]></googleplay:owner><googleplay:email><![CDATA[insightouch@substack.com]]></googleplay:email><googleplay:author><![CDATA[Joey]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Lead tăng 30%, revenue chỉ tăng 5% - khoảng chênh đó đang nằm ở đâu?]]></title><description><![CDATA[Sales n&#243;i lead th&#225;ng n&#224;y k&#233;m ch&#7845;t l&#432;&#7907;ng h&#417;n. Marketing n&#243;i s&#7889; lead &#273;&#227; &#273;&#7911;, Sales kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c th&#244;i. C&#7843; hai &#273;&#7873;u &#273;&#250;ng theo c&#225;ch c&#7911;a m&#236;nh, nh&#432;ng kh&#244;ng ai bi&#7871;t v&#7845;n &#273;&#7873; th&#7921;c s&#7921; &#273;ang n&#7857;m &#7903; &#273;&#226;u]]></description><link>https://analytics.tomorrowmarketers.org/p/lead-tang-30-revenue-chi-tang-5-khoang</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/lead-tang-30-revenue-chi-tang-5-khoang</guid><dc:creator><![CDATA[Hoàng Cẩm Tú (Zoe)]]></dc:creator><pubDate>Thu, 14 May 2026 07:10:04 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!DZue!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Th&#225;ng v&#7915;a r&#7891;i lead v&#7873; nhi&#7873;u h&#417;n 30% so v&#7899;i th&#225;ng tr&#432;&#7899;c. Team Marketing ph&#7845;n kh&#7903;i. Nh&#432;ng cu&#7889;i th&#225;ng, doanh thu ch&#7881; t&#259;ng 5%. </p><p>Sales n&#243;i lead th&#225;ng n&#224;y k&#233;m ch&#7845;t l&#432;&#7907;ng h&#417;n. Marketing n&#243;i s&#7889; lead &#273;&#227; &#273;&#7911;, Sales kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c th&#244;i. Founder ng&#7891;i gi&#7919;a, kh&#244;ng bi&#7871;t ai &#273;&#250;ng, kh&#244;ng bi&#7871;t ph&#7843;i tin v&#224;o con s&#7889; n&#224;o.</p><p>Th&#7921;c ra c&#7843; hai &#273;&#7873;u kh&#244;ng sai v&#224; &#273;&#243; ch&#237;nh x&#225;c l&#224; v&#7845;n &#273;&#7873;.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://analytics.tomorrowmarketers.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Analytics &amp; AI Strategy by Tomorrow Marketers! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2>Lead v&#224; revenue kh&#244;ng ph&#7843;i &#273;&#432;&#7901;ng th&#7859;ng</h2><p>H&#7847;u h&#7871;t founder &#273;ang nh&#236;n v&#224;o hai con s&#7889;: lead &#273;&#7847;u v&#224;o v&#224; doanh thu &#273;&#7847;u ra. Khi hai con s&#7889; kh&#244;ng &#273;i c&#249;ng nhau, k&#7871;t lu&#7853;n t&#7921; nhi&#234;n l&#224; ho&#7863;c &#273;&#7847;u v&#224;o c&#243; v&#7845;n &#273;&#7873; (lead k&#233;m ch&#7845;t l&#432;&#7907;ng) ho&#7863;c &#273;&#7847;u ra c&#243; v&#7845;n &#273;&#7873; (Sales kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c). Marketing v&#224; Sales m&#7895;i b&#234;n gi&#7919; m&#7897;t con s&#7889;, m&#7895;i b&#234;n c&#243; l&#253; v&#224; kh&#244;ng ai nh&#236;n v&#224;o kho&#7843;ng gi&#7919;a.</p><p>T&#7915; lead &#273;&#7871;n revenue l&#224; c&#7843; m&#7897;t chu&#7895;i b&#432;&#7899;c: lead v&#224;o &#8594; &#273;&#432;&#7907;c ti&#7871;p nh&#7853;n &#8594; &#273;&#432;&#7907;c s&#224;ng l&#7885;c &#8594; &#273;&#432;&#7907;c nu&#244;i d&#432;&#7905;ng &#8594; &#273;&#432;&#7907;c t&#432; v&#7845;n &#8594; &#273;&#432;&#7907;c ch&#7889;t. M&#7895;i b&#432;&#7899;c &#273;&#243; c&#243; m&#7897;t t&#7927; l&#7879; chuy&#7875;n &#273;&#7893;i ri&#234;ng bi&#7879;t, v&#224; c&#243; th&#7875; ch&#237;nh l&#224; &#273;i&#7875;m th&#7845;t tho&#225;t.</p><p>Khi kh&#244;ng &#273;o t&#7915;ng b&#432;&#7899;c, kho&#7843;ng ch&#234;nh 30% &#8594; 5% tr&#7903; th&#224;nh m&#7897;t h&#7897;p &#273;en. Marketing &#273;&#7893; l&#7895;i Sales, Sales &#273;&#7893; l&#7895;i Marketing, v&#224; c&#7843; hai &#273;&#7873;u &#273;&#250;ng theo c&#225;ch c&#7911;a m&#236;nh, nh&#432;ng kh&#244;ng ai bi&#7871;t v&#7845;n &#273;&#7873; th&#7921;c s&#7921; &#273;ang n&#7857;m &#7903; &#273;&#226;u trong chu&#7895;i &#273;&#243;.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!DZue!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!DZue!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DZue!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DZue!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DZue!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!DZue!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg" width="800" height="600" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:600,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;60+ of The Best Sales Memes For Salespeople&quot;,&quot;title&quot;:&quot;60+ of The Best Sales Memes For Salespeople&quot;,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="60+ of The Best Sales Memes For Salespeople" title="60+ of The Best Sales Memes For Salespeople" srcset="https://substackcdn.com/image/fetch/$s_!DZue!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 424w, https://substackcdn.com/image/fetch/$s_!DZue!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 848w, https://substackcdn.com/image/fetch/$s_!DZue!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!DZue!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9e9fb44f-c08f-4e2c-acc9-95a3bbc31302_800x600.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Kho&#7843;ng ch&#234;nh th&#432;&#7901;ng kh&#244;ng n&#7857;m &#7903; ch&#7895; b&#7841;n &#273;ang t&#236;m</h2><p>Trong ph&#7847;n l&#7899;n tr&#432;&#7901;ng h&#7907;p, th&#7845;t tho&#225;t kh&#244;ng x&#7843;y ra &#7903; &#273;&#7847;u (volume lead) hay cu&#7889;i (kh&#7843; n&#259;ng ch&#7889;t c&#7911;a Sales) m&#224; &#7903; gi&#7919;a, t&#7841;i nh&#7919;ng b&#432;&#7899;c kh&#244;ng ai &#273;ang theo d&#245;i. Ba &#273;i&#7875;m r&#417;i ph&#7893; bi&#7871;n nh&#7845;t:</p><p><strong>Ti&#7871;p nh&#7853;n v&#224; ph&#226;n lo&#7841;i</strong>: Lead v&#7873; nh&#432;ng kh&#244;ng &#273;&#432;&#7907;c x&#7917; l&#253; k&#7883;p th&#7901;i. Kh&#244;ng c&#243; SLA r&#245; r&#224;ng ai nh&#7853;n trong bao l&#226;u, kh&#244;ng c&#243; ti&#234;u ch&#237; th&#7889;ng nh&#7845;t &#273;&#7875; ph&#226;n lo&#7841;i lead n&#224;o chuy&#7875;n t&#432; v&#7845;n ngay, lead n&#224;o c&#7847;n th&#234;m th&#7901;i gian. Sales nh&#7853;n h&#7871;t r&#7891;i t&#7921; quy&#7871;t theo c&#7843;m t&#237;nh - lead &#8220;d&#7877;&#8221; &#273;&#432;&#7907;c theo &#273;u&#7893;i, lead &#8220;kh&#243;&#8221; b&#7883; b&#7887; qua d&#249; c&#243; nhu c&#7847;u th&#7921;c. Kh&#244;ng ai bi&#7871;t bao nhi&#234;u lead &#273;&#227; r&#417;i &#7903; b&#432;&#7899;c n&#224;y v&#236; kh&#244;ng c&#243; g&#236; &#273;&#7875; &#273;o.</p><p><strong>Nurturing lead ch&#432;a s&#7861;n s&#224;ng</strong>: Kh&#244;ng ph&#7843;i m&#7885;i lead &#273;&#7873;u s&#7861;n s&#224;ng mua ngay khi &#273;i&#7873;n form. Nh&#7919;ng lead n&#224;y c&#7847;n &#273;&#432;&#7907;c nu&#244;i d&#432;&#7905;ng trong ph&#7877;u, &#273;&#432;&#7907;c ti&#7871;p c&#7853;n nh&#7919;ng n&#7897;i dung ph&#249; h&#7907;p v&#224;o &#273;&#250;ng th&#7901;i &#273;i&#7875;m - cho &#273;&#7871;n khi h&#7885; s&#7861;n s&#224;ng ra quy&#7871;t &#273;&#7883;nh. Khi kh&#244;ng c&#243; h&#7879; th&#7889;ng nurture, to&#224;n b&#7897; nh&#243;m n&#224;y b&#7883; b&#7887; m&#7863;c sau l&#7847;n ti&#7871;p x&#250;c &#273;&#7847;u ti&#234;n, ngu&#7897;i d&#7847;n r&#7891;i bi&#7871;n m&#7845;t. </p><p><strong>M&#7845;t lead &#7903; b&#432;&#7899;c ch&#7889;t</strong>: Lead &#273;&#227; qua t&#432; v&#7845;n nh&#432;ng kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c. L&#253; do th&#432;&#7901;ng g&#7863;p: kh&#244;ng x&#7917; l&#253; &#273;&#432;&#7907;c t&#7915; ch&#7889;i, kh&#244;ng c&#243; quy tr&#236;nh follow-up sau bu&#7893;i t&#432; v&#7845;n, kh&#244;ng bi&#7871;t lead &#273;ang m&#7855;c k&#7865;t &#7903; &#273;&#226;u trong qu&#225; tr&#236;nh ra quy&#7871;t &#273;&#7883;nh. &#8220;&#272;&#227; t&#432; v&#7845;n r&#7891;i, kh&#225;ch v&#7851;n kh&#244;ng ch&#7889;t th&#236; ch&#7883;u&#8221; l&#224; c&#225;ch m&#224; ph&#7847;n l&#7899;n c&#244;ng ty &#273;ang x&#7917; l&#253;, nh&#432;ng t&#7927; l&#7879; recover &#7903; b&#432;&#7899;c n&#224;y c&#243; th&#7875; cao &#273;&#225;ng k&#7875; n&#7871;u c&#243; &#273;&#250;ng process.</p><h2>Khi bi&#7871;t kho&#7843;ng ch&#234;nh n&#7857;m &#7903; &#273;&#226;u, b&#224;i to&#225;n thay &#273;&#7893;i ho&#224;n to&#224;n</h2><p>C&#226;u h&#7887;i kh&#244;ng c&#242;n l&#224; <em>&#8220;l&#224;m sao &#273;&#7875; c&#243; th&#234;m lead?&#8221;</em> m&#224; l&#224; <em>&#8220;lead &#273;ang r&#417;i &#7903; b&#432;&#7899;c n&#224;o v&#224; t&#7841;i sao?&#8221;</em> Hai c&#226;u h&#7887;i &#273;&#243; d&#7851;n &#273;&#7871;n hai h&#432;&#7899;ng &#273;&#7847;u t&#432; ho&#224;n to&#224;n kh&#225;c nhau.</p><p>T&#259;ng lead volume m&#224; kh&#244;ng fix &#273;i&#7875;m r&#417;i th&#236; ch&#7881; &#273;&#432;a th&#234;m ng&#432;&#7901;i v&#224;o m&#7897;t ph&#7877;u &#273;ang th&#7845;t tho&#225;t - chi ph&#237; t&#259;ng nh&#432;ng t&#7927; l&#7879; k&#7871;t qu&#7843; kh&#244;ng &#273;&#7893;i. Fix &#273;i&#7875;m r&#417;i tr&#432;&#7899;c th&#236; c&#249;ng l&#432;&#7907;ng lead &#273;&#7847;u v&#224;o c&#243; th&#7875; t&#7841;o ra revenue cao h&#417;n &#273;&#225;ng k&#7875;, kh&#244;ng c&#7847;n th&#234;m m&#7897;t &#273;&#7891;ng ng&#226;n s&#225;ch ads n&#224;o.</p><div class="digest-post-embed" data-attrs="{&quot;nodeId&quot;:&quot;cfbafd34-e969-4d8b-9873-a400cb4e264f&quot;,&quot;caption&quot;:&quot;Marketing ch&#7841;y ads, lead v&#7873; kh&#244;ng &#237;t. Sales c&#361;ng kh&#244;ng r&#7843;nh r&#7895;i g&#7885;i kh&#225;ch, g&#7917;i b&#225;o gi&#225;, ch&#7889;t &#273;&#432;&#7907;c m&#7897;t s&#7889; deal. Nh&#432;ng &#273;&#7871;n cu&#7889;i th&#225;ng, nh&#236;n v&#224;o con s&#7889; doanh thu, v&#7851;n kh&#244;ng &#273;&#7841;t m&#7909;c ti&#234;u. L&#7847;n th&#7913; ba li&#234;n ti&#7871;p.&quot;,&quot;cta&quot;:&quot;Read full story&quot;,&quot;showBylines&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;T&#7841;i sao &#273;&#7893; th&#234;m ti&#7873;n ads kh&#244;ng gi&#7843;i quy&#7871;t &#273;&#432;&#7907;c v&#7845;n &#273;&#7873; doanh thu&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:230424308,&quot;name&quot;:&quot;Ho&#224;ng C&#7849;m T&#250; (Zoe)&quot;,&quot;bio&quot;:&quot;Growth Manager @Tomorrow Marketers | Data &amp; AI Enthusiast | Aspiring Data-driven Strategist | Sharing My Journey &amp; Helping Marketers Apply Data &amp; AI to Solve Business Challenges &amp; Grow Careers&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/766db737-e4e2-44ae-85c7-2bb863a41914_952x952.jpeg&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-05-13T16:29:52.251Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!s0OG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://analytics.tomorrowmarketers.org/p/tai-sao-o-them-tien-ads-khong-giai&quot;,&quot;section_name&quot;:&quot;Scaling with AI, Data &amp; Systems&quot;,&quot;video_upload_id&quot;:null,&quot;id&quot;:197490744,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:0,&quot;comment_count&quot;:0,&quot;publication_id&quot;:3012685,&quot;publication_name&quot;:&quot;Analytics &amp; AI Strategy by Tomorrow Marketers&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!bIpf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62f9d148-f921-408f-80b2-0ab3427701d1_960x960.png&quot;,&quot;belowTheFold&quot;:true,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}"></div><p>Kho&#7843;ng ch&#234;nh gi&#7919;a lead v&#224; revenue c&#7911;a b&#7841;n kh&#244;ng ph&#7843;i do Marketing hay Sales l&#224;m vi&#7879;c kh&#244;ng t&#7889;t. N&#243; n&#7857;m &#7903; nh&#7919;ng b&#432;&#7899;c &#7903; gi&#7919;a m&#224; ch&#432;a &#273;&#432;&#7907;c thi&#7871;t k&#7871;, &#273;o l&#432;&#7901;ng v&#224; t&#7889;i &#432;u. &#272;&#243; l&#224; th&#7913; &#273;&#225;ng &#273;&#7847;u t&#432; v&#224;o tr&#432;&#7899;c khi quy&#7871;t &#273;&#7883;nh t&#259;ng th&#234;m b&#7845;t c&#7913; th&#7913; g&#236;.</p><div><hr></div><p>Kh&#243;a <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=mkt-sale-danh-nhau">AI Marketing &amp; Sales System</a> c&#7911;a Tomorrow Marketers &#273;&#432;&#7907;c x&#226;y d&#7921;ng &#273;&#7875; gi&#250;p b&#7841;n l&#224;m &#273;&#250;ng &#273;i&#7873;u &#273;&#243; - t&#236;m ra &#273;i&#7875;m r&#417;i trong ph&#7877;u c&#7911;a m&#236;nh v&#224; x&#226;y t&#7915;ng b&#432;&#7899;c &#273;&#7875; lead kh&#244;ng th&#7845;t tho&#225;t gi&#7919;a ch&#7915;ng.</p><p>Ch&#432;&#417;ng tr&#236;nh &#273;i s&#226;u v&#224;o c&#225;c m&#7855;t x&#237;ch chuy&#7875;n &#273;&#7893;i:</p><ul><li><p><strong>H&#7879; th&#7889;ng ti&#7871;p nh&#7853;n &amp; ph&#226;n lo&#7841;i lead</strong>: SLA, ti&#234;u ch&#237; s&#224;ng l&#7885;c v&#224; rule ph&#226;n b&#7893; r&#245; r&#224;ng. Lead kh&#244;ng b&#7883; r&#417;i &#7903; b&#432;&#7899;c &#273;&#7847;u ti&#234;n v&#236; thi&#7871;u quy tr&#236;nh hay thi&#7871;u ng&#432;&#7901;i ch&#7883;u tr&#225;ch nhi&#7879;m.