{"id":40945,"date":"2026-09-17T11:45:33","date_gmt":"2026-09-17T06:15:33","guid":{"rendered":"https:\/\/www.themediaant.com\/blog\/?p=40945"},"modified":"2026-09-17T11:48:05","modified_gmt":"2026-09-17T06:18:05","slug":"ant10-ai-media-planning-updates","status":"publish","type":"post","link":"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/","title":{"rendered":"Ant10 Gets Smarter: 4 Updates Making AI Media Planning More Reliable"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">When we launched Ant10, the idea was simple: <strong>media planning shouldn&#8217;t require days of spreadsheets, research and back-and-forth before a marketer can see a workable plan.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ant10 was built to turn a campaign brief into a structured media plan \u2014 helping marketers move from a campaign objective to media recommendations, budget allocation and a plan they can review and refine.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you&#8217;re new to Ant10, we&#8217;ve previously explored <strong><a href=\"https:\/\/www.themediaant.com\/blog\/ai-media-planner-ant10\/\">how AI can be used for media planning<\/a><\/strong> and <strong><a href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-tool-india\/\">how Ant10 approaches AI-powered media planning in India<\/a><\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But building an AI media planning tool doesn&#8217;t end at launch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Once people start using a product for real campaign briefs, they find things that aren&#8217;t always obvious during development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some recommendations need refinement. Some workflows need to be easier. Some assumptions that look reasonable in theory don&#8217;t hold up in actual use.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s exactly what happened with Ant10.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The latest version includes four significant improvements:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>A better mobile experience<\/li>\n\n\n\n<li>More accurate media recommendations<\/li>\n\n\n\n<li>Better validation of active media<\/li>\n\n\n\n<li>Smarter editing and context retention<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Here&#8217;s what changed \u2014 and why it matters.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#1_Ant10_is_now_built_for_mobile_users_too\" >1. Ant10 is now built for mobile users too<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#2_More_accurate_media_recommendations\" >2. More accurate media recommendations<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#3_Fewer_AI_hallucinations_%E2%80%94_and_better_validation_of_active_media\" >3. Fewer AI hallucinations \u2014 and better validation of active media<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#AI_hallucination_in_media_planning_is_different_from_a_wrong_answer\" >AI hallucination in media planning is different from a wrong answer<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#4_Smarter_editing_because_the_first_plan_is_rarely_the_final_plan\" >4. Smarter editing: because the first plan is rarely the final plan<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#What_these_four_updates_tell_us_about_building_an_AI_media_planning_tool\" >What these four updates tell us about building an AI media planning tool<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#1_The_AI_needs_to_understand_the_brief\" >1. The AI needs to understand the brief<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#2_The_AI_needs_access_to_relevant_media_intelligence\" >2. The AI needs access to relevant media intelligence<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#3_The_recommendations_need_to_be_executable\" >3. The recommendations need to be executable<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#4_The_AI_needs_to_work_with_the_planner_not_just_answer_the_planner\" >4. The AI needs to work with the planner, not just answer the planner<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#What_we_learned_from_putting_Ant10_in_the_hands_of_users\" >What we learned from putting Ant10 in the hands of users<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#From_generating_plans_to_making_planning_better\" >From generating plans to making planning better<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#Whats_next_for_Ant10\" >What&#8217;s next for Ant10?<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#Try_the_updated_Ant10\" >Try the updated Ant10<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#Try_Ant10_%E2%86%92\" >Try Ant10 \u2192<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-updates\/#More_on_Ant10\" >More on Ant10<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Ant10_is_now_built_for_mobile_users_too\"><\/span>1. Ant10 is now built for mobile users too<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"431\" height=\"933\" src=\"https:\/\/i0.wp.com\/www.themediaant.com\/blog\/wp-content\/uploads\/2026\/09\/1786017178296.jpeg?resize=431%2C933&#038;ssl=1\" alt=\"\" class=\"wp-image-40946\" title=\"\" srcset=\"https:\/\/i0.wp.com\/www.themediaant.com\/blog\/wp-content\/uploads\/2026\/09\/1786017178296.jpeg?w=431&amp;ssl=1 431w, https:\/\/i0.wp.com\/www.themediaant.com\/blog\/wp-content\/uploads\/2026\/09\/1786017178296.jpeg?resize=139%2C300&amp;ssl=1 139w\" sizes=\"(max-width: 431px) 100vw, 431px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">One of the first things we noticed after launch was something we hadn&#8217;t expected to be as significant: <strong>nearly 20% of Ant10 users were accessing the tool from mobile devices.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The earlier experience wasn&#8217;t good enough.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A responsive website isn&#8217;t necessarily a good mobile product. Media planning involves budgets, tables, recommendations and multiple pieces of information that need to be easy to read and interact with.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So we improved the experience with mobile usage in mind.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result is a <strong>mobile-optimised Ant10 experience<\/strong>, making it easier to access and work with media plans when you&#8217;re not sitting in front of a laptop.