</p></li><li><p><strong>Nurturing workflow cho lead ch&#432;a s&#7861;n s&#224;ng</strong>:C&#417; ch&#7871; gi&#7919; lead &#7903; l&#7841;i ph&#7877;u v&#7899;i n&#7897;i dung &#273;&#250;ng v&#224; t&#237;n hi&#7879;u k&#237;ch ho&#7841;t r&#245; r&#224;ng, thay v&#236; b&#7883; b&#7887; m&#7863;c sau l&#7847;n ti&#7871;p x&#250;c &#273;&#7847;u.</p></li><li><p><strong>Pipeline ch&#7889;t deal chu&#7849;n h&#243;a</strong>: Quy tr&#236;nh follow-up, x&#7917; l&#253; objection, v&#224; tracking l&#253; do m&#7845;t deal &#273;&#7875; bi&#7871;t c&#7847;n t&#7889;i &#432;u &#7903; &#273;&#226;u.</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!KCFk!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!KCFk!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!KCFk!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 848w, https://substackcdn.com/image/fetch/$s_!KCFk!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 1272w, 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srcset="https://substackcdn.com/image/fetch/$s_!KCFk!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!KCFk!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 848w, https://substackcdn.com/image/fetch/$s_!KCFk!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 1272w, https://substackcdn.com/image/fetch/$s_!KCFk!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba1b0305-894d-4119-80da-70651c578651_1150x670.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=mkt-sale-danh-nhau&quot;,&quot;text&quot;:&quot;Xem chi ti&#7871;t v&#224; nh&#7853;n t&#432; v&#7845;n t&#7841;i &#273;&#226;y&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=mkt-sale-danh-nhau"><span>Xem chi ti&#7871;t v&#224; nh&#7853;n t&#432; v&#7845;n t&#7841;i &#273;&#226;y</span></a></p>]]></content:encoded></item><item><title><![CDATA[Doanh thu tháng tốt tháng xấu không phải do may rủi - đây là lý do thực sự]]></title><description><![CDATA[Khi revenue l&#234;n xu&#7889;ng theo ki&#7875;u kh&#244;ng gi&#7843;i th&#237;ch &#273;&#432;&#7907;c, ph&#7843;n &#7913;ng t&#7921; nhi&#234;n c&#7911;a h&#7847;u h&#7871;t founder l&#224; l&#224;m nhi&#7873;u h&#417;n: ch&#7841;y th&#234;m ads, tuy&#7875;n th&#234;m Sales, y&#234;u c&#7847;u team b&#225;o c&#225;o nhi&#7873;u h&#417;n, h&#7885;p nhi&#7873;u h&#417;n. Ch&#259;m h&#417;n.]]></description><link>https://analytics.tomorrowmarketers.org/p/doanh-thu-thang-tot-thang-xau</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/doanh-thu-thang-tot-thang-xau</guid><dc:creator><![CDATA[Hoàng Cẩm Tú (Zoe)]]></dc:creator><pubDate>Thu, 14 May 2026 04:06:27 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/2e729214-1768-4b77-a782-8881a71b7f61_375x231.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Th&#225;ng 3 b&#7841;n &#273;&#7841;t 120% target. Team ph&#7845;n kh&#7903;i, m&#7885;i ng&#432;&#7901;i &#259;n m&#7915;ng. Th&#225;ng 4 revenue v&#7873; ch&#7881; 70%. Sales n&#243;i lead k&#233;m ch&#7845;t l&#432;&#7907;ng, Marketing n&#243;i Sales kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c, founder ng&#7891;i gi&#7919;a kh&#244;ng bi&#7871;t ai &#273;&#250;ng. Th&#225;ng 5 ph&#7909;c h&#7891;i l&#234;n 95%, ch&#7859;ng ai hi&#7875;u t&#7841;i sao th&#225;ng 4 t&#7879;, c&#361;ng kh&#244;ng bi&#7871;t th&#225;ng 5 t&#7889;t h&#417;n v&#236; l&#253; do g&#236;.</p><p>Cycle &#273;&#243; c&#7913; l&#7863;p. V&#224; c&#226;u gi&#7843;i th&#237;ch ph&#7893; bi&#7871;n nh&#7845;t l&#224;: &#8220;Ch&#7855;c do m&#249;a v&#7909;. Ch&#7855;c do th&#7883; tr&#432;&#7901;ng kh&#243;. Th&#225;ng &#273;&#243; &#273;&#7889;i th&#7911; ch&#7841;y m&#7841;nh qu&#225;.&#8221;</p><p>Nh&#7919;ng l&#253; do &#273;&#243; kh&#244;ng sai, nh&#432;ng kh&#244;ng ph&#7843;i l&#253; do ch&#237;nh.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://analytics.tomorrowmarketers.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Analytics &amp; AI Strategy by Tomorrow Marketers! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2>Doanh thu kh&#244;ng &#7893;n &#273;&#7883;nh l&#224; tri&#7879;u ch&#7913;ng, kh&#244;ng ph&#7843;i b&#7879;nh</h2><p>Khi revenue l&#234;n xu&#7889;ng theo ki&#7875;u kh&#244;ng gi&#7843;i th&#237;ch &#273;&#432;&#7907;c, ph&#7843;n &#7913;ng t&#7921; nhi&#234;n c&#7911;a h&#7847;u h&#7871;t founder l&#224; l&#224;m nhi&#7873;u h&#417;n: ch&#7841;y th&#234;m ads, tuy&#7875;n th&#234;m Sales, y&#234;u c&#7847;u team b&#225;o c&#225;o nhi&#7873;u h&#417;n, h&#7885;p nhi&#7873;u h&#417;n. Ch&#259;m h&#417;n.</p><p>V&#7845;n &#273;&#7873; l&#224; ch&#259;m h&#417;n kh&#244;ng gi&#7843;i quy&#7871;t &#273;&#432;&#7907;c s&#7921; kh&#244;ng &#7893;n &#273;&#7883;nh v&#236; ch&#259;m h&#417;n kh&#244;ng ph&#7843;i nguy&#234;n nh&#226;n c&#7911;a v&#7845;n &#273;&#7873;.</p><p>Nh&#236;n l&#7841;i nh&#7919;ng th&#225;ng t&#7889;t v&#224; th&#225;ng x&#7845;u c&#7911;a b&#7841;n: kh&#244;ng ph&#7843;i th&#225;ng t&#7889;t th&#236; team l&#224;m vi&#7879;c 150% c&#244;ng su&#7845;t c&#242;n th&#225;ng x&#7845;u h&#7885; &#273;&#7897;t ng&#7897;t l&#432;&#7901;i bi&#7871;ng. Team v&#7851;n v&#7853;y. Effort v&#7851;n &#273;&#243;. Nh&#432;ng k&#7871;t qu&#7843; thay &#273;&#7893;i v&#236; k&#7871;t qu&#7843; &#273;ang b&#7883; &#273;i&#7873;u khi&#7875;n b&#7903;i nh&#7919;ng th&#7913; n&#7857;m ngo&#224;i effort: ai g&#7863;p kh&#225;ch &#273;&#243;, ng&#224;y n&#224;o lead v&#7873;, mood c&#7911;a Sales h&#244;m nay t&#7889;t kh&#244;ng, th&#225;ng n&#224;y c&#243; s&#7921; ki&#7879;n n&#224;o k&#233;o attention kh&#244;ng.</p><div class="digest-post-embed" data-attrs="{&quot;nodeId&quot;:&quot;cc8eea67-4f22-4c56-9bf5-7364c95a8497&quot;,&quot;caption&quot;:&quot;Nhi&#7873;u doanh nghi&#7879;p khi doanh thu kh&#244;ng &#273;&#7841;t k&#7923; v&#7885;ng th&#432;&#7901;ng ph&#7843;n &#7913;ng theo c&#249;ng m&#7897;t c&#225;ch: tuy&#7875;n th&#234;m nh&#226;n s&#7921; b&#225;n h&#224;ng.&quot;,&quot;cta&quot;:&quot;Read full story&quot;,&quot;showBylines&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;V&#236; sao doanh nghi&#7879;p ch&#432;a c&#243; h&#7879; th&#7889;ng th&#236; tuy&#7875;n th&#234;m Sales ch&#7881; l&#224;m t&#236;nh h&#236;nh t&#7879; h&#417;n?&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:266108789,&quot;name&quot;:&quot;Analytics &amp; AI Strategy&quot;,&quot;bio&quot;:&quot;Use data and AI to grow faster &amp; decide better&quot;,&quot;photo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!35Cf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b2707b7-5a9d-44bf-a921-5dc69d4c40e9_225x225.jpeg&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-05-06T10:14:21.064Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!VT9O!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://analytics.tomorrowmarketers.org/p/vi-sao-doanh-nghiep-chua-co-he-thong&quot;,&quot;section_name&quot;:&quot;Scaling with AI, Data &amp; Systems&quot;,&quot;video_upload_id&quot;:null,&quot;id&quot;:196635345,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:1,&quot;comment_count&quot;:0,&quot;publication_id&quot;:3012685,&quot;publication_name&quot;:&quot;Analytics &amp; AI Strategy by Tomorrow Marketers&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!bIpf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62f9d148-f921-408f-80b2-0ab3427701d1_960x960.png&quot;,&quot;belowTheFold&quot;:false,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}"></div><p>Khi k&#7871;t qu&#7843; ph&#7909; thu&#7897;c v&#224;o nh&#7919;ng th&#7913; kh&#244;ng ki&#7875;m so&#225;t &#273;&#432;&#7907;c, d&#249; c&#7889; g&#7855;ng th&#234;m bao nhi&#234;u, s&#7921; kh&#244;ng &#7893;n &#273;&#7883;nh v&#7851;n &#7903; &#273;&#243;. &#272;&#226;y l&#224; s&#7921; kh&#225;c bi&#7879;t gi&#7919;a hai lo&#7841;i c&#244;ng ty: m&#7897;t b&#234;n &#273;ang ch&#7841;y tr&#234;n effort, m&#7897;t b&#234;n &#273;ang ch&#7841;y tr&#234;n h&#7879; th&#7889;ng.</p><h2>D&#7845;u hi&#7879;u b&#7841;n &#273;ang ch&#7841;y tr&#234;n effort</h2><p>C&#244;ng ty ch&#7841;y tr&#234;n effort c&#243; m&#7897;t pattern d&#7877; nh&#7853;n ra: m&#7885;i k&#7871;t qu&#7843; ph&#7909; thu&#7897;c v&#224;o con ng&#432;&#7901;i v&#224; &#273;i&#7873;u ki&#7879;n c&#7909; th&#7875; c&#7911;a th&#225;ng &#273;&#243;.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!s5rf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!s5rf!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 424w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 848w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!s5rf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg" width="375" height="231" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:231,&quot;width&quot;:375,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;I grew my clients revenue by 55%.&quot;,&quot;title&quot;:&quot;I grew my clients revenue by 55%.&quot;,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="I grew my clients revenue by 55%." title="I grew my clients revenue by 55%." srcset="https://substackcdn.com/image/fetch/$s_!s5rf!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 424w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 848w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!s5rf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffcad1b28-3b1d-4640-96a5-458c87ad9bc4_375x231.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p>Th&#225;ng n&#224;o key Sales &#273;ang c&#243; &#273;&#7897;ng l&#7921;c v&#224; g&#7863;p &#273;&#250;ng t&#7879;p kh&#225;ch &#8594; doanh thu t&#7889;t. Th&#225;ng n&#224;o lead v&#7873; &#237;t h&#417;n b&#236;nh th&#432;&#7901;ng, Sales &#273;ang m&#7879;t, ho&#7863;c c&#243; v&#224;i deal l&#7899;n b&#7883; delay &#8594; revenue h&#7909;t. Kh&#244;ng ai trong c&#244;ng ty c&#243; th&#7875; n&#243;i tr&#432;&#7899;c th&#225;ng t&#7899;i s&#7869; v&#7873; bao nhi&#234;u, s&#7889; forecast ch&#7881; l&#224; &#432;&#7899;c t&#237;nh d&#7921;a tr&#234;n c&#7843;m gi&#225;c.</p><p>Marketing ch&#7841;y campaign, lead v&#7873;. Sales nh&#7853;n lead, t&#7921; x&#7917; theo c&#225;ch c&#7911;a m&#7895;i ng&#432;&#7901;i. Kh&#244;ng c&#243; ti&#234;u ch&#237; th&#7889;ng nh&#7845;t &#273;&#7875; s&#224;ng l&#7885;c lead n&#224;o &#273;&#225;ng theo &#273;u&#7893;i, kh&#244;ng c&#243; quy tr&#236;nh r&#245; r&#224;ng ai nh&#7853;n trong bao l&#226;u, kh&#244;ng c&#243; pipeline stage &#273;&#432;&#7907;c &#273;&#7883;nh ngh&#297;a c&#7909; th&#7875;. M&#7895;i Sales c&#243; c&#225;ch l&#224;m ri&#234;ng, m&#7895;i th&#225;ng ra m&#7897;t con s&#7889; kh&#225;c nhau, v&#224; kh&#244;ng ai bi&#7871;t t&#7841;i sao, k&#7875; c&#7843; founder.</p><p>Khi th&#225;ng t&#7889;t, kh&#244;ng ai ph&#226;n t&#237;ch t&#7841;i sao. Khi th&#225;ng x&#7845;u, kh&#244;ng ai gi&#7843;i th&#237;ch &#273;&#432;&#7907;c, n&#234;n &#273;&#7893; cho th&#7883; tr&#432;&#7901;ng, cho &#273;&#7889;i th&#7911;, cho ch&#7845;t l&#432;&#7907;ng lead. V&#242;ng l&#7863;p &#273;&#243; kh&#244;ng k&#7871;t th&#250;c ch&#7881; b&#7857;ng c&#225;ch l&#224;m vi&#7879;c ch&#259;m h&#417;n, v&#236; ch&#259;m h&#417;n kh&#244;ng t&#7841;o ra h&#7879; th&#7889;ng. N&#243; ch&#7881; b&#417;m th&#234;m effort v&#224;o m&#7897;t c&#7895; m&#225;y kh&#244;ng &#7893;n &#273;&#7883;nh.</p><div class="digest-post-embed" data-attrs="{&quot;nodeId&quot;:&quot;80ba7d55-0b04-425f-939c-cee3027d0bad&quot;,&quot;caption&quot;:&quot;Marketing ch&#7841;y ads, lead v&#7873; kh&#244;ng &#237;t. Sales c&#361;ng kh&#244;ng r&#7843;nh r&#7895;i g&#7885;i kh&#225;ch, g&#7917;i b&#225;o gi&#225;, ch&#7889;t &#273;&#432;&#7907;c m&#7897;t s&#7889; deal. Nh&#432;ng &#273;&#7871;n cu&#7889;i th&#225;ng, nh&#236;n v&#224;o con s&#7889; doanh thu, v&#7851;n kh&#244;ng &#273;&#7841;t m&#7909;c ti&#234;u. L&#7847;n th&#7913; ba li&#234;n ti&#7871;p.&quot;,&quot;cta&quot;:&quot;Read full story&quot;,&quot;showBylines&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;T&#7841;i sao &#273;&#7893; th&#234;m ti&#7873;n ads kh&#244;ng gi&#7843;i quy&#7871;t &#273;&#432;&#7907;c v&#7845;n &#273;&#7873; doanh thu&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:230424308,&quot;name&quot;:&quot;Ho&#224;ng C&#7849;m T&#250; (Zoe)&quot;,&quot;bio&quot;:&quot;Growth Manager @Tomorrow Marketers | Data &amp; AI Enthusiast | Aspiring Data-driven Strategist | Sharing My Journey &amp; Helping Marketers Apply Data &amp; AI to Solve Business Challenges &amp; Grow Careers&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/766db737-e4e2-44ae-85c7-2bb863a41914_952x952.jpeg&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-05-13T16:29:52.251Z&quot;,&quot;cover_image&quot;:&quot;https://substackcdn.com/image/fetch/$s_!s0OG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://analytics.tomorrowmarketers.org/p/tai-sao-o-them-tien-ads-khong-giai&quot;,&quot;section_name&quot;:&quot;Scaling with AI, Data &amp; Systems&quot;,&quot;video_upload_id&quot;:null,&quot;id&quot;:197490744,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:0,&quot;comment_count&quot;:0,&quot;publication_id&quot;:3012685,&quot;publication_name&quot;:&quot;Analytics &amp; AI Strategy by Tomorrow Marketers&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!bIpf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62f9d148-f921-408f-80b2-0ab3427701d1_960x960.png&quot;,&quot;belowTheFold&quot;:true,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}"></div><p>&#272;&#226;y kh&#244;ng ph&#7843;i l&#7895;i c&#7911;a team, m&#224; l&#224; c&#244;ng ty ch&#432;a c&#243; h&#7879; th&#7889;ng &#273;&#7875; k&#7871;t qu&#7843; kh&#244;ng ph&#7909; thu&#7897;c v&#224;o &#273;i&#7873;u ki&#7879;n c&#7911;a t&#7915;ng th&#225;ng.</p><p><em>(L&#432;u &#253; l&#224; b&#224;i vi&#7871;t kh&#244;ng n&#243;i r&#7857;ng c&#7889; g&#7855;ng kh&#244;ng quan tr&#7885;ng. Ng&#432;&#7907;c l&#7841;i: effort l&#224; th&#7913; v&#7853;n h&#224;nh h&#7879; th&#7889;ng. Kh&#244;ng c&#243; ng&#432;&#7901;i l&#224;m vi&#7879;c, m&#7885;i quy tr&#236;nh &#273;&#7873;u l&#224; th&#7913; v&#244; d&#7909;ng tr&#234;n gi&#7845;y.)</em></p><h2>C&#244;ng ty c&#243; h&#7879; th&#7889;ng v&#7853;n h&#224;nh nh&#432; th&#7871; n&#224;o</h2><p>C&#244;ng ty c&#243; h&#7879; th&#7889;ng v&#7853;n h&#224;nh theo m&#7897;t logic kh&#225;c: k&#7871;t qu&#7843; &#273;&#432;&#7907;c t&#7841;o ra b&#7903;i process, kh&#244;ng ph&#7909; thu&#7897;c v&#224;o ng&#432;&#7901;i c&#7909; th&#7875; hay &#273;i&#7873;u ki&#7879;n c&#7909; th&#7875; c&#7911;a th&#225;ng &#273;&#243;.</p><p>Lead v&#224;o &#273;&#432;&#7907;c s&#224;ng l&#7885;c theo ti&#234;u ch&#237; th&#7889;ng nh&#7845;t, chuy&#7875;n sang Sales &#273;&#250;ng SLA, &#273;i qua pipeline stage &#273;&#432;&#7907;c &#273;&#7883;nh ngh&#297;a r&#245; r&#224;ng, k&#7871;t qu&#7843; &#273;&#432;&#7907;c ghi nh&#7853;n v&#224; ph&#7843;n h&#7891;i v&#7873; Marketing &#273;&#7875; t&#7889;i &#432;u k&#7923; ti&#7871;p theo. M&#7895;i b&#432;&#7899;c c&#243; output c&#7909; th&#7875;. M&#7895;i ng&#432;&#7901;i bi&#7871;t m&#236;nh c&#7847;n l&#224;m g&#236; &#7903; b&#432;&#7899;c &#273;&#243; - kh&#244;ng ph&#7843;i t&#7921; ngh&#297; ra c&#225;ch l&#224;m m&#7895;i l&#7847;n.</p><p>Khi th&#225;ng x&#7845;u, h&#7885; kh&#244;ng c&#7847;n &#273;o&#225;n. Data trong pipeline cho th&#7845;y ngay lead &#273;ang r&#417;i &#7903; stage n&#224;o: r&#417;i nhi&#7873;u &#7903; b&#432;&#7899;c ti&#7871;p nh&#7853;n th&#236; xem l&#7841;i SLA, r&#417;i &#7903; b&#432;&#7899;c t&#432; v&#7845;n th&#236; xem l&#7841;i c&#225;ch ti&#7871;p c&#7853;n, r&#417;i &#7903; b&#432;&#7899;c ch&#7889;t th&#236; xem l&#7841;i offer v&#224; l&#253; do t&#7915; ch&#7889;i. V&#7845;n &#273;&#7873; &#273;&#432;&#7907;c &#273;&#7883;nh v&#7883; trong h&#7879; th&#7889;ng thay v&#236; &#273;&#7893; cho y&#7871;u t&#7889; b&#234;n ngo&#224;i.</p><p>&#272;i&#7873;u &#273;&#243; kh&#244;ng c&#243; ngh&#297;a l&#224; k&#7871;t qu&#7843; kh&#244;ng bao gi&#7901; bi&#7871;n &#273;&#7897;ng. Th&#7883; tr&#432;&#7901;ng v&#7851;n &#7843;nh h&#432;&#7903;ng, m&#249;a v&#7909; v&#7851;n c&#243; t&#225;c &#273;&#7897;ng. Nh&#432;ng h&#7885; bi&#7871;t bao nhi&#234;u ph&#7847;n tr&#259;m bi&#7871;n &#273;&#7897;ng l&#224; do y&#7871;u t&#7889; ngo&#224;i t&#7847;m ki&#7875;m so&#225;t v&#224; bao nhi&#234;u l&#224; do v&#7845;n &#273;&#7873; trong h&#7879; th&#7889;ng. Hai th&#7913; &#273;&#243; c&#7847;n c&#225;ch x&#7917; l&#253; ho&#224;n to&#224;n kh&#225;c nhau, v&#224; b&#7841;n ch&#7881; ph&#226;n bi&#7879;t &#273;&#432;&#7907;c khi c&#243; h&#7879; th&#7889;ng &#273;&#7875; &#273;o.</p><p>Kh&#243;a h&#7885;c <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=doanh-thu-khong-on-dinh">AI Marketing &amp; Sales System</a> c&#7911;a Tomorrow Marketers s&#7869; gi&#250;p b&#7841;n x&#226;y h&#7879; th&#7889;ng &#273;&#243;:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!CkGX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!CkGX!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 424w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 848w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 1272w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!CkGX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png" width="1456" height="1138" 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srcset="https://substackcdn.com/image/fetch/$s_!CkGX!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 424w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 848w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 1272w, https://substackcdn.com/image/fetch/$s_!CkGX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F30055ec4-9b68-48f0-987a-0554e33768e8_1920x1501.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>T&#7841;i sao &#273;i&#7873;u n&#224;y quan tr&#7885;ng h&#417;n b&#7841;n &#273;ang ngh&#297;</h2><p>Doanh thu kh&#244;ng &#7893;n &#273;&#7883;nh kh&#244;ng ch&#7881; l&#224; b&#224;i to&#225;n t&#224;i ch&#237;nh c&#7911;a t&#7915;ng th&#225;ng. N&#243; l&#224;m m&#7845;t &#273;i kh&#7843; n&#259;ng t&#7921; ch&#7849;n &#273;o&#225;n c&#7911;a c&#244;ng ty. Khi kh&#244;ng bi&#7871;t t&#7841;i sao th&#225;ng t&#7889;t hay th&#225;ng x&#7845;u, b&#7841;n kh&#244;ng th&#7875; nh&#226;n r&#7897;ng c&#225;i &#273;ang ho&#7841;t &#273;&#7897;ng, kh&#244;ng th&#7875; fix c&#225;i &#273;ang sai, v&#224; m&#7885;i quy&#7871;t &#273;&#7883;nh nh&#432; t&#259;ng budget, tuy&#7875;n th&#234;m, thay Sales &#273;&#7873;u l&#224; &#273;&#7863;t c&#432;&#7907;c.</p><p>C&#244;ng ty scale &#273;&#432;&#7907;c kh&#244;ng ph&#7843;i v&#236; team c&#7889; g&#7855;ng th&#234;m. H&#7885; scale &#273;&#432;&#7907;c v&#236; bi&#7871;t bottleneck &#273;ang &#7903; &#273;&#226;u v&#224; c&#7847;n can thi&#7879;p v&#224;o &#273;i&#7875;m n&#224;o &#273;&#7875; t&#7841;o ra k&#7871;t qu&#7843; kh&#225;c. Th&#7913; cho ph&#233;p b&#7841;n l&#224;m &#273;&#432;&#7907;c &#273;i&#7873;u &#273;&#243; l&#224; h&#7879; th&#7889;ng, kh&#244;ng ph&#7843;i th&#234;m effort.</p><p>C&#226;u h&#7887;i &#273;&#7863;t ra kh&#244;ng ph&#7843;i <em>&#8220;th&#225;ng t&#7899;i l&#224;m g&#236; &#273;&#7875; t&#7889;t h&#417;n?&#8221;</em> m&#224; l&#224; <em>&#8220;h&#7879; th&#7889;ng c&#7911;a m&#236;nh &#273;ang thi&#7871;u m&#7855;t x&#237;ch n&#224;o?&#8221;</em> Hai c&#226;u h&#7887;i &#273;&#243; d&#7851;n &#273;&#7871;n hai h&#432;&#7899;ng h&#224;nh &#273;&#7897;ng ho&#224;n to&#224;n kh&#225;c nhau.</p><p>Kh&#243;a h&#7885;c <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=doanh-thu-khong-on-dinh">AI Marketing &amp; Sales System</a> c&#7911;a Tomorrow Marketers &#273;&#432;&#7907;c thi&#7871;t k&#7871; &#273;&#7875; gi&#7843;i quy&#7871;t b&#224;i to&#225;n h&#7879; th&#7889;ng gi&#250;p b&#7841;n. </p><p>Ch&#432;&#417;ng tr&#236;nh &#273;i s&#226;u v&#224;o c&#225;c m&#7855;t x&#237;ch c&#7889;t l&#245;i:</p><ul><li><p><strong>Pipeline chu&#7849;n h&#243;a t&#7915; lead &#273;&#7871;n deal</strong>: X&#226;y ti&#234;u ch&#237; s&#224;ng l&#7885;c, SLA ti&#7871;p nh&#7853;n, v&#224; stage r&#245; r&#224;ng t&#7915; t&#432; v&#7845;n &#273;&#7871;n ch&#7889;t. K&#7871;t qu&#7843; kh&#244;ng c&#242;n ph&#7909; thu&#7897;c v&#224;o Sales n&#224;o &#273;ang tr&#7921;c hay &#273;i&#7873;u ki&#7879;n c&#7911;a tu&#7847;n &#273;&#243; - ai v&#224;o c&#361;ng v&#7853;n h&#224;nh &#273;&#432;&#7907;c theo c&#249;ng m&#7897;t quy tr&#236;nh.</p></li><li><p><strong>Dashboard &#273;i&#7873;u h&#224;nh &#273;&#7875; t&#7921; ch&#7849;n &#273;o&#225;n</strong>: K&#7871;t n&#7889;i data t&#7915; ads, CRM &#273;&#7871;n revenue th&#7921;c t&#7871; th&#224;nh m&#7897;t ngu&#7891;n s&#7889; duy nh&#7845;t. Th&#225;ng x&#7845;u bi&#7871;t ngay lead &#273;ang r&#417;i &#7903; stage n&#224;o v&#224; t&#7841;i sao. Kh&#244;ng c&#242;n ph&#7843;i &#273;o&#225;n hay &#273;&#7893; l&#7895;i cho nhau.</p></li><li><p><strong>Quy tr&#236;nh v&#7853;n h&#224;nh chu&#7849;n cho Marketing &amp; Sales</strong>: Chu&#7849;n h&#243;a c&#225;ch team l&#224;m vi&#7879;c theo h&#7879; th&#7889;ng thay v&#236; theo th&#243;i quen c&#225; nh&#226;n. K&#7871;t qu&#7843; &#7893;n &#273;&#7883;nh theo th&#225;ng, kh&#244;ng ph&#7909; thu&#7897;c v&#224;o ai &#273;ang c&#243; &#273;&#7897;ng l&#7921;c hay ai &#273;ang m&#7879;t.</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!PnX9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!PnX9!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png 424w, 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srcset="https://substackcdn.com/image/fetch/$s_!PnX9!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!PnX9!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png 848w, https://substackcdn.com/image/fetch/$s_!PnX9!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png 1272w, https://substackcdn.com/image/fetch/$s_!PnX9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2c352d1b-6716-4c0a-b1b8-dc607cbb3001_1150x670.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=doanh-thu-khong-on-dinh&quot;,&quot;text&quot;:&quot;Xem chi ti&#7871;t v&#224; &#273;&#259;ng k&#253; t&#432; v&#7845;n t&#7841;i &#273;&#226;y&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=doanh-thu-khong-on-dinh"><span>Xem chi ti&#7871;t v&#224; &#273;&#259;ng k&#253; t&#432; v&#7845;n t&#7841;i &#273;&#226;y</span></a></p>]]></content:encoded></item><item><title><![CDATA[Tại sao đổ thêm tiền ads không giải quyết được vấn đề doanh thu]]></title><description><![CDATA[Tr&#432;&#7899;c khi quy&#7871;t &#273;&#7883;nh t&#259;ng ng&#226;n s&#225;ch th&#225;ng t&#7899;i, c&#226;u h&#7887;i kh&#244;ng ph&#7843;i &#8220;t&#259;ng bao nhi&#234;u?&#8221; m&#224; l&#224;: &#8220;H&#7879; th&#7889;ng ph&#237;a sau ads c&#243; &#273;ang chuy&#7875;n &#273;&#7893;i lead th&#224;nh doanh thu kh&#244;ng?&#8221;]]></description><link>https://analytics.tomorrowmarketers.org/p/tai-sao-o-them-tien-ads-khong-giai</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/tai-sao-o-them-tien-ads-khong-giai</guid><dc:creator><![CDATA[Hoàng Cẩm Tú (Zoe)]]></dc:creator><pubDate>Wed, 13 May 2026 16:29:52 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!s0OG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Marketing ch&#7841;y ads, lead v&#7873; kh&#244;ng &#237;t. Sales c&#361;ng kh&#244;ng r&#7843;nh r&#7895;i g&#7885;i kh&#225;ch, g&#7917;i b&#225;o gi&#225;, ch&#7889;t &#273;&#432;&#7907;c m&#7897;t s&#7889; deal. Nh&#432;ng &#273;&#7871;n cu&#7889;i th&#225;ng, nh&#236;n v&#224;o con s&#7889; doanh thu, v&#7851;n kh&#244;ng &#273;&#7841;t m&#7909;c ti&#234;u. L&#7847;n th&#7913; ba li&#234;n ti&#7871;p.</p><p>B&#7841;n ng&#7891;i xu&#7889;ng v&#224; t&#7921; h&#7887;i: v&#7845;n &#273;&#7873; &#7903; &#273;&#226;u? V&#224; c&#226;u tr&#7843; l&#7901;i &#273;&#7847;u ti&#234;n xu&#7845;t hi&#7879;n trong &#273;&#7847;u h&#7847;u h&#7871;t m&#7885;i founder &#273;&#7873;u gi&#7889;ng nhau: <em>&#8220;C&#243; l&#7869; c&#7847;n t&#259;ng th&#234;m budget ads.&#8221;</em></p><p>Nh&#432;ng &#273;&#243; l&#7841;i c&#243; th&#7875; ch&#237;nh l&#224; quy&#7871;t &#273;&#7883;nh t&#7889;n k&#233;m nh&#7845;t b&#7841;n c&#243; th&#7875; &#273;&#432;a ra l&#250;c n&#224;y.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!s0OG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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description available." srcset="https://substackcdn.com/image/fetch/$s_!s0OG!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg 424w, https://substackcdn.com/image/fetch/$s_!s0OG!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg 848w, https://substackcdn.com/image/fetch/$s_!s0OG!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!s0OG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3734a4ff-d249-4dff-b5bf-b629d78628a7_547x422.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://analytics.tomorrowmarketers.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Analytics &amp; AI Strategy by Tomorrow Marketers! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2>T&#259;ng budget kh&#244;ng ph&#7843;i gi&#7843;i ph&#225;p, v&#236; ads ch&#7881; l&#224; &#273;&#7847;u v&#224;o, kh&#244;ng ph&#7843;i to&#224;n b&#7897; h&#7879; th&#7889;ng</h2><p>H&#227;y h&#236;nh dung b&#7841;n &#273;ang c&#7847;m m&#7897;t c&#225;i x&#244; &#273;i m&#250;c n&#432;&#7899;c &#273;&#7875; t&#432;&#7899;i c&#226;y trong v&#432;&#7901;n. Nh&#432;ng c&#225;i x&#244; &#273;&#243; c&#243; l&#7895; th&#7911;ng &#7903; &#273;&#225;y. B&#7841;n m&#250;c nhanh h&#417;n, m&#250;c nhi&#7873;u h&#417;n nh&#432;ng n&#432;&#7899;c v&#7851;n kh&#244;ng &#273;&#7871;n &#273;&#432;&#7907;c c&#226;y v&#236; n&#243; &#273;&#227; ch&#7843;y h&#7871;t ra n&#7873;n &#273;&#7845;t tr&#234;n &#273;&#432;&#7901;ng &#273;i.