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This matters because media planning doesn&#8217;t always happen at a desk.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A marketer may want to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Check a recommendation before a meeting<\/li>\n\n\n\n<li>Review a media mix while travelling<\/li>\n\n\n\n<li>Make a quick change to a campaign brief<\/li>\n\n\n\n<li>Revisit a plan from a phone<\/li>\n\n\n\n<li>Explore media options before building a detailed plan<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The goal is simple:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ant10 should work where marketers work.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_More_accurate_media_recommendations\"><\/span>2. More accurate media recommendations<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI can produce an answer very quickly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But speed isn&#8217;t particularly useful if the recommendation isn&#8217;t accurate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some early Ant10 users pointed out that <strong>the quantities of certain media recommended in a plan weren&#8217;t always accurate enough.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is an important distinction in media planning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Recommending <em>Outdoor<\/em> is one thing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Recommending a specific quantity of outdoor inventory that makes sense for the campaign&#8217;s geography, budget and objective is another.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A useful AI media planning tool has to understand the difference.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We&#8217;ve therefore refined the underlying recommendation logic to improve how Ant10 evaluates media quantities and builds its recommended plans.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The objective isn&#8217;t simply to generate more recommendations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is to generate recommendations that are <strong>more useful as a starting point for an actual media plan.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And this is where Ant10&#8217;s underlying media intelligence matters.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Media Ant has built a database containing <strong>3.5 lakh+ advertising options<\/strong>, giving Ant10 a much more specific media universe to work with than a general-purpose AI system that is simply asked to suggest advertising channels.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A general AI tool can tell you that outdoor advertising might work for a campaign.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A purpose-built media planning tool needs to help answer a much more practical question:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Which media opportunities actually make sense for this brief?<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Fewer_AI_hallucinations_%E2%80%94_and_better_validation_of_active_media\"><\/span>3. Fewer AI hallucinations \u2014 and better validation of active media<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This is perhaps the most important change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One of the challenges of using generic AI for media planning is that an answer can <strong>sound completely plausible while still being impossible to execute.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We encountered exactly this problem in Ant10.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Some recommendations included inactive media \u2014 including examples such as <strong>IPL 2026 inventory after the tournament had already ended.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For a media planner, that&#8217;s not a minor error.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A media recommendation is useful only if the opportunity actually exists and can be considered for execution.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So we&#8217;ve improved Ant10&#8217;s validation process to check whether media opportunities are active before they are included in recommendations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is an important part of building an AI media planning tool for the real world.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_hallucination_in_media_planning_is_different_from_a_wrong_answer\"><\/span>AI hallucination in media planning is different from a wrong answer<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If a chatbot gives you an incorrect fact in a general conversation, you can correct it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In media planning, an incorrect recommendation can have practical consequences.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It can lead to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Time spent researching unavailable inventory<\/li>\n\n\n\n<li>Incorrect assumptions during budget planning<\/li>\n\n\n\n<li>Unnecessary back-and-forth with vendors<\/li>\n\n\n\n<li>Plans that need to be rebuilt<\/li>\n\n\n\n<li>Loss of confidence in the AI-generated recommendation<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s why <strong>freshness and validation matter alongside intelligence.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal isn&#8217;t to make Ant10 sound smarter.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal is to make it <strong>more trustworthy as a planning starting point.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This builds on a distinction we&#8217;ve discussed in our earlier article on <strong><a href=\"https:\/\/www.themediaant.com\/blog\/ai-media-planner-ant10\/?utm_source=chatgpt.com\">AI media planners and how Ant10 approaches media planning<\/a><\/strong>: a useful AI media planner needs more than generic marketing knowledge. It needs media-specific planning logic and relevant information about actual advertising opportunities.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Smarter_editing_because_the_first_plan_is_rarely_the_final_plan\"><\/span>4. Smarter editing: because the first plan is rarely the final plan<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">No media planner expects the first version of a plan to be the final version.