</p><p>&#272;&#7893; th&#234;m ti&#7873;n ads khi conversion system &#273;ang c&#243; v&#7845;n &#273;&#7873; th&#236; c&#361;ng v&#7853;y. </p><p>L&#253; do l&#224; ads ch&#7881; l&#224;m &#273;&#432;&#7907;c m&#7897;t vi&#7879;c: &#273;&#432;a ng&#432;&#7901;i l&#7841; v&#224;o &#273;&#7847;u ph&#7877;u. H&#7847;u h&#7871;t founder &#273;ang ngh&#297; v&#7873; ads theo ki&#7875;u <em>ch&#7841;y ads &#8594; lead v&#7873; &#8594; Sales ch&#7889;t &#8594; c&#243; ti&#7873;n</em>. Nh&#236;n th&#236; h&#7907;p l&#253;, nh&#432;ng thi&#7871;u h&#7871;t ph&#7847;n gi&#7919;a. </p><p><strong>Sau &#273;&#243; lead &#273;&#432;&#7907;c qualify nh&#432; th&#7871; n&#224;o, &#273;&#432;&#7907;c nu&#244;i d&#432;&#7905;ng ra sao, &#273;&#432;&#7907;c Sales ti&#7871;p nh&#7853;n theo quy tr&#236;nh n&#224;o, &#273;&#432;&#7907;c ch&#7889;t b&#7857;ng c&#417; ch&#7871; g&#236;</strong> - &#273;&#243; l&#224; c&#244;ng vi&#7879;c c&#7911;a c&#7843; m&#7897;t h&#7879; th&#7889;ng. H&#7879; th&#7889;ng m&#224; ph&#7847;n l&#7899;n c&#244;ng ty ch&#432;a x&#226;y, ho&#7863;c x&#226;y r&#7901;i r&#7841;c &#273;&#7871;n m&#7913;c coi nh&#432; ch&#432;a c&#243;.</p><p>Khi h&#7879; th&#7889;ng ph&#237;a sau &#273;ang c&#243; v&#7845;n &#273;&#7873;, t&#259;ng budget ch&#7881; l&#224;m l&#7897; ra v&#7845;n &#273;&#7873; r&#245; h&#417;n. B&#417;m ti&#7873;n v&#224;o m&#7897;t h&#7879; th&#7889;ng c&#243; l&#7895; th&#7911;ng ch&#7881; t&#259;ng t&#7889;c &#273;&#7897; m&#7845;t ti&#7873;n, kh&#244;ng ph&#7843;i t&#7889;c &#273;&#7897; t&#259;ng tr&#432;&#7903;ng.</p><p>Nghe c&#243; v&#7867; hi&#7875;n nhi&#234;n nh&#432;ng khi &#273;ang &#273;&#7913;ng tr&#432;&#7899;c &#225;p l&#7921;c target th&#225;ng n&#224;y c&#243; nguy c&#417; kh&#244;ng &#273;&#7841;t, khi lead v&#7873; &#237;t h&#417;n th&#225;ng tr&#432;&#7899;c, khi s&#7871;p h&#7887;i <em>&#8220;t&#7841;i sao revenue ch&#432;a &#273;&#7841;t?&#8221;</em> b&#7843;n n&#259;ng c&#7911;a h&#7847;u h&#7871;t m&#7885;i ng&#432;&#7901;i l&#224; s&#7917; d&#7909;ng &#273;&#242;n b&#7849;y d&#7877; nh&#7845;t: t&#259;ng budget. V&#7845;n &#273;&#7873; l&#224; &#273;&#242;n b&#7849;y &#273;&#243; th&#432;&#7901;ng kh&#244;ng ph&#7843;i &#273;&#242;n b&#7849;y &#273;&#250;ng.</p><p>T&#432; duy &#273;&#250;ng l&#224; x&#226;y h&#7879; th&#7889;ng &#273;&#7875; m&#7895;i &#273;&#7891;ng ads b&#7887; ra &#273;&#7873;u c&#243; th&#7875; t&#7841;o ra &#273;&#432;&#7907;c doanh thu. &#272;&#243; ch&#237;nh x&#225;c l&#224; th&#7913; Tomorrow Marketers gi&#250;p b&#7841;n build trong kh&#243;a <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=chay-ad-cuu-doanh-thu">AI Marketing &amp; Sales System</a>. </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!oEqV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!oEqV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 424w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 848w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 1272w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!oEqV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png" width="1456" height="1138" 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srcset="https://substackcdn.com/image/fetch/$s_!oEqV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 424w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 848w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 1272w, https://substackcdn.com/image/fetch/$s_!oEqV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff484e843-0bd8-4a9e-882b-0f42d2d6798b_1920x1501.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Mu&#7889;n ads t&#7841;o ra doanh thu? &#272;&#226;y l&#224; h&#7879; th&#7889;ng c&#7847;n x&#226;y tr&#432;&#7899;c</h2><p>Mu&#7889;n m&#7895;i &#273;&#7891;ng ads ra doanh thu, b&#7841;n s&#7869; c&#7847;n x&#226;y d&#7921;ng m&#7897;t h&#7879; th&#7889;ng bao g&#7891;m b&#7889;n m&#7855;t x&#237;ch d&#432;&#7899;i &#273;&#226;y: </p><p><strong>M&#7855;t x&#237;ch 1: Ads t&#7841;o ra &#273;&#250;ng lead  kh&#244;ng ph&#7843;i ch&#7881; traffic.</strong></p><p>&#272;&#7875; x&#225;c &#273;&#7883;nh ads c&#243; t&#7841;o ra &#8220;&#273;&#250;ng lead&#8221; hay kh&#244;ng, b&#7841;n c&#7847;n tr&#7843; l&#7901;i &#273;&#432;&#7907;c:</p><ul><li><p><strong>Targeting</strong>: ads &#273;ang ti&#7871;p c&#7853;n &#273;&#250;ng ng&#432;&#7901;i kh&#244;ng? &#272;&#250;ng ng&#224;nh, &#273;&#250;ng vai tr&#242;, &#273;&#250;ng giai &#273;o&#7841;n t&#259;ng tr&#432;&#7903;ng.</p></li><li><p><strong>Message</strong>: n&#7897;i dung ads c&#243; &#273;ang ch&#7841;m &#273;&#250;ng pain point c&#7911;a h&#7885; kh&#244;ng, hay &#273;ang n&#243;i chung chung cho t&#7845;t c&#7843; m&#7885;i ng&#432;&#7901;i?</p></li><li><p><strong>Landing page + form</strong>: trang &#273;&#237;ch c&#243; &#273;ang qualify hay ch&#7881; &#273;ang thu th&#7853;p th&#244;ng tin? C&#226;u h&#7887;i trong form c&#243; &#273;ang l&#7885;c ra ng&#432;&#7901;i th&#7921;c s&#7921; ph&#249; h&#7907;p kh&#244;ng?</p></li></ul><p>Khi m&#7897;t trong ba &#273;i&#7875;m n&#224;y l&#7879;ch, Sales d&#249; nh&#7853;n &#273;&#432;&#7907;c lead c&#361;ng s&#7869; l&#224; lead nhu c&#7847;u th&#7845;p, t&#7889;n th&#7901;i gian, t&#7927; l&#7879; ch&#7889;t th&#7845;p. </p><p><strong>M&#7855;t x&#237;ch 2: Lead &#273;&#432;&#7907;c chuy&#7875;n &#273;&#7893;i th&#224;nh deal v&#7899;i pipeline r&#245; r&#224;ng t&#7915; &#273;&#7847;u &#273;&#7871;n cu&#7889;i.</strong></p><p>M&#7855;t x&#237;ch n&#224;y c&#243; ba ph&#7847;n:</p><ul><li><p><strong>Ti&#7871;p nh&#7853;n v&#224; SLA</strong>: ai nh&#7853;n lead, trong bao l&#226;u? Lead &#273;&#7875; qu&#225; 24 gi&#7901; kh&#244;ng c&#243; ph&#7843;n h&#7891;i, t&#7927; l&#7879; ch&#7889;t gi&#7843;m &#273;&#225;ng k&#7875;.</p></li><li><p><strong>Qualification criteria</strong>: ti&#234;u ch&#237; r&#245; r&#224;ng &#273;&#7875; x&#225;c &#273;&#7883;nh lead n&#224;o &#273;&#7911; &#273;i&#7873;u ki&#7879;n chuy&#7875;n sang Sales, lead n&#224;o ch&#432;a. Kh&#244;ng c&#243; ti&#234;u ch&#237; n&#224;y th&#236; Sales nh&#7853;n h&#7871;t v&#224; x&#7917; l&#253; kh&#244;ng xu&#7875;.</p></li><li><p><strong>Pipeline stages</strong>: t&#7915;ng b&#432;&#7899;c t&#7915; lead &#8594; t&#432; v&#7845;n &#8594; proposal &#8594; deal &#273;&#432;&#7907;c &#273;&#7883;nh ngh&#297;a r&#245;, m&#7895;i b&#432;&#7899;c c&#243; h&#224;nh &#273;&#7897;ng c&#7909; th&#7875; thay v&#236; &#273;&#7875; Sales t&#7921; quy&#7871;t.</p></li></ul><p>Tuy nhi&#234;n ph&#7847;n l&#7899;n c&#244;ng ty l&#7841;i &#273;ang b&#7887; qua c&#7843; ba ph&#7847;n n&#224;y. D&#7851;n &#273;&#7871;n &#273;&#7913;t g&#227;y, Marketing chuy&#7875;n lead, Sales t&#7921; x&#7917;, kh&#244;ng c&#243; g&#236; &#7903; gi&#7919;a.</p><p><strong>M&#7855;t x&#237;ch 3: Lead ch&#432;a s&#7861;n s&#224;ng mua c&#7847;n &#273;&#432;&#7907;c nu&#244;i d&#432;&#7905;ng, kh&#244;ng ph&#7843;i b&#7883; b&#7887;.</strong></p><p>Kh&#244;ng ph&#7843;i m&#7885;i lead &#273;&#7873;u s&#7861;n s&#224;ng mua ngay. C&#225;c lead n&#224;y s&#7869; c&#7847;n m&#7897;t h&#7879; th&#7889;ng nu&#244;i d&#432;&#7905;ng bao g&#7891;m ba th&#7913;:</p><ul><li><p><strong>Segmentation</strong>: ti&#234;u ch&#237; n&#224;o &#273;&#7875; x&#225;c &#273;&#7883;nh lead n&#224;y v&#224;o nurture thay v&#236; chuy&#7875;n Sales ngay? D&#7921;a tr&#234;n h&#224;nh vi, th&#244;ng tin khai b&#225;o, ho&#7863;c &#273;i&#7875;m s&#7889;.</p></li><li><p><strong>N&#7897;i dung v&#224; t&#7847;n su&#7845;t</strong>: h&#7885; nh&#7853;n &#273;&#432;&#7907;c g&#236;, qua k&#234;nh n&#224;o, c&#225;ch bao l&#226;u m&#7897;t l&#7847;n? &#272;&#7911; &#273;&#7875; gi&#7919; trust m&#224; kh&#244;ng spam.</p></li><li><p><strong>Re-entry trigger</strong>: d&#7845;u hi&#7879;u n&#224;o cho th&#7845;y h&#7885; &#273;&#227; s&#7861;n s&#224;ng &#273;&#7875; Sales ti&#7871;p c&#7853;n l&#7841;i? M&#7903; email nhi&#7873;u l&#7847;n, click link, quay l&#7841;i landing page.</p></li></ul><p>Kh&#244;ng c&#243; h&#7879; th&#7889;ng n&#224;y, to&#224;n b&#7897; nh&#243;m lead &#8220;ch&#432;a s&#7861;n s&#224;ng&#8221; s&#7869; r&#7845;t d&#7877; b&#7883; b&#7887; m&#7863;c, ngu&#7897;i d&#7847;n r&#7891;i bi&#7871;n m&#7845;t, d&#249; ban &#273;&#7847;u c&#243; nhu c&#7847;u th&#7921;c s&#7921;. </p><p><strong>M&#7855;t x&#237;ch 4: K&#7871;t qu&#7843; t&#7915; Sales c&#7847;n ph&#7843;n h&#7891;i ng&#432;&#7907;c v&#7873; Marketing &#273;&#7875; t&#7889;i &#432;u.</strong></p><p>M&#7855;t x&#237;ch n&#224;y &#273;&#243;ng v&#242;ng l&#7863;p v&#224; l&#224; th&#7913; l&#224;m h&#7879; th&#7889;ng t&#7921; c&#7843;i thi&#7879;n theo th&#7901;i gian. C&#7847;n ba th&#7913;:</p><ul><li><p><strong>Data c&#7847;n capture</strong>: Sales ghi nh&#7853;n outcome c&#7911;a t&#7915;ng lead: ch&#7889;t &#273;&#432;&#7907;c hay kh&#244;ng, l&#253; do t&#7841;i sao, ngu&#7891;n lead n&#224;o.</p></li><li><p><strong>C&#225;ch Marketing d&#249;ng data &#273;&#243;</strong>: refine targeting theo lead source c&#243; conversion rate cao nh&#7845;t, &#273;i&#7873;u ch&#7881;nh message theo l&#253; do lost deal ph&#7893; bi&#7871;n nh&#7845;t, reallocate budget kh&#7887;i k&#234;nh CPL th&#7845;p nh&#432;ng deal rate th&#7845;p.</p></li><li><p><strong>Chu k&#7923; t&#7889;i &#432;u</strong>: h&#224;ng tu&#7847;n hay h&#224;ng th&#225;ng, &#273;&#7911; th&#432;&#7901;ng xuy&#234;n &#273;&#7875; t&#7889;i &#432;u k&#7883;p th&#7901;i, kh&#244;ng ph&#7843;i ch&#7901; &#273;&#7871;n cu&#7889;i qu&#253; m&#7899;i nh&#236;n l&#7841;i.</p></li></ul><p>B&#7889;n m&#7855;t x&#237;ch: t&#7841;o &#273;&#250;ng lead, chuy&#7875;n &#273;&#7893;i th&#224;nh deal, nu&#244;i d&#432;&#7905;ng lead ch&#432;a s&#7861;n s&#224;ng, v&#224; t&#7889;i &#432;u li&#234;n t&#7909;c l&#224; nh&#7919;ng g&#236; t&#7841;o n&#234;n m&#7897;t Revenue System b&#7873;n v&#7919;ng.</p><h2>Khi h&#7879; th&#7889;ng &#7893;n, budget m&#7899;i l&#224; &#273;&#242;n b&#7849;y &#273;&#250;ng v&#224; doanh thu m&#7899;i c&#243; th&#7875; d&#7921; &#273;o&#225;n &#273;&#432;&#7907;c</h2><p>Budget l&#224; b&#7897; khu&#7871;ch &#273;&#7841;i. N&#243; t&#259;ng t&#7889;c b&#7845;t c&#7913; th&#7913; g&#236; &#273;ang ch&#7841;y d&#249; l&#224; t&#7889;t hay x&#7845;u. N&#7871;u h&#7879; th&#7889;ng &#273;ang ho&#7841;t &#273;&#7897;ng t&#7889;t, t&#259;ng budget s&#7869; t&#259;ng doanh thu. N&#7871;u h&#7879; th&#7889;ng &#273;ang c&#243; l&#7895; h&#7893;ng, t&#259;ng budget s&#7869; t&#259;ng t&#7889;c &#273;&#7897; m&#7845;t ti&#7873;n.</p><p>Th&#7913; t&#7921; &#273;&#250;ng kh&#244;ng ph&#7843;i <em>t&#259;ng budget &#8594; hy v&#7885;ng doanh thu t&#259;ng theo. M&#224; l&#224; x&#226;y h&#7879; th&#7889;ng tr&#432;&#7899;c &#8594; r&#7891;i b&#417;m ti&#7873;n v&#224;o &#273;&#7875; scale th&#7913; &#273;ang ho&#7841;t &#273;&#7897;ng t&#7889;t. </em>Khi &#273;&#243; quy&#7871;t &#273;&#7883;nh t&#259;ng budget kh&#244;ng c&#242;n l&#224; &#273;&#7863;t c&#432;&#7907;c, m&#224; l&#224; ph&#233;p t&#237;nh c&#243; th&#7875; d&#7921; &#273;o&#225;n &#273;&#432;&#7907;c.</p><p>Kh&#243;a <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=chay-ad-cuu-doanh-thu">AI Marketing &amp; Sales System</a>, Tomorrow Marketers gi&#250;p b&#7841;n build &#273;&#250;ng h&#7879; th&#7889;ng n&#224;y: t&#7915; c&#225;ch t&#7841;o ra &#273;&#250;ng lead t&#7915; ads, &#273;&#7871;n pipeline chuy&#7875;n &#273;&#7893;i lead th&#224;nh doanh thu, &#273;&#7871;n feedback loop &#273;&#7875; h&#7879; th&#7889;ng t&#7921; t&#7889;i &#432;u theo th&#7901;i gian.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NlVJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d674222-3597-4ba4-b9f5-15f795ea5637_1150x670.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NlVJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d674222-3597-4ba4-b9f5-15f795ea5637_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!NlVJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d674222-3597-4ba4-b9f5-15f795ea5637_1150x670.png 848w, 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stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=chay-ad-cuu-doanh-thu&quot;,&quot;text&quot;:&quot;Tham kh&#7843;o kh&#243;a h&#7885;c t&#7841;i &#273;&#226;y&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=chay-ad-cuu-doanh-thu"><span>Tham kh&#7843;o kh&#243;a h&#7885;c t&#7841;i &#273;&#226;y</span></a></p>]]></content:encoded></item><item><title><![CDATA[Vì sao doanh nghiệp chưa có hệ thống thì tuyển thêm Sales chỉ làm tình hình tệ hơn?]]></title><description><![CDATA[Nhi&#7873;u doanh nghi&#7879;p khi doanh thu kh&#244;ng &#273;&#7841;t k&#7923; v&#7885;ng th&#432;&#7901;ng ph&#7843;n &#7913;ng theo c&#249;ng m&#7897;t c&#225;ch: tuy&#7875;n th&#234;m nh&#226;n s&#7921; b&#225;n h&#224;ng.]]></description><link>https://analytics.tomorrowmarketers.org/p/vi-sao-doanh-nghiep-chua-co-he-thong</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/vi-sao-doanh-nghiep-chua-co-he-thong</guid><dc:creator><![CDATA[Analytics & AI Strategy]]></dc:creator><pubDate>Wed, 06 May 2026 10:14:21 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!VT9O!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Nhi&#7873;u doanh nghi&#7879;p khi doanh thu kh&#244;ng &#273;&#7841;t k&#7923; v&#7885;ng th&#432;&#7901;ng ph&#7843;n &#7913;ng theo c&#249;ng m&#7897;t c&#225;ch: tuy&#7875;n th&#234;m nh&#226;n s&#7921; b&#225;n h&#224;ng.</p><p>Tho&#7841;t nh&#236;n, &#273;&#226;y l&#224; m&#7897;t quy&#7871;t &#273;&#7883;nh h&#7907;p l&#253;. Th&#234;m ng&#432;&#7901;i &#273;&#7891;ng ngh&#297;a v&#7899;i nhi&#7873;u cu&#7897;c g&#7885;i h&#417;n, nhi&#7873;u bu&#7893;i demo h&#417;n v&#224; m&#7897;t pipeline &#8220;c&#243; v&#7867;&#8221; d&#224;y h&#417;n. Tuy nhi&#234;n, trong ph&#7847;n l&#7899;n tr&#432;&#7901;ng h&#7907;p, k&#7871;t qu&#7843; th&#7921;c t&#7871; l&#7841;i &#273;i theo h&#432;&#7899;ng ng&#432;&#7907;c l&#7841;i: chi ph&#237; t&#259;ng l&#234;n, &#273;&#7897;i ng&#361; tr&#7903; n&#234;n kh&#243; ki&#7875;m so&#225;t h&#417;n, nh&#432;ng doanh thu v&#7851;n kh&#244;ng c&#7843;i thi&#7879;n t&#432;&#417;ng &#7913;ng.</p><p>&#272;i&#7873;u n&#224;y x&#7843;y ra kh&#244;ng ph&#7843;i v&#236; doanh nghi&#7879;p thi&#7871;u ng&#432;&#7901;i gi&#7887;i, m&#224; v&#236; h&#7885; &#273;ang c&#7889; m&#7903; r&#7897;ng m&#7897;t h&#7879; th&#7889;ng ch&#432;a &#273;&#432;&#7907;c thi&#7871;t k&#7871; &#273;&#7875; v&#7853;n h&#224;nh &#7893;n &#273;&#7883;nh.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://analytics.tomorrowmarketers.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Analytics &amp; AI Strategy by Tomorrow Marketers! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2>1. &#8220;Headcount Trap&#8221;: C&#224;ng nhi&#7873;u sales &#8800; c&#224;ng nhi&#7873;u doanh thu</h2><p>Ni&#7873;m tin r&#7857;ng t&#259;ng s&#7889; l&#432;&#7907;ng sales s&#7869; k&#233;o theo t&#259;ng tr&#432;&#7903;ng doanh thu th&#7921;c ch&#7845;t l&#224; m&#7897;t ng&#7897; nh&#7853;n ph&#7893; bi&#7871;n. S&#7889; l&#432;&#7907;ng ch&#7881; &#273;&#243;ng vai tr&#242; nh&#432; m&#7897;t h&#7879; s&#7889; nh&#226;n c&#7911;a h&#7879; th&#7889;ng hi&#7879;n t&#7841;i. N&#7871;u quy tr&#236;nh b&#225;n h&#224;ng &#273;&#227; r&#245; r&#224;ng, vi&#7879;c th&#234;m ng&#432;&#7901;i s&#7869; gi&#250;p t&#259;ng t&#7889;c. Nh&#432;ng n&#7871;u quy tr&#236;nh c&#242;n m&#417; h&#7891;, vi&#7879;c th&#234;m ng&#432;&#7901;i ch&#7881; khi&#7871;n s&#7921; r&#7889;i lo&#7841;n lan r&#7897;ng h&#417;n.</p><p>Trong m&#7897;t h&#7879; th&#7889;ng ch&#432;a chu&#7849;n h&#243;a, m&#7895;i nh&#226;n vi&#234;n s&#7869; t&#7921; ph&#225;t tri&#7875;n c&#225;ch l&#224;m ri&#234;ng: c&#225;ch ti&#7871;p c&#7853;n kh&#225;ch h&#224;ng kh&#225;c nhau, c&#225;ch tr&#236;nh b&#224;y gi&#225; tr&#7883; kh&#225;c nhau, c&#225;ch follow-up c&#361;ng kh&#244;ng gi&#7889;ng nhau. Kh&#225;ch h&#224;ng v&#236; th&#7871; nh&#7853;n &#273;&#432;&#7907;c nh&#7919;ng tr&#7843;i nghi&#7879;m thi&#7871;u nh&#7845;t qu&#225;n, trong khi doanh nghi&#7879;p kh&#244;ng c&#243; c&#417; s&#7903; &#273;&#7875; &#273;&#225;nh gi&#225; &#273;&#226;u l&#224; c&#225;ch l&#224;m hi&#7879;u qu&#7843;.</p><p>Khi &#273;&#243;, v&#7845;n &#273;&#7873; kh&#244;ng c&#242;n l&#224; hi&#7879;u su&#7845;t c&#7911;a t&#7915;ng c&#225; nh&#226;n, m&#224; l&#224; vi&#7879;c to&#224;n b&#7897; h&#7879; th&#7889;ng thi&#7871;u m&#7897;t c&#7845;u tr&#250;c chung &#273;&#7875; v&#7853;n h&#224;nh. Tuy&#7875;n th&#234;m ng&#432;&#7901;i trong b&#7889;i c&#7843;nh n&#224;y kh&#244;ng t&#7841;o ra t&#259;ng tr&#432;&#7903;ng, m&#224; ch&#7881; l&#224;m gia t&#259;ng chi ph&#237; v&#224; &#273;&#7897; ph&#7913;c t&#7841;p trong qu&#7843;n l&#253;.</p><div class="digest-post-embed" data-attrs="{&quot;nodeId&quot;:&quot;0b015a15-c0ba-4bda-bbb1-aad4c4ad58e6&quot;,&quot;caption&quot;:&quot;Th&#225;ng 3 b&#7841;n &#273;&#7841;t 120% target. Team ph&#7845;n kh&#7903;i, m&#7885;i ng&#432;&#7901;i &#259;n m&#7915;ng. Th&#225;ng 4 revenue v&#7873; ch&#7881; 70% &#8212; Sales n&#243;i lead k&#233;m ch&#7845;t l&#432;&#7907;ng, Marketing n&#243;i Sales kh&#244;ng ch&#7889;t &#273;&#432;&#7907;c, founder ng&#7891;i gi&#7919;a kh&#244;ng bi&#7871;t ai &#273;&#250;ng. Th&#225;ng 5 ph&#7909;c h&#7891;i l&#234;n 95%, ch&#7859;ng ai hi&#7875;u t&#7841;i sao th&#225;ng 4 t&#7879;, c&#361;ng kh&#244;ng bi&#7871;t th&#225;ng 5 t&#7889;t h&#417;n v&#236; l&#253; do g&#236;.&quot;,&quot;cta&quot;:&quot;Read full story&quot;,&quot;showBylines&quot;:true,&quot;size&quot;:&quot;sm&quot;,&quot;isEditorNode&quot;:true,&quot;title&quot;:&quot;Doanh thu th&#225;ng t&#7889;t th&#225;ng x&#7845;u kh&#244;ng ph&#7843;i do may r&#7911;i &#8212; &#273;&#226;y l&#224; l&#253; do th&#7921;c s&#7921;&quot;,&quot;publishedBylines&quot;:[{&quot;id&quot;:230424308,&quot;name&quot;:&quot;Ho&#224;ng C&#7849;m T&#250; (Zoe)&quot;,&quot;bio&quot;:&quot;Growth Manager @Tomorrow Marketers | Data &amp; AI Enthusiast | Aspiring Data-driven Strategist | Sharing My Journey &amp; Helping Marketers Apply Data &amp; AI to Solve Business Challenges &amp; Grow Careers&quot;,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/766db737-e4e2-44ae-85c7-2bb863a41914_952x952.jpeg&quot;,&quot;is_guest&quot;:false,&quot;bestseller_tier&quot;:null}],&quot;post_date&quot;:&quot;2026-05-14T04:06:27.422Z&quot;,&quot;cover_image&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2e729214-1768-4b77-a782-8881a71b7f61_375x231.jpeg&quot;,&quot;cover_image_alt&quot;:null,&quot;canonical_url&quot;:&quot;https://analytics.tomorrowmarketers.org/p/doanh-thu-thang-tot-thang-xau&quot;,&quot;section_name&quot;:&quot;Scaling with AI, Data &amp; Systems&quot;,&quot;video_upload_id&quot;:null,&quot;id&quot;:197628848,&quot;type&quot;:&quot;newsletter&quot;,&quot;reaction_count&quot;:0,&quot;comment_count&quot;:0,&quot;publication_id&quot;:3012685,&quot;publication_name&quot;:&quot;Analytics &amp; AI Strategy by Tomorrow Marketers&quot;,&quot;publication_logo_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!bIpf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62f9d148-f921-408f-80b2-0ab3427701d1_960x960.png&quot;,&quot;belowTheFold&quot;:false,&quot;youtube_url&quot;:null,&quot;show_links&quot;:null,&quot;feed_url&quot;:null}"></div><h2>2. H&#7879; th&#7889;ng doanh thu th&#7921;c s&#7921; l&#224; g&#236;? L&#224;m sao &#273;&#7875; x&#226;y d&#7921;ng h&#7879; th&#7889;ng doanh thu?</h2><p>&#272;i&#7875;m m&#7845;u ch&#7889;t kh&#244;ng n&#7857;m &#7903; con ng&#432;&#7901;i, m&#224; n&#7857;m &#7903; vi&#7879;c doanh nghi&#7879;p ch&#432;a x&#226;y d&#7921;ng &#273;&#432;&#7907;c m&#7897;t &#8220;h&#7879; &#273;i&#7873;u h&#224;nh&#8221; cho vi&#7879;c t&#7841;o doanh thu.</p><p>M&#7897;t h&#7879; th&#7889;ng doanh thu &#273;&#250;ng ngh&#297;a kh&#244;ng ph&#7843;i l&#224; m&#7897;t CRM &#273;&#7855;t ti&#7873;n hay m&#7897;t b&#7897; t&#224;i li&#7879;u b&#225;n h&#224;ng. N&#243; l&#224; m&#7897;t ki&#7871;n tr&#250;c t&#7893;ng th&#7875;, k&#7871;t n&#7889;i marketing v&#224; sales th&#224;nh m&#7897;t d&#242;ng ch&#7843;y li&#7873;n m&#7841;ch, n&#417;i m&#7895;i b&#432;&#7899;c &#273;&#7873;u c&#243; m&#7909;c ti&#234;u r&#245; r&#224;ng v&#224; c&#243; th&#7875; &#273;o l&#432;&#7901;ng &#273;&#432;&#7907;c.</p><p>C&#7909; th&#7875;, m&#7897;t h&#7879; th&#7889;ng ho&#224;n ch&#7881;nh c&#7847;n b&#7889;n n&#7873;n t&#7843;ng c&#7889;t l&#245;i:</p><ul><li><p><strong>Ch&#226;n dung kh&#225;ch h&#224;ng m&#7909;c ti&#234;u r&#245; r&#224;ng</strong> &#8212; Doanh nghi&#7879;p c&#7847;n x&#225;c &#273;&#7883;nh ch&#237;nh x&#225;c m&#236;nh ph&#7909;c v&#7909; ai, h&#7885; &#273;ang g&#7863;p v&#7845;n &#273;&#7873; g&#236;, &#273;i&#7873;u g&#236; khi&#7871;n h&#7885; ra quy&#7871;t &#273;&#7883;nh mua. &#272;&#7891;ng th&#7901;i, vi&#7879;c x&#225;c &#273;&#7883;nh r&#245; nh&#7919;ng &#273;&#7889;i t&#432;&#7907;ng kh&#244;ng ph&#249; h&#7907;p c&#361;ng quan tr&#7885;ng kh&#244;ng k&#233;m, b&#7903;i n&#243; gi&#250;p b&#7843;o v&#7879; bi&#234;n l&#7907;i nhu&#7853;n v&#224; t&#259;ng t&#7927; l&#7879; ch&#7889;t th&#7921;c t&#7871;. N&#7871;u kh&#244;ng c&#243; s&#7921; r&#245; r&#224;ng n&#224;y, m&#7885;i n&#7895; l&#7921;c ph&#237;a sau &#273;&#7873;u tr&#7903; n&#234;n k&#233;m hi&#7879;u qu&#7843;.</p></li><li><p><strong>Offer &#273;&#432;&#7907;c &#273;&#243;ng g&#243;i theo k&#7871;t qu&#7843; &#273;&#7847;u ra</strong> &#8212; Kh&#225;ch h&#224;ng kh&#244;ng mua d&#7883;ch v&#7909;, h&#7885; mua s&#7921; thay &#273;&#7893;i. M&#7897;t offer t&#7889;t ph&#7843;i tr&#7843; l&#7901;i &#273;&#432;&#7907;c c&#226;u h&#7887;i: kh&#225;ch h&#224;ng s&#7869; &#273;&#7841;t &#273;&#432;&#7907;c k&#7871;t qu&#7843; g&#236;, trong kho&#7843;ng th&#7901;i gian n&#224;o v&#224; &#273;&#432;&#7907;c &#273;o l&#432;&#7901;ng b&#7857;ng ch&#7881; s&#7889; n&#224;o. Khi &#273;i&#7873;u n&#224;y r&#245; r&#224;ng, qu&#225; tr&#236;nh b&#225;n h&#224;ng s&#7869; chuy&#7875;n t&#7915; &#8220;thuy&#7871;t ph&#7909;c&#8221; sang &#8220;gi&#7843;i quy&#7871;t v&#7845;n &#273;&#7873;&#8221;. </p></li><li><p><strong>Funnel v&#224; quy tr&#236;nh b&#225;n h&#224;ng ph&#7843;i c&#243; kh&#7843; n&#259;ng d&#7851;n d&#7855;t kh&#225;ch h&#224;ng</strong> &#8212; M&#7897;t h&#7879; th&#7889;ng t&#7889;t kh&#244;ng &#273;&#7875; kh&#225;ch h&#224;ng &#8220;t&#7921; hi&#7875;u&#8221;, m&#224; ch&#7911; &#273;&#7897;ng d&#7851;n d&#7855;t h&#7885; &#273;i t&#7915; nh&#7853;n th&#7913;c v&#7845;n &#273;&#7873;, &#273;&#7871;n x&#226;y d&#7921;ng ni&#7873;m tin, r&#7891;i m&#7899;i ra quy&#7871;t &#273;&#7883;nh. Follow-up kh&#244;ng ph&#7843;i l&#224; m&#7897;t ph&#7847;n t&#225;ch r&#7901;i, m&#224; l&#224; c&#417; ch&#7871; &#273;&#7843;m b&#7843;o m&#7885;i c&#417; h&#7897;i &#273;&#432;&#7907;c x&#7917; l&#253; nh&#7845;t qu&#225;n trong t&#7915;ng giai &#273;o&#7841;n c&#7911;a funnel.</p></li><li><p><strong>CRM v&#224; h&#7879; th&#7889;ng &#273;o l&#432;&#7901;ng</strong> &#8212; &#272;&#226;y l&#224; n&#417;i ph&#7843;n &#225;nh to&#224;n b&#7897; ho&#7841;t &#273;&#7897;ng c&#7911;a h&#7879; th&#7889;ng. N&#7871;u m&#7897;t b&#432;&#7899;c kh&#244;ng &#273;&#432;&#7907;c ghi nh&#7853;n, n&#243; g&#7847;n nh&#432; kh&#244;ng t&#7891;n t&#7841;i. M&#7897;t CRM t&#7889;t gi&#250;p doanh nghi&#7879;p nh&#236;n th&#7845;y pipeline &#273;ang di&#7877;n ra nh&#432; th&#7871; n&#224;o, &#273;ang t&#7855;c &#7903; &#273;&#226;u v&#224; c&#7847;n t&#7889;i &#432;u &#7903; b&#432;&#7899;c n&#224;o.</p></li></ul><p>Khi 4 n&#7873;n t&#7843;ng n&#224;y &#273;&#432;&#7907;c thi&#7871;t l&#7853;p r&#245; r&#224;ng, h&#7879; th&#7889;ng b&#225;n h&#224;ng kh&#244;ng c&#242;n ph&#7909; thu&#7897;c v&#224;o t&#7915;ng c&#225; nh&#226;n, m&#224; tr&#7903; th&#224;nh m&#7897;t c&#417; ch&#7871; c&#243; th&#7875; v&#7853;n h&#224;nh &#7893;n &#273;&#7883;nh v&#224; m&#7903; r&#7897;ng.</p><p><strong>&#272;i&#7873;u c&#7847;n nh&#7899;:</strong></p><ul><li><p>M&#7895;i giai &#273;o&#7841;n trong ph&#7877;u c&#7847;n c&#243; ng&#432;&#7901;i ch&#7883;u tr&#225;ch nhi&#7879;m, ti&#234;u ch&#237; &#273;&#7875; chuy&#7875;n sang giai &#273;o&#7841;n ti&#7871;p theo, v&#224; th&#7901;i h&#7841;n c&#7909; th&#7875;.</p></li><li><p>N&#7871;u m&#7897;t b&#432;&#7899;c kh&#244;ng &#273;&#432;&#7907;c ghi l&#7841;i trong CRM, coi nh&#432; n&#243; kh&#244;ng t&#7891;n t&#7841;i.</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!VT9O!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!VT9O!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 424w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 848w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 1272w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!VT9O!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png" width="817" height="784" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:784,&quot;width&quot;:817,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:177961,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://analytics.tomorrowmarketers.org/i/196635345?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!VT9O!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 424w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 848w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 1272w, https://substackcdn.com/image/fetch/$s_!VT9O!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08907674-7d25-4db0-979e-8e9a60fd3042_817x784.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>V&#237; d&#7909; v&#7873; Revenue System trong <strong>kh&#243;a h&#7885;c <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=ngung-tuyen-sale-khi-chua-co-he-thong">AI Marketing &amp; Sales System</a> c&#7911;a Tomorrow Marketers</strong></p><h2>4. Chu&#7849;n h&#243;a quy tr&#236;nh b&#225;n h&#224;ng: t&#7915; l&#7847;n &#273;&#7847;u ti&#7871;p x&#250;c &#273;&#7871;n ch&#7889;t &#273;&#417;n</h2><p>Khi n&#7873;n t&#7843;ng &#273;&#227; c&#243;, b&#432;&#7899;c ti&#7871;p theo l&#224; chu&#7849;n h&#243;a c&#225;ch b&#225;n h&#224;ng. </p><p>M&#7897;t quy tr&#236;nh hi&#7879;u qu&#7843; th&#432;&#7901;ng &#273;i theo ba b&#432;&#7899;c: ch&#7849;n &#273;o&#225;n v&#7845;n &#273;&#7873;, thi&#7871;t k&#7871; gi&#7843;i ph&#225;p v&#224; gi&#7843;m r&#7911;i ro cho kh&#225;ch h&#224;ng.