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Budgets change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geographies change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A client asks for more TV.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Someone wants to remove outdoor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The campaign duration changes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The target audience gets narrower.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A new business requirement appears halfway through the conversation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is where conversational AI should have a real advantage over traditional planning workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But that only works if the AI understands what has already been decided.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We&#8217;ve therefore improved Ant10&#8217;s <strong>edit logic<\/strong>, making it easier to refine a plan while retaining the context of the existing conversation and recommendations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of treating every edit as a completely new request, Ant10 is better at understanding that the user is <strong>modifying an existing plan.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s an important step towards making AI useful beyond the initial generation of a media plan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because the real workflow isn&#8217;t:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Brief \u2192 Plan \u2192 Done<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It&#8217;s:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Brief \u2192 Plan \u2192 Question \u2192 Edit \u2192 Compare \u2192 Refine \u2192 Finalise<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And that&#8217;s how we want Ant10 to work.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_these_four_updates_tell_us_about_building_an_AI_media_planning_tool\"><\/span>What these four updates tell us about building an AI media planning tool<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">These changes might look like four separate product updates.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But together, they point to something bigger.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Building an AI media planner isn&#8217;t just about putting a chatbot interface on top of media data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are at least four different problems to solve.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_The_AI_needs_to_understand_the_brief\"><\/span>1. The AI needs to understand the brief<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">What is the objective?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Who is the audience?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Where are they?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What is the budget?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What does the campaign need to achieve?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_The_AI_needs_access_to_relevant_media_intelligence\"><\/span>2. The AI needs access to relevant media intelligence<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A useful media plan needs more than generic marketing knowledge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It needs access to real media opportunities, along with information such as audience, geography, pricing and availability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is one of the fundamental differences between a general-purpose AI chatbot and a purpose-built <strong><a href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-tool-india\/?utm_source=chatgpt.com\">AI media planning tool<\/a><\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A chatbot can suggest that a brand consider television, outdoor, digital or radio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A media planning tool needs to take the next step: <strong>evaluate those options in the context of the actual campaign.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_The_recommendations_need_to_be_executable\"><\/span>3. The recommendations need to be executable<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A theoretically suitable channel isn&#8217;t enough.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The media needs to be relevant.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The opportunity needs to be active.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The recommendation needs to make sense for the budget and campaign.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is particularly important when AI is being used for a task that eventually leads to real-world spending.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_The_AI_needs_to_work_with_the_planner_not_just_answer_the_planner\"><\/span>4. The AI needs to work with the planner, not just answer the planner<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The first answer is only the beginning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The ability to ask questions, change assumptions and refine the plan without starting again is what turns an AI generator into a <strong>planning assistant.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_we_learned_from_putting_Ant10_in_the_hands_of_users\"><\/span>What we learned from putting Ant10 in the hands of users<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">One of the things we&#8217;ve learned since launching Ant10 is that product development doesn&#8217;t happen entirely inside a product roadmap.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It happens when someone says:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;This recommendation doesn&#8217;t look right.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Or:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;Can I edit this?&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Or:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;I&#8217;m trying to use this on my phone.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Or simply:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;Why is it recommending something that isn&#8217;t available anymore?&#8221;<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Those questions are valuable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They tell us where the gap is between <strong>what an AI tool can generate<\/strong> and <strong>what a marketer actually needs.