</p><p>Trong giai &#273;o&#7841;n ch&#7849;n &#273;o&#225;n, m&#7909;c ti&#234;u kh&#244;ng ph&#7843;i l&#224; gi&#7899;i thi&#7879;u s&#7843;n ph&#7849;m, m&#224; l&#224; l&#224;m r&#245; chi ph&#237; m&#224; kh&#225;ch h&#224;ng &#273;ang ph&#7843;i ch&#7883;u khi v&#7845;n &#273;&#7873; ch&#432;a &#273;&#432;&#7907;c gi&#7843;i quy&#7871;t. &#272;i&#7873;u n&#224;y gi&#250;p t&#7841;o ra s&#7921; c&#7845;p b&#225;ch thay v&#236; ch&#7881; d&#7915;ng l&#7841;i &#7903; s&#7921; quan t&#226;m.</p><p>Sau &#273;&#243;, gi&#7843;i ph&#225;p c&#7847;n &#273;&#432;&#7907;c tr&#236;nh b&#224;y r&#245; r&#224;ng, bao g&#7891;m ph&#7841;m vi c&#244;ng vi&#7879;c, KPI, timeline v&#224; tr&#225;ch nhi&#7879;m. C&#225;c objection ph&#7893; bi&#7871;n c&#361;ng c&#7847;n &#273;&#432;&#7907;c x&#7917; l&#253; tr&#432;&#7899;c b&#7857;ng b&#7857;ng ch&#7913;ng c&#7909; th&#7875;, thay v&#236; ch&#7901; &#273;&#7871;n khi kh&#225;ch h&#224;ng n&#234;u ra.</p><p>Cu&#7889;i c&#249;ng, m&#7895;i cu&#7897;c trao &#273;&#7893;i &#273;&#7873;u ph&#7843;i k&#7871;t th&#250;c b&#7857;ng m&#7897;t b&#432;&#7899;c ti&#7871;p theo r&#245; r&#224;ng v&#224; &#273;&#432;&#7907;c l&#234;n l&#7883;ch c&#7909; th&#7875;. Khi kh&#244;ng c&#243; b&#432;&#7899;c ti&#7871;p theo, pipeline s&#7869; kh&#244;ng di chuy&#7875;n.</p><p><strong>&#272;i&#7873;u c&#7847;n nh&#7899;:</strong></p><ul><li><p>Kh&#225;ch ch&#7889;t nhanh h&#417;n khi h&#7885; th&#7845;y &#273;&#432;&#7907;c k&#7871;t qu&#7843; ngay t&#7915; &#273;&#7847;u &#8212; h&#227;y cho h&#7885; th&#7845;y &#8220;ng&#224;y &#273;&#7847;u ti&#234;n&#8221; s&#7869; tr&#244;ng nh&#432; th&#7871; n&#224;o.</p></li><li><p>Follow-up c&#243; c&#7845;u tr&#250;c v&#224; mang gi&#225; tr&#7883; th&#7921;c s&#7921; gi&#250;p t&#7927; l&#7879; ph&#7843;n h&#7891;i cao g&#7845;p 2&#8211;3 l&#7847;n.</p></li><li><p>Chia nh&#7887; cam k&#7871;t th&#224;nh t&#7915;ng giai &#273;o&#7841;n thay v&#236; &#273;&#7849;y m&#7897;t h&#7907;p &#273;&#7891;ng l&#7899;n ngay t&#7915; &#273;&#7847;u &#8212; momentum quan tr&#7885;ng h&#417;n quy m&#244; deal.</p></li></ul><h2>5. &#272;o l&#432;&#7901;ng: &#273;i&#7873;u ki&#7879;n ti&#234;n quy&#7871;t &#273;&#7875; c&#7843;i thi&#7879;n v&#224; d&#7921; b&#225;o</h2><p>M&#7897;t h&#7879; th&#7889;ng ch&#7881; th&#7921;c s&#7921; ho&#7841;t &#273;&#7897;ng hi&#7879;u qu&#7843; khi n&#243; c&#243; th&#7875; &#273;&#432;&#7907;c &#273;o l&#432;&#7901;ng. N&#7871;u kh&#244;ng th&#7875; ki&#7875;m tra &#273;&#7883;nh k&#7923;, doanh nghi&#7879;p s&#7869; kh&#244;ng bi&#7871;t m&#236;nh &#273;ang l&#224;m &#273;&#250;ng hay sai.</p><p>C&#225;c ch&#7881; s&#7889; quan tr&#7885;ng c&#7847;n theo d&#245;i bao g&#7891;m t&#7927; l&#7879; chuy&#7875;n &#273;&#7893;i gi&#7919;a c&#225;c giai &#273;o&#7841;n, th&#7901;i gian m&#7897;t deal n&#7857;m &#7903; m&#7895;i stage, t&#7927; l&#7879; ch&#7889;t theo t&#7915;ng ngu&#7891;n v&#224; &#273;&#7897; ch&#237;nh x&#225;c c&#7911;a d&#7921; b&#225;o. Nh&#7919;ng d&#7919; li&#7879;u n&#224;y gi&#250;p x&#225;c &#273;&#7883;nh ch&#237;nh x&#225;c &#273;i&#7875;m ngh&#7869;n trong h&#7879; th&#7889;ng, thay v&#236; ti&#7871;p t&#7909;c &#273;&#7893; th&#234;m ngu&#7891;n l&#7921;c v&#224;o nh&#7919;ng n&#417;i kh&#244;ng c&#7847;n thi&#7871;t.</p><p>&#272;i&#7873;u quan tr&#7885;ng c&#7847;n nh&#7853;n ra l&#224; v&#7845;n &#273;&#7873; kh&#244;ng ph&#7843;i l&#250;c n&#224;o c&#361;ng n&#7857;m &#7903; vi&#7879;c thi&#7871;u lead. Trong nhi&#7873;u tr&#432;&#7901;ng h&#7907;p, c&#249;ng m&#7897;t l&#432;&#7907;ng &#273;&#7847;u v&#224;o, doanh nghi&#7879;p ho&#224;n to&#224;n c&#243; th&#7875; t&#7841;o ra k&#7871;t qu&#7843; t&#7889;t h&#417;n n&#7871;u t&#7889;i &#432;u &#273;&#250;ng &#273;i&#7875;m trong h&#7879; th&#7889;ng.</p><p><strong>&#272;i&#7873;u c&#7847;n nh&#7899;:</strong></p><ul><li><p>Ph&#7847;n l&#7899;n lead b&#7883; r&#417;i &#7903; hai &#273;i&#7875;m: gi&#7919;a Discovery &#8594; &#272;&#225;nh gi&#225; (kh&#225;ch ch&#432;a th&#7845;y r&#245; gi&#225; tr&#7883;) v&#224; &#272;&#7873; xu&#7845;t &#8594; Ch&#7889;t (kh&#225;ch c&#242;n e ng&#7841;i r&#7911;i ro).</p></li><li><p>T&#236;m &#273;&#250;ng &#273;i&#7875;m t&#7855;c ngh&#7869;n v&#224; s&#7917;a n&#243; &#8212; &#273;&#7915;ng ti&#7871;p t&#7909;c &#273;&#7893; th&#234;m lead v&#224;o m&#7897;t ph&#7877;u &#273;ang b&#7883; r&#242;.</p></li></ul><h2>6. K&#7871;t lu&#7853;n: X&#226;y h&#7879; th&#7889;ng tr&#432;&#7899;c, tuy&#7875;n ng&#432;&#7901;i sau</h2><p>Sai l&#7847;m l&#7899;n nh&#7845;t c&#7911;a nhi&#7873;u founder l&#224; k&#7923; v&#7885;ng m&#7897;t c&#225; nh&#226;n c&#243; th&#7875; thay th&#7871; cho m&#7897;t h&#7879; th&#7889;ng. M&#7897;t ng&#432;&#7901;i gi&#7887;i c&#243; th&#7875; t&#7841;o ra k&#7871;t qu&#7843; trong ng&#7855;n h&#7841;n, nh&#432;ng kh&#244;ng th&#7875; &#273;&#7843;m b&#7843;o t&#237;nh &#7893;n &#273;&#7883;nh hay kh&#7843; n&#259;ng m&#7903; r&#7897;ng.</p><p>Ng&#432;&#7907;c l&#7841;i, khi h&#7879; th&#7889;ng &#273;&#227; r&#245; r&#224;ng, m&#7895;i nh&#226;n s&#7921; m&#7899;i &#273;&#7873;u c&#243; th&#7875; v&#7853;n h&#224;nh d&#7921;a tr&#234;n c&#249;ng m&#7897;t logic v&#224; t&#7841;o ra k&#7871;t qu&#7843; nh&#7845;t qu&#225;n.</p><p>N&#243;i c&#225;ch kh&#225;c, &#273;&#7897;i ng&#361; sales kh&#244;ng t&#7841;o ra h&#7879; th&#7889;ng &#8212; h&#7885; v&#7853;n h&#224;nh h&#7879; th&#7889;ng. N&#7871;u h&#7879; th&#7889;ng ch&#432;a t&#7891;n t&#7841;i, &#273;&#7897;i ng&#361; &#273;&#243; ch&#7881; &#273;&#417;n thu&#7847;n l&#224; chi ph&#237;.</p><p><strong>N&#7871;u b&#7841;n &#273;ang nh&#7853;n ra m&#236;nh ch&#432;a c&#243; h&#7879; th&#7889;ng n&#224;y &#8212; ho&#7863;c &#273;ang c&#243; nh&#432;ng c&#225;c m&#7843;nh ch&#432;a k&#7871;t n&#7889;i v&#7899;i nhau &#8212; &#273;&#243; ch&#237;nh x&#225;c l&#224; b&#224;i to&#225;n m&#224; kh&#243;a h&#7885;c <a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=ngung-tuyen-sale-khi-chua-co-he-thong">AI Marketing &amp; Sales System</a> c&#7911;a Tomorrow Marketers &#273;&#432;&#7907;c thi&#7871;t k&#7871; &#273;&#7875; gi&#7843;i quy&#7871;t.</strong></p><p>Ch&#432;&#417;ng tr&#236;nh &#273;i s&#226;u v&#224;o c&#225;c m&#7855;t x&#237;ch c&#7889;t l&#245;i m&#224; ph&#7847;n l&#7899;n SME &#273;ang thi&#7871;u:</p><ul><li><p><strong>H&#7879; th&#7889;ng CRM &amp; quy tr&#236;nh Sales</strong> &#8212; Chu&#7849;n h&#243;a to&#224;n b&#7897; pipeline t&#7915; lead qualification &#8594; follow-up &#8594; ch&#7889;t &#273;&#417;n. X&#226;y rule ph&#226;n b&#7893; lead, quy tr&#236;nh follow-up r&#245; tr&#225;ch nhi&#7879;m theo t&#7915;ng stage, v&#224; chu&#7849;n h&#243;a c&#225;ch Sales v&#7853;n h&#224;nh &#273;&#7875; k&#7871;t qu&#7843; kh&#244;ng c&#242;n ph&#7909; thu&#7897;c v&#224;o c&#225; nh&#226;n gi&#7887;i hay kh&#244;ng gi&#7887;i.</p></li><li><p><strong>H&#7879; th&#7889;ng Data &amp; Dashboard</strong> &#8212; K&#7871;t n&#7889;i d&#7919; li&#7879;u t&#7915; Ads, CRM, chatbot v&#7873; m&#7897;t n&#417;i. X&#226;y dashboard &#273;i&#7873;u h&#224;nh &#273;&#7875; CEO nh&#236;n r&#245; ROI, revenue gap, v&#224; bottleneck &#273;ang n&#7857;m &#7903; &#273;&#226;u &#8212; thay v&#236; ra quy&#7871;t &#273;&#7883;nh d&#7921;a tr&#234;n c&#7843;m t&#237;nh. &#7912;ng d&#7909;ng AI cho lead scoring v&#224; d&#7921; b&#225;o doanh thu.</p></li><li><p><strong>H&#7879; th&#7889;ng KPI, Incentive &amp; hi&#7879;u su&#7845;t team</strong> &#8212; Bi&#7871;n m&#7909;c ti&#234;u doanh thu th&#224;nh KPI c&#7909; th&#7875; cho t&#7915;ng ng&#432;&#7901;i, t&#7915;ng ph&#242;ng ban. X&#226;y c&#417; ch&#7871; th&#432;&#7903;ng th&#250;c &#273;&#7849;y &#273;&#250;ng h&#224;nh vi t&#259;ng tr&#432;&#7903;ng, minh b&#7841;ch hi&#7879;u su&#7845;t &#273;&#7875; &#273;&#7897;i ng&#361; t&#7921; ch&#7911; &#273;&#7897;ng c&#7843;i thi&#7879;n thay v&#236; ch&#7901; ch&#7881; &#273;&#7841;o.</p></li></ul><p>Ngo&#224;i ra, ch&#432;&#417;ng tr&#236;nh c&#361;ng bao g&#7891;m <strong>h&#7879; th&#7889;ng thu h&#250;t &amp; nu&#244;i d&#432;&#7905;ng lead (AI Chatbot, automation, lead magnet)</strong> v&#224; <strong>h&#7879; th&#7889;ng gi&#7919; ch&#226;n &amp; t&#259;ng doanh thu t&#7915; kh&#225;ch h&#224;ng c&#361; (retention journey, CLV, re-sales workflow)</strong> &#8212; &#273;&#7875; &#273;&#7843;m b&#7843;o b&#7841;n kh&#244;ng ch&#7881; ch&#7889;t &#273;&#432;&#7907;c &#273;&#417;n m&#7899;i m&#224; c&#242;n gi&#7919; &#273;&#432;&#7907;c kh&#225;ch h&#224;ng l&#226;u d&#224;i.</p><p class="button-wrapper" 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href="https://substackcdn.com/image/fetch/$s_!NIW5!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NIW5!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!NIW5!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 848w, https://substackcdn.com/image/fetch/$s_!NIW5!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 1272w, 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srcset="https://substackcdn.com/image/fetch/$s_!NIW5!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 424w, https://substackcdn.com/image/fetch/$s_!NIW5!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 848w, https://substackcdn.com/image/fetch/$s_!NIW5!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 1272w, https://substackcdn.com/image/fetch/$s_!NIW5!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa02ae4be-49f8-4f86-b2d7-f35c0ef8fdd9_1150x670.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Bi&#234;n t&#7853;p t&#7915; b&#224;i "Why Every Founder Needs a System Before a Sales Team" c&#7911;a Saranya Narayana Moorthy, &#273;&#259;ng tr&#234;n Medium ng&#224;y 23/12/2025.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://analytics.tomorrowmarketers.org/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading Analytics &amp; AI Strategy by Tomorrow Marketers! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p></p><p></p>]]></content:encoded></item><item><title><![CDATA[Tại sao 94% doanh nghiệp đầu tư AI mà vẫn không tạo ra được giá trị thực?]]></title><description><![CDATA[N&#7871;u b&#7841;n l&#224; ng&#432;&#7901;i &#273;ang &#273;i&#7873;u h&#224;nh m&#7897;t doanh nghi&#7879;p, c&#226;u h&#7887;i v&#7873; AI c&#243; l&#7869; kh&#244;ng c&#242;n xa l&#7841;.]]></description><link>https://analytics.tomorrowmarketers.org/p/tai-sao-94-doanh-nghiep-au-tu-ai</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/tai-sao-94-doanh-nghiep-au-tu-ai</guid><dc:creator><![CDATA[Analytics & AI Strategy]]></dc:creator><pubDate>Wed, 06 May 2026 03:33:32 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/5f86d54d-e967-41df-a8b9-147944a27135_841x510.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>N&#7871;u b&#7841;n l&#224; ng&#432;&#7901;i &#273;ang &#273;i&#7873;u h&#224;nh m&#7897;t doanh nghi&#7879;p, c&#226;u h&#7887;i v&#7873; AI c&#243; l&#7869; kh&#244;ng c&#242;n xa l&#7841;. M&#7895;i tu&#7847;n l&#7841;i c&#243; m&#7897;t b&#225;o c&#225;o m&#7899;i, m&#7897;t c&#244;ng c&#7909; m&#7899;i, m&#7897;t h&#7897;i th&#7843;o m&#7899;i. AI xu&#7845;t hi&#7879;n trong h&#7847;u h&#7871;t m&#7885;i cu&#7897;c th&#7843;o lu&#7853;n v&#7873; t&#259;ng tr&#432;&#7903;ng, n&#259;ng su&#7845;t, v&#7853;n h&#224;nh &#8212; v&#224; c&#7843; t&#432;&#417;ng lai c&#7911;a t&#7915;ng ng&#224;nh.</p><p>Nh&#432;ng gi&#7919;a t&#7845;t c&#7843; ti&#7871;ng &#7891;n &#273;&#243;, c&#243; m&#7897;t c&#226;u h&#7887;i m&#224; kh&#244;ng &#237;t l&#227;nh &#273;&#7841;o &#273;ang th&#7921;c s&#7921; tr&#259;n tr&#7903;, d&#249; &#237;t khi n&#243;i th&#7859;ng ra: <em>&#8220;Doanh nghi&#7879;p c&#7911;a m&#236;nh n&#234;n l&#224;m g&#236; v&#7899;i AI, v&#224; n&#234;n b&#7855;t &#273;&#7847;u t&#7915; &#273;&#226;u?&#8221;</em></p><p>&#272;&#226;y kh&#244;ng ph&#7843;i c&#226;u h&#7887;i mang t&#237;nh xu h&#432;&#7899;ng. &#272;&#226;y l&#224; c&#226;u h&#7887;i chi&#7871;n l&#432;&#7907;c &#8212; v&#224; c&#226;u tr&#7843; l&#7901;i &#273;ang ph&#226;n &#273;&#7883;nh r&#245; ai s&#7869; d&#7851;n &#273;&#7847;u trong th&#7853;p k&#7927; n&#224;y.</p><div><hr></div><h3>Kho&#7843;ng c&#225;ch &#273;ang n&#7899;i r&#7897;ng nhanh h&#417;n b&#7841;n ngh&#297;</h3><p>McKinsey g&#7885;i nh&#243;m doanh nghi&#7879;p &#273;ang th&#7921;c s&#7921; th&#7855;ng trong cu&#7897;c &#273;ua AI l&#224; &#8220;AI high performers&#8221;. H&#7885; ch&#7881; chi&#7871;m 6% t&#7893;ng s&#7889; doanh nghi&#7879;p to&#224;n c&#7847;u, nh&#432;ng &#273;ang scale nhanh g&#7845;p 3 l&#7847;n ph&#7847;n c&#242;n l&#7841;i. &#272;i&#7875;m chung c&#7911;a nh&#243;m n&#224;y kh&#244;ng n&#7857;m &#7903; ng&#226;n s&#225;ch l&#7899;n h&#417;n hay &#273;&#7897;i k&#7929; s&#432; &#273;&#244;ng h&#417;n. &#272;i&#7875;m chung n&#7857;m &#7903; ch&#7895; senior leaders tr&#7921;c ti&#7871;p d&#7851;n d&#7855;t qu&#225; tr&#236;nh chuy&#7875;n &#273;&#7893;i v&#7899;i AI, kh&#244;ng ph&#7843;i u&#7927; quy&#7873;n r&#7891;i &#273;&#7913;ng ngo&#224;i ch&#7901; k&#7871;t qu&#7843;.</p><p>Trong khi &#273;&#243;, 74% c&#244;ng ty to&#224;n c&#7847;u v&#7851;n ch&#432;a t&#7841;o ra gi&#225; tr&#7883; th&#7921;c t&#7915; &#273;&#7847;u t&#432; AI, d&#249; g&#7847;n 90% &#273;&#227; b&#7855;t &#273;&#7847;u tri&#7875;n khai <em>(BCG &amp; McKinsey, 2024&#8211;2025)</em>. Kh&#244;ng ph&#7843;i v&#236; c&#244;ng ngh&#7879; ch&#432;a &#273;&#7911; t&#7889;t. M&#224; v&#236; ph&#7847;n l&#7899;n &#273;ang ti&#7871;p c&#7853;n AI nh&#432; m&#7897;t d&#7921; &#225;n k&#7929; thu&#7853;t, trong khi b&#7843;n ch&#7845;t c&#7911;a n&#243; l&#224; m&#7897;t quy&#7871;t &#273;&#7883;nh chi&#7871;n l&#432;&#7907;c &#7903; c&#7845;p l&#227;nh &#273;&#7841;o.</p><p>V&#224; quy&#7871;t &#273;&#7883;nh chi&#7871;n l&#432;&#7907;c th&#236; kh&#244;ng th&#7875; ch&#7881; giao xu&#7889;ng cho &#273;&#7897;i k&#7929; thu&#7853;t r&#7891;i ch&#7901; ph&#233;p m&#224;u x&#7843;y ra.</p><div><hr></div><h3>&#193;p l&#7921;c &#273;ang &#273;&#7871;n t&#7915; nhi&#7873;u ph&#237;a, c&#249;ng m&#7897;t l&#250;c</h3><p>&#272;i&#7873;u &#273;&#225;ng ch&#250; &#253; kh&#244;ng ch&#7881; l&#224; t&#7889;c &#273;&#7897; c&#7911;a AI, m&#224; l&#224; t&#7889;c &#273;&#7897; c&#7911;a kho&#7843;ng c&#225;ch &#273;ang h&#236;nh th&#224;nh gi&#7919;a c&#225;c doanh nghi&#7879;p. Theo WEF Future of Jobs Report 2025, 86% nh&#224; tuy&#7875;n d&#7909;ng k&#7923; v&#7885;ng AI s&#7869; thay &#273;&#7893;i to&#224;n b&#7897; c&#225;ch doanh nghi&#7879;p v&#7853;n h&#224;nh v&#224;o n&#259;m 2030. 41% doanh nghi&#7879;p &#273;ang chu&#7849;n b&#7883; c&#7855;t gi&#7843;m nh&#226;n s&#7921; &#7903; c&#225;c v&#7883; tr&#237; m&#224; AI c&#243; th&#7875; thay th&#7871;. Gartner d&#7921; b&#225;o 20% t&#7893; ch&#7913;c s&#7869; d&#249;ng AI &#273;&#7875; thay th&#7871; h&#417;n m&#7897;t n&#7917;a v&#7883; tr&#237; middle management ngay trong n&#259;m 2026.</p><p>Nh&#432;ng con s&#7889; &#273;&#225;ng suy ngh&#297; nh&#7845;t c&#243; l&#7869; l&#224; n&#224;y: &#273;&#7871;n n&#259;m 2027, thi&#7871;u AI literacy c&#243; th&#7875; tr&#7903; th&#224;nh m&#7897;t trong nh&#7919;ng l&#253; do h&#224;ng &#273;&#7847;u khi&#7871;n l&#227;nh &#273;&#7841;o b&#7883; thay th&#7871; t&#7841;i c&#225;c doanh nghi&#7879;p l&#7899;n <em>(Gartner, 2025)</em>. AI literacy kh&#244;ng c&#242;n l&#224; l&#7907;i th&#7871; c&#7897;ng th&#234;m. N&#243; &#273;ang d&#7847;n tr&#7903; th&#224;nh &#273;i&#7873;u ki&#7879;n &#273;&#7875; ti&#7871;p t&#7909;c &#273;i&#7873;u h&#224;nh, ra quy&#7871;t &#273;&#7883;nh v&#224; d&#7851;n d&#7855;t t&#7893; ch&#7913;c.</p><p>C&#226;u h&#7887;i l&#250;c n&#224;y kh&#244;ng c&#242;n l&#224; &#8220;AI c&#243; &#7843;nh h&#432;&#7903;ng &#273;&#7871;n doanh nghi&#7879;p kh&#244;ng?&#8221; M&#224; l&#224;: ai s&#7869; &#273;&#7911; n&#259;ng l&#7921;c &#273;&#7875; d&#7851;n &#273;&#7847;u - v&#224; ai s&#7869; b&#7883; b&#7887; l&#7841;i ph&#237;a sau?</p><div><hr></div><h3>V&#7845;n &#273;&#7873; kh&#244;ng n&#7857;m &#7903; c&#244;ng ngh&#7879;</h3><p>&#272;i&#7873;u th&#250; v&#7883; l&#224; ph&#7847;n l&#7899;n nh&#7919;ng doanh nghi&#7879;p &#273;ang loay hoay v&#7899;i AI kh&#244;ng ph&#7843;i v&#236; thi&#7871;u c&#244;ng c&#7909;. H&#7885; th&#432;&#7901;ng &#273;&#227; c&#243; &#273;&#7911;, th&#7853;m ch&#237; l&#224; qu&#225; nhi&#7873;u. V&#7845;n &#273;&#7873; n&#7857;m &#7903; c&#225;ch ti&#7871;p c&#7853;n: mua tool v&#236; th&#7845;y &#273;&#7889;i th&#7911; d&#249;ng, th&#7917; v&#236; xu h&#432;&#7899;ng, giao cho m&#7897;t v&#224;i c&#225; nh&#226;n r&#7891;i k&#7923; v&#7885;ng v&#224;o k&#7871;t qu&#7843; ng&#7855;n h&#7841;n.</p><p>M&#7897;t doanh nghi&#7879;p AI-first kh&#244;ng ph&#7843;i l&#224; doanh nghi&#7879;p d&#249;ng nhi&#7873;u c&#244;ng c&#7909; nh&#7845;t. M&#224; l&#224; doanh nghi&#7879;p bi&#7871;t ch&#7885;n &#273;&#250;ng b&#224;i to&#225;n &#273;&#7875; gi&#7843;i, thi&#7871;t k&#7871; &#273;&#250;ng h&#7879; th&#7889;ng &#273;&#7875; ch&#7841;y, v&#224; d&#7851;n d&#7855;t &#273;&#250;ng con ng&#432;&#7901;i &#273;&#7875; th&#7921;c thi. &#272;&#7875; l&#224;m &#273;&#432;&#7907;c &#273;i&#7873;u &#273;&#243;, ng&#432;&#7901;i &#7903; tr&#234;n c&#249;ng ph&#7843;i hi&#7875;u &#273;&#7911; - kh&#244;ng ph&#7843;i &#273;&#7875; t&#7921; vi&#7871;t code, m&#224; &#273;&#7875; &#273;&#7863;t &#273;&#250;ng c&#226;u h&#7887;i, &#273;&#432;a ra &#273;&#250;ng quy&#7871;t &#273;&#7883;nh v&#224; ch&#7883;u tr&#225;ch nhi&#7879;m v&#7899;i k&#7871;t qu&#7843;.</p><p>&#272;&#243; l&#224; kho&#7843;ng tr&#7889;ng m&#224; ph&#7847;n l&#7899;n ch&#432;&#417;ng tr&#236;nh &#273;&#224;o t&#7841;o AI hi&#7879;n nay &#273;ang b&#7887; ng&#7887;.</p><div><hr></div><h3>Kho&#225; h&#7885;c &#273;&#432;&#7907;c thi&#7871;t k&#7871; cho ng&#432;&#7901;i d&#7851;n d&#7855;t, kh&#244;ng ph&#7843;i ng&#432;&#7901;i th&#7921;c thi</h3><p>Tomorrow Marketers ph&#225;t tri&#7875;n kh&#243;a h&#7885;c <strong>Transform Organization with AI &amp; Technology</strong> - thi&#7871;t k&#7871; ri&#234;ng cho CEO, Founder, Business Owner, C-level v&#224; Head of Function &#273;ang tr&#7921;c ti&#7871;p ch&#7883;u tr&#225;ch nhi&#7879;m v&#7873; t&#259;ng tr&#432;&#7903;ng, v&#7853;n h&#224;nh v&#224; chuy&#7875;n &#273;&#7893;i doanh nghi&#7879;p.</p><p>Kho&#225; h&#7885;c kh&#244;ng bi&#7871;n b&#7841;n th&#224;nh k&#7929; s&#432; AI. B&#7841;n kh&#244;ng c&#7847;n bi&#7871;t code, kh&#244;ng c&#7847;n hi&#7875;u s&#226;u thu&#7853;t to&#225;n, kh&#244;ng c&#7847;n ch&#7841;y theo m&#7885;i c&#244;ng c&#7909; m&#7899;i xu&#7845;t hi&#7879;n. &#272;i&#7873;u b&#7841;n c&#7847;n l&#224; m&#7897;t h&#7879; t&#432; duy &#273;&#7911; r&#245; &#273;&#7875; hi&#7875;u AI n&#234;n n&#7857;m &#7903; &#273;&#226;u trong t&#7893; ch&#7913;c, n&#234;n gi&#7843;i quy&#7871;t b&#224;i to&#225;n n&#224;o tr&#432;&#7899;c, v&#224; l&#224;m th&#7871; n&#224;o &#273;&#7875; &#273;&#7897;i ng&#361; c&#243; th&#7875; th&#7921;c s&#7921; v&#7853;n h&#224;nh v&#7899;i AI.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FOQC!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F327def50-f9ee-4b2e-a1ef-f571cc5939c8_1200x1200.png" data-component-name="Image2ToDOM"><div 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Ch&#432;&#417;ng tr&#236;nh &#273;i theo 5 module, thi&#7871;t k&#7871; theo &#273;&#250;ng h&#224;nh tr&#236;nh m&#224; m&#7897;t l&#227;nh &#273;&#7841;o c&#7847;n tr&#7843;i qua khi &#273;&#432;a AI v&#224;o t&#7893; ch&#7913;c:</p><ul><li><p><strong>Foundation</strong> gi&#250;p b&#7841;n n&#7855;m r&#245; AI c&#243; th&#7875; v&#224; kh&#244;ng th&#7875; l&#224;m g&#236; - ph&#226;n bi&#7879;t Legacy AI, Generative AI v&#224; Agentic AI &#273;&#7875; ch&#7885;n &#273;&#250;ng c&#244;ng ngh&#7879; cho &#273;&#250;ng b&#224;i to&#225;n, thay v&#236; &#7913;ng d&#7909;ng theo phong tr&#224;o.</p></li><li><p><strong>Strategy</strong> gi&#250;p b&#7841;n r&#224; so&#225;t to&#224;n b&#7897; quy tr&#236;nh hi&#7879;n t&#7841;i, x&#225;c &#273;&#7883;nh &#273;i&#7875;m AI c&#243; th&#7875; t&#7841;o ra t&#225;c &#273;&#7897;ng th&#7921;c t&#7871;, v&#224; &#432;u ti&#234;n d&#7921; &#225;n &#273;&#7847;u ti&#234;n thay v&#236; d&#224;n tr&#7843;i ngu&#7891;n l&#7921;c.</p></li><li><p><strong>Design</strong> gi&#250;p b&#7841;n thi&#7871;t k&#7871; m&#7897;t d&#7921; &#225;n AI t&#7915; &#273;&#7847;u &#273;&#7871;n cu&#7889;i &#8212; chuy&#7875;n b&#224;i to&#225;n kinh doanh th&#224;nh b&#224;i to&#225;n AI, ph&#226;n c&#244;ng nh&#226;n s&#7921;, v&#224; thi&#7871;t l&#7853;p KPI &#273;o l&#432;&#7901;ng c&#7909; th&#7875; ngay t&#7915; &#273;&#7847;u.</p></li><li><p><strong>Experimentation</strong> gi&#250;p b&#7841;n x&#226;y v&#259;n ho&#225; th&#7917; nghi&#7879;m c&#243; ki&#7875;m so&#225;t &#8212; ki&#7875;m ch&#7913;ng gi&#225; tr&#7883; tr&#432;&#7899;c khi m&#7903; r&#7897;ng, &#273;&#7875; t&#7893; ch&#7913;c h&#7885;c nhanh h&#417;n m&#224; v&#7851;n gi&#7843;m thi&#7875;u r&#7911;i ro.</p></li><li><p><strong>Transformation</strong> gi&#250;p b&#7841;n x&#226;y l&#7897; tr&#236;nh chuy&#7875;n &#273;&#7893;i d&#224;i h&#7841;n, qu&#7843;n tr&#7883; r&#7911;i ro d&#7919; li&#7879;u v&#224; m&#244; h&#236;nh AI, &#273;&#7891;ng th&#7901;i d&#7851;n d&#7855;t thay &#273;&#7893;i v&#259;n ho&#225; t&#7893; ch&#7913;c t&#7915; b&#234;n trong - v&#236; 90% th&#7845;t b&#7841;i AI &#273;&#7871;n t&#7915; con ng&#432;&#7901;i, kh&#244;ng ph&#7843;i c&#244;ng ngh&#7879;.</p></li></ul><div><hr></div><p><strong>Ch&#432;&#417;ng tr&#236;nh &#273;&#432;&#7907;c ph&#225;t tri&#7875;n t&#7915; n&#7873;n t&#7843;ng Executive MBA h&#224;ng &#273;&#7847;u th&#7871; gi&#7899;i, &#7913;ng d&#7909;ng ph&#432;&#417;ng ph&#225;p Case Method v&#7899;i c&#225;c t&#236;nh hu&#7889;ng th&#7921;c ti&#7877;n trong b&#7889;i c&#7843;nh doanh nghi&#7879;p Vi&#7879;t Nam.</strong></p><p>Gi&#7843;ng vi&#234;n l&#224; ThS. Ph&#7841;m Minh Quang - Founder &amp; CEO Tomorrow Marketers, Nghi&#234;n c&#7913;u sinh Ti&#7871;n s&#297; ng&#224;nh Information System t&#7841;i &#272;&#7841;i h&#7885;c B&#7855;c Kinh, v&#7899;i n&#7873;n t&#7843;ng h&#7885;c thu&#7853;t AI t&#7915; &#272;&#7841;i h&#7885;c Qu&#7889;c gia Singapore. Anh c&#243; h&#417;n 11 n&#259;m &#273;i&#7873;u h&#224;nh doanh nghi&#7879;p v&#224; &#273;&#224;o t&#7841;o h&#417;n 30.000 h&#7885;c vi&#234;n &#8212; ng&#432;&#7901;i v&#7915;a c&#243; chi&#7873;u s&#226;u h&#7885;c thu&#7853;t v&#7873; AI, v&#7915;a hi&#7875;u th&#7921;c t&#7871; v&#7853;n h&#224;nh doanh nghi&#7879;p t&#7915; b&#234;n trong.</p><div><hr></div><h3>Th&#244;ng tin khai gi&#7843;ng</h3><p>Sau kho&#225; h&#7885;c, &#273;i&#7873;u b&#7841;n c&#243; kh&#244;ng ch&#7881; l&#224; ki&#7871;n th&#7913;c v&#7873; AI. &#272;i&#7873;u quan tr&#7885;ng h&#417;n l&#224; m&#7897;t framework th&#7921;c s&#7921; &#273;&#7875; nh&#236;n l&#7841;i doanh nghi&#7879;p c&#7911;a m&#236;nh - x&#225;c &#273;&#7883;nh &#273;&#226;u l&#224; c&#417; h&#7897;i th&#7853;t, &#273;&#226;u ch&#7881; l&#224; t&#237;n hi&#7879;u nhi&#7877;u - v&#224; bi&#7871;t c&#225;ch d&#7851;n d&#7855;t &#273;&#7897;i ng&#361; &#273;i t&#7915; &#253; t&#432;&#7903;ng &#273;&#7871;n tri&#7875;n khai c&#243; k&#7871;t qu&#7843;.</p><p><strong>&#128197; Khai gi&#7843;ng: 28/05/2026</strong> L&#7883;ch h&#7885;c: Th&#7913; 5 h&#224;ng tu&#7847;n | 19:00&#8211;21:00 | Online qua Zoom | 5 bu&#7893;i</p><p>Sau khi &#273;&#259;ng k&#253;, team Tomorrow Marketers s&#7869; li&#234;n h&#7879; trong v&#242;ng 1 ng&#224;y l&#224;m vi&#7879;c &#273;&#7875; t&#432; v&#7845;n chi ti&#7871;t v&#224; x&#225;c nh&#7853;n m&#7913;c &#273;&#7897; ph&#249; h&#7907;p tr&#432;&#7899;c khi b&#7841;n b&#7855;t &#273;&#7847;u ch&#432;&#417;ng tr&#236;nh.</p><p><strong>&#128073; &#272;&#259;ng k&#253; t&#432; v&#7845;n mi&#7877;n ph&#237; t&#7841;i:</strong> <a href="https://www.tomorrowmarketers.org/transform-org-with-ai?utm_source=substack">https://www.tomorrowmarketers.org/transform-org-with-ai?utm_source=substack</a></p>]]></content:encoded></item><item><title><![CDATA[Agentic AI là gì? Ứng dụng Agentic AI thế nào trong thực tế?]]></title><description><![CDATA[V&#224;i n&#259;m tr&#432;&#7899;c, LLM v&#224; Generative AI c&#242;n l&#224; kh&#225;i ni&#7879;m xa l&#7841;. V&#7853;y m&#224; gi&#7901;, c&#7843; th&#7871; gi&#7899;i &#273;ang th&#7843;o lu&#7853;n v&#7873; b&#432;&#7899;c ti&#7871;n ti&#7871;p theo: Agentic AI.]]></description><link>https://analytics.tomorrowmarketers.org/p/ung-dung-agentic-ai</link><guid isPermaLink="false">https://analytics.tomorrowmarketers.org/p/ung-dung-agentic-ai</guid><dc:creator><![CDATA[Analytics & AI Strategy]]></dc:creator><pubDate>Mon, 04 May 2026 10:14:02 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NQme!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>V&#224;i n&#259;m tr&#432;&#7899;c, LLM (m&#244; h&#236;nh ng&#244;n ng&#7919; l&#7899;n) v&#224; Generative AI (AI t&#7841;o sinh) c&#242;n l&#224; kh&#225;i ni&#7879;m xa l&#7841; v&#7899;i ph&#7847;n l&#7899;n m&#7885;i ng&#432;&#7901;i.</p><p>V&#7853;y m&#224; gi&#7901;, c&#7843; th&#7871; gi&#7899;i &#273;ang th&#7843;o lu&#7853;n v&#7873; b&#432;&#7899;c ti&#7871;n ti&#7871;p theo: <strong>Agentic AI</strong>. </p><h2>Agentic AI l&#224; g&#236; v&#224; l&#224;m &#273;&#432;&#7907;c g&#236;?</h2><p>Agentic AI l&#224; h&#7879; th&#7889;ng AI c&#243; kh&#7843; n&#259;ng t&#7921; nh&#7853;n th&#7913;c, suy lu&#7853;n v&#224; h&#224;nh &#273;&#7897;ng &#273;&#7875; ho&#224;n th&#224;nh m&#7909;c ti&#234;u &#8212; th&#432;&#7901;ng bao g&#7891;m nhi&#7873;u agent ph&#7889;i h&#7907;p v&#7899;i nhau.