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The latest Ant10 improvements came directly from that gap.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And that&#8217;s an important part of building AI products: <strong>the first version gives you a product; real users help you build a better one.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"From_generating_plans_to_making_planning_better\"><\/span>From generating plans to making planning better<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">The first version of Ant10 was about solving the blank-page problem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Give the tool a campaign brief and get a structured starting point.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The latest updates take the product a step further.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It&#8217;s not just about generating a plan anymore. It&#8217;s about making that plan:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>More accessible<\/strong> \u2014 with a better mobile experience.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>More accurate<\/strong> \u2014 with improved recommendation logic.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>More reliable<\/strong> \u2014 with better validation of active media.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>More flexible<\/strong> \u2014 with smarter editing and context retention.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That distinction matters.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because the goal of AI in media planning isn&#8217;t simply to produce an answer faster.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It&#8217;s to make the <strong>planning process itself easier to navigate.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Whats_next_for_Ant10\"><\/span>What&#8217;s next for Ant10?<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">We&#8217;re treating this as an ongoing process rather than a finished product.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As more marketers, media planners, agencies, founders and businesses use Ant10, their feedback will continue to shape how the product evolves.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The questions we receive are often as useful as the answers we build.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because ultimately, we&#8217;re not trying to build an AI that simply <em>knows about media planning<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We&#8217;re trying to build one that can <strong>help people actually plan media.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And that means continuing to improve the details that matter in the real world \u2014 accuracy, availability, context, usability and the ability to turn a recommendation into something a marketer can actually work with.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Try_the_updated_Ant10\"><\/span>Try the updated Ant10<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you haven&#8217;t tried Ant10 yet, this is a good time to explore it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Describe your campaign brief, including your objective, target audience, geography and budget, and see how Ant10 turns it into a structured media plan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And if you&#8217;ve already used Ant10, <strong>keep the feedback coming.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The latest improvements \u2014 from better mobile usability and recommendation accuracy to active-media validation and smarter editing \u2014 have been shaped by how people are actually using the tool.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Try_Ant10_%E2%86%92\"><\/span><a href=\"https:\/\/www.themediaant.com\/chat\">Try Ant10 \u2192<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"More_on_Ant10\"><\/span>More on Ant10<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>New to AI-powered media planning?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/www.themediaant.com\/blog\/ai-media-planner-ant10\">Ant10: The AI Media Planner Powered by The Media Ant&#8217;s Planning Expertise<\/a><\/strong> \u2014 Understand how AI can be applied specifically to media planning.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.themediaant.com\/blog\/ant10-ai-media-planning-tool-india\/\">Ant10: The AI Media Planning Tool Built for How India Actually Advertises<\/a><\/strong> \u2014 Explore the thinking, data and planning expertise behind Ant10.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.themediaant.com\/chat\">Try Ant10<\/a><\/strong> \u2014 Put your campaign brief into the updated Ant10 experience.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When we launched Ant10, the idea was simple: media planning shouldn&#8217;t require days of spreadsheets, research and back-and-forth before a marketer can see a workable plan. Ant10 was built to&#8230;<\/p>\n","protected":false},"author":34,"featured_media":40947,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[2105],"tags":[4263,4261,4219,4262,4218,4264],"class_list":["post-40945","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-media-planning","tag-ai-media-plan-generator","tag-ai-media-planner","tag-ai-media-planning","tag-ai-media-planning-software","tag-ant10","tag-automated-media-planning"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.themediaant.com\/blog\/wp-content\/uploads\/2026\/09\/jpeg-optimizer_ChatGPT-Image-Sep-17-2026-11_34_53-AM.png?fit=916%2C609&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/posts\/40945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/comments?post=40945"}],"version-history":[{"count":2,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/posts\/40945\/revisions"}],"predecessor-version":[{"id":40950,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/posts\/40945\/revisions\/40950"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/media\/40947"}],"wp:attachment":[{"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/media?parent=40945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/categories?post=40945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.themediaant.com\/blog\/wp-json\/wp\/v2\/tags?post=40945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}