</p><p>Kh&#225;c v&#7899;i chatbot th&#244;ng th&#432;&#7901;ng - b&#7841;n h&#7887;i, n&#243; tr&#7843; l&#7901;i &#8212; AI Agent t&#237;ch h&#7907;p v&#7899;i c&#225;c h&#7879; th&#7889;ng ph&#7847;n m&#7873;m kh&#225;c, th&#7921;c hi&#7879;n task &#273;a b&#432;&#7899;c, v&#224; ra quy&#7871;t &#273;&#7883;nh nh&#432; m&#7897;t con ng&#432;&#7901;i th&#7853;t s&#7921;.</p><p>H&#227;y t&#432;&#7903;ng t&#432;&#7907;ng &#273;&#417;n gi&#7843;n th&#7871; n&#224;y: b&#7841;n &#273;ang mu&#7889;n &#273;&#7863;t m&#7897;t chuy&#7871;n du l&#7883;ch. Thay v&#236; b&#7841;n l&#234;n Google Flights, Booking,&#8230; check l&#7883;ch, so s&#225;nh gi&#225;, &#273;&#7863;t v&#233;, thanh to&#225;n,&#8230; M&#7897;t AI agent c&#243; th&#7875; &#273;&#7885;c email c&#7911;a b&#7841;n, ki&#7875;m tra l&#7883;ch, truy c&#7853;p c&#225;c trang &#273;&#7863;t v&#233;, so s&#225;nh gi&#225;, r&#7891;i <em>t&#7921; &#273;&#7863;t v&#224; thanh to&#225;n</em> m&#224; kh&#244;ng c&#7847;n b&#7841;n l&#224;m g&#236; th&#234;m.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NQme!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NQme!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 424w, https://substackcdn.com/image/fetch/$s_!NQme!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 848w, https://substackcdn.com/image/fetch/$s_!NQme!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!NQme!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NQme!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg" width="1456" height="688" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:688,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Agentic AI, explained | MIT Sloan&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Agentic AI, explained | MIT Sloan" title="Agentic AI, explained | MIT Sloan" srcset="https://substackcdn.com/image/fetch/$s_!NQme!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 424w, https://substackcdn.com/image/fetch/$s_!NQme!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 848w, https://substackcdn.com/image/fetch/$s_!NQme!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!NQme!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffe115984-6930-4c2e-8abc-8e38d54b7bc0_2880x1360.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Trong th&#7871; gi&#7899;i v&#7853;t l&#253;, m&#7897;t agent c&#242;n c&#243; th&#7875; k&#7871;t n&#7889;i v&#7899;i camera, c&#7843;m bi&#7871;n v&#7853;t l&#253;. V&#237; d&#7909;: gi&#225;m s&#225;t d&#226;y chuy&#7873;n nh&#224; m&#225;y, ph&#225;t hi&#7879;n s&#7921; c&#7889;, v&#224; t&#7921; d&#7915;ng b&#259;ng chuy&#7873;n m&#224; kh&#244;ng c&#7847;n ng&#432;&#7901;i nh&#7845;n n&#250;t.</p><p>&#272;&#243; l&#224; l&#253; do Jensen Huang (CEO Nvidia) g&#7885;i &#273;&#226;y l&#224; <strong>"c&#417; h&#7897;i h&#224;ng ngh&#236;n t&#7927; &#273;&#244;"</strong> cho m&#7885;i ng&#224;nh.</p><h2>Doanh nghi&#7879;p &#273;ang &#7913;ng d&#7909;ng Agentic AI th&#7871; n&#224;o trong th&#7921;c t&#7871;?</h2><p>Theo kh&#7843;o s&#225;t n&#259;m 2025 c&#7911;a MIT Sloan Management Review v&#224; BCG, 35% doanh nghi&#7879;p &#273;&#227; tri&#7875;n khai AI agent, v&#224; th&#234;m 44% c&#243; k&#7871; ho&#7841;ch l&#224;m &#273;i&#7873;u n&#224;y trong t&#432;&#417;ng lai g&#7847;n. C&#225;c nh&#224; cung c&#7845;p ph&#7847;n m&#7873;m l&#7899;n nh&#432; Microsoft, Salesforce, Google v&#224; IBM c&#361;ng &#273;ang th&#250;c &#273;&#7849;y tri&#7875;n khai quy m&#244; l&#7899;n b&#7857;ng c&#225;ch t&#237;ch h&#7907;p tr&#7921;c ti&#7871;p n&#259;ng l&#7921;c Agentic AI v&#224;o n&#7873;n t&#7843;ng c&#7911;a h&#7885;.</p><p>AI agent th&#432;&#7901;ng s&#7869; &#273;&#432;&#7907;c tri&#7875;n khai trong hai t&#236;nh hu&#7889;ng:</p><ul><li><p>&#272;&#7875; ra quy&#7871;t &#273;&#7883;nh ch&#7845;t l&#432;&#7907;ng cao h&#417;n con ng&#432;&#7901;i, nh&#7901; &#237;t b&#7883; h&#7841;n ch&#7871; v&#7873; th&#244;ng tin hay nh&#7853;n th&#7913;c h&#417;n.</p></li><li><p>&#272;&#7875; ra quy&#7871;t &#273;&#7883;nh c&#243; ch&#7845;t l&#432;&#7907;ng t&#432;&#417;ng &#273;&#432;&#417;ng ho&#7863;c th&#7853;m ch&#237; th&#7845;p h&#417;n con ng&#432;&#7901;i, nh&#432;ng v&#7899;i m&#7913;c gi&#7843;m &#273;&#225;ng k&#7875; v&#7873; chi ph&#237; v&#224; c&#244;ng s&#7913;c.</p></li></ul><p>M&#7897;t v&#224;i v&#237; d&#7909; th&#7921;c t&#7871;:</p><ul><li><p><strong>Ng&#226;n h&#224;ng (JPMorgan Chase):</strong> D&#249;ng agent &#273;&#7875; ph&#225;t hi&#7879;n gian l&#7853;n, t&#7921; &#273;&#7897;ng h&#243;a ph&#234; duy&#7879;t kho&#7843;n vay v&#224; quy tr&#236;nh ph&#225;p l&#253;.</p></li><li><p><strong>B&#225;n l&#7867; (Walmart):</strong> Agent h&#7895; tr&#7907; mua s&#7855;m c&#225; nh&#226;n h&#243;a, x&#7917; l&#253; d&#7883;ch v&#7909; kh&#225;ch h&#224;ng, l&#234;n k&#7871; ho&#7841;ch h&#224;ng h&#243;a.</p></li><li><p><strong>Th&#7883; tr&#432;&#7901;ng th&#244;ng tin b&#7845;t c&#226;n x&#7913;ng</strong> (mua b&#7843;o hi&#7875;m, xe c&#361;, b&#7845;t &#273;&#7897;ng s&#7843;n): Agent theo d&#245;i li&#234;n t&#7909;c, cross-reference d&#7919; li&#7879;u, v&#224; ph&#225;t hi&#7879;n discrepancy m&#224; con ng&#432;&#7901;i m&#7845;t h&#224;ng gi&#7901; m&#7899;i t&#236;m ra.</p></li></ul><p>T&#236;m hi&#7875;u th&#234;m v&#7873; c&#225;ch &#7913;ng d&#7909;ng AI Agent &amp; Agentic AI trong kh&#243;a h&#7885;c <a href="https://www.tomorrowmarketers.org/generative-ai?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=agentic_ai">Generative &amp; Agentic AI</a> c&#7911;a Tomorrow Marketers AI. </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!oYyK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!oYyK!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 424w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 848w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 1272w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!oYyK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png" width="1431" height="809" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:809,&quot;width&quot;:1431,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!oYyK!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 424w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 848w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 1272w, https://substackcdn.com/image/fetch/$s_!oYyK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6dde28d-68d9-426e-9a3e-ed26fe6dca38_1431x809.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>3 &#273;i&#7873;u c&#7847;n bi&#7871;t tr&#432;&#7899;c khi tri&#7875;n khai Agentic AI cho doanh nghi&#7879;p</h2><h3>1. Ph&#7847;n n&#7863;ng nh&#7845;t kh&#244;ng ph&#7843;i l&#224; AI - m&#224; l&#224; data v&#224; h&#7879; th&#7889;ng xung quanh n&#243;</h3><p>M&#7897;t nghi&#234;n c&#7913;u c&#7911;a MIT m&#244; t&#7843; vi&#7879;c s&#7917; d&#7909;ng AI agent cho th&#7845;y th&#225;ch th&#7913;c l&#7899;n nh&#7845;t kh&#244;ng ph&#7843;i l&#224; prompt engineering hay tinh ch&#7881;nh m&#244; h&#236;nh, m&#224; l&#224; cleaning data, chuy&#7875;n &#273;&#7893;i &#273;&#7883;nh d&#7841;ng, v&#224; t&#237;ch h&#7907;p v&#224;o quy tr&#236;nh s&#7861;n c&#243;.</p><p>N&#243;i &#273;&#417;n gi&#7843;n: n&#7871;u data c&#7911;a b&#7841;n l&#7897;n x&#7897;n, agent s&#7869; l&#224;m theo &#273;&#250;ng nh&#7919;ng th&#7913; sai d&#249; b&#7841;n c&#243; d&#224;nh nhi&#7873;u th&#7901;i gian tinh ch&#7881;nh m&#244; h&#236;nh &#273;&#7871;n th&#7871; n&#224;o. </p><h3>2. &#8220;T&#237;nh c&#225;ch&#8221; c&#7911;a agent quan tr&#7885;ng h&#417;n b&#7841;n ngh&#297;.</h3><p>Nghi&#234;n c&#7913;u c&#7911;a MIT cho th&#7845;y khi agent &#273;&#432;&#7907;c thi&#7871;t k&#7871; v&#7899;i &#8220;t&#237;nh c&#225;ch&#8221; ph&#249; h&#7907;p v&#7899;i con ng&#432;&#7901;i trong team, hi&#7879;u su&#7845;t, n&#259;ng su&#7845;t v&#224; kh&#7843; n&#259;ng c&#7897;ng t&#225;c &#273;&#7873;u t&#7889;t h&#417;n. </p><p>V&#237; d&#7909;: ng&#432;&#7901;i c&#243; t&#237;nh c&#225;ch c&#7903;i m&#7903; l&#224;m vi&#7879;c t&#7889;t h&#417;n v&#7899;i agent c&#7849;n th&#7853;n. Ng&#432;&#7901;i hay do d&#7921; th&#236; kh&#244;ng n&#234;n gh&#233;p v&#7899;i agent hay ph&#7843;n b&#225;c. Nghe c&#243; v&#7867; l&#7841;, nh&#432;ng &#273;&#226;y l&#224; k&#7871;t qu&#7843; th&#7921;c nghi&#7879;m.</p><h3>3. Con ng&#432;&#7901;i v&#7851;n ph&#7843;i &#273;&#243;ng vai tr&#242; ra quy&#7871;t &#273;&#7883;nh</h3><p>Agent &#273;&#432;&#7907;c hu&#7845;n luy&#7879;n &#273;&#7875; x&#7917; l&#253; c&#225;c t&#236;nh hu&#7889;ng trong k&#7883;ch b&#7843;n &#8212; khi g&#7863;p ngo&#7841;i l&#7879;, n&#243; d&#7877; sai theo nh&#7919;ng c&#225;ch kh&#243; &#273;o&#225;n tr&#432;&#7899;c.</p><p>&#272;&#7915;ng &#273;&#7875; agent t&#7921; quy&#7871;t &#273;&#7883;nh nh&#7919;ng th&#7913; quan tr&#7885;ng m&#224; kh&#244;ng c&#243; ng&#432;&#7901;i ki&#7875;m tra l&#7841;i &#8212; &#237;t nh&#7845;t l&#224; &#7903; giai &#273;o&#7841;n &#273;&#7847;u.</p><h2>R&#7911;i ro c&#7847;n l&#432;u &#253; khi tri&#7875;n khai Agentic AI</h2><p>Agent c&#224;ng t&#7921; ch&#7911;, h&#7853;u qu&#7843; khi n&#243; l&#224;m sai c&#224;ng l&#7899;n. C&#243; 3 r&#7911;i ro ch&#237;nh c&#7847;n ki&#7875;m so&#225;t t&#7915; &#273;&#7847;u:</p><ul><li><p><strong>&#272;&#7897; tin c&#7853;y kh&#244;ng &#273;&#7891;ng &#273;&#7873;u.</strong> Agent kh&#244;ng ph&#7843;i l&#250;c n&#224;o c&#361;ng &#273;&#250;ng &#8212; v&#224; khi sai trong c&#225;c quy&#7871;t &#273;&#7883;nh quan tr&#7885;ng (t&#7915; ch&#7889;i kho&#7843;n vay, lo&#7841;i h&#7891; s&#417; tuy&#7875;n sinh), thi&#7879;t h&#7841;i c&#242;n l&#7899;n h&#417;n c&#7843; AI hallucination th&#244;ng th&#432;&#7901;ng.</p></li><li><p><strong>An ninh m&#7841;ng.</strong> Agent c&#243; quy&#7873;n truy c&#7853;p v&#224;o h&#7879; th&#7889;ng th&#7853;t, d&#7919; li&#7879;u th&#7853;t. N&#7871;u b&#7883; khai th&#225;c ho&#7863;c c&#7845;u h&#236;nh sai, &#273;&#226;y kh&#244;ng ch&#7881; l&#224; l&#7895;i ph&#7847;n m&#7873;m &#8212; m&#224; l&#224; l&#7895; h&#7893;ng b&#7843;o m&#7853;t nghi&#234;m tr&#7885;ng.</p></li><li><p><strong>Tr&#225;ch nhi&#7879;m gi&#7843;i tr&#236;nh.</strong> Khi kh&#244;ng c&#243; con ng&#432;&#7901;i trong v&#242;ng l&#7863;p, ai ch&#7883;u tr&#225;ch nhi&#7879;m khi agent l&#224;m sai? C&#226;u h&#7887;i n&#224;y c&#7847;n c&#243; c&#226;u tr&#7843; l&#7901;i r&#245; r&#224;ng tr&#432;&#7899;c khi tri&#7875;n khai &#8212; kh&#244;ng ph&#7843;i sau khi s&#7921; c&#7889; x&#7843;y ra.</p></li></ul><h3>G&#243;c nh&#236;n th&#7921;c t&#7871;</h3><p>Agentic AI kh&#244;ng ph&#7843;i th&#7913; g&#236; &#273;&#243; c&#7911;a t&#432;&#417;ng lai. N&#243; &#273;ang &#273;&#432;&#7907;c tri&#7875;n khai trong c&#225;c h&#7879; th&#7889;ng l&#7899;n ngay l&#250;c n&#224;y.</p><p>V&#7899;i nh&#7919;ng ng&#432;&#7901;i l&#224;m marketing, data, ho&#7863;c &#273;ang v&#7853;n h&#224;nh business nh&#7887; &#8212; &#273;&#226;y ch&#237;nh x&#225;c l&#224; th&#7913; c&#243; th&#7875; gi&#250;p b&#7841;n l&#224;m &#273;&#432;&#7907;c vi&#7879;c c&#7911;a m&#7897;t team m&#224; ch&#7881; c&#7847;n m&#7897;t ng&#432;&#7901;i. </p><p>N&#7871;u b&#7841;n &#273;ang l&#224; CEO ho&#7863;c l&#227;nh &#273;&#7841;o, mu&#7889;n &#7913;ng d&#7909;ng AI v&#224;o doanh nghi&#7879;p nh&#432;ng kh&#244;ng bi&#7871;t b&#7855;t &#273;&#7847;u t&#7915; &#273;&#226;u, Tomorrow Marketers c&#243; 3 kh&#243;a h&#7885;c chi&#7871;n l&#432;&#7907;c AI &#273;&#432;&#7907;c thi&#7871;t k&#7871; ri&#234;ng cho b&#7841;n:</p><ul><li><p><a href="https://www.tomorrowmarketers.org/ceo-program?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=agentic_ai">AI CEO Program</a> &#8212; t&#432; duy chi&#7871;n l&#432;&#7907;c &#273;&#7875; d&#7851;n d&#7855;t doanh nghi&#7879;p trong k&#7927; nguy&#234;n AI</p></li><li><p><a href="https://www.tomorrowmarketers.org/transform-org-with-ai?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=agentic_ai">Transforming Organization with AI &amp; Tech</a> &#8212; x&#226;y l&#7897; tr&#236;nh chuy&#7875;n &#273;&#7893;i c&#243; KPI r&#245; r&#224;ng</p></li><li><p><a href="https://www.tomorrowmarketers.org/ai-marketing-sales-system?utm_source=substack&amp;utm_medium=anchor_text&amp;utm_campaign=lauching_ai_course&amp;utm_content=agentic_ai">AI Marketing &amp; Sales System</a> &#8212; k&#7871;t n&#7889;i Marketing, Sales v&#224; Data &amp; AI th&#224;nh h&#7879; th&#7889;ng c&#243; th&#7875; scale</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!xD_E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F80fa3e52-45ac-47ec-9fd1-3efc3c776805_1350x800.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!xD_E!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F80fa3e52-45ac-47ec-9fd1-3efc3c776805_1350x800.png 424w, https://substackcdn.com/image/fetch/$s_!xD_E!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F80fa3e52-45ac-47ec-9fd1-3efc3c776805_1350x800.png 848w, 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