{"id":12047,"date":"2026-02-09T14:34:05","date_gmt":"2026-02-09T14:34:05","guid":{"rendered":"https:\/\/smarter-ecommerce.com\/blog\/en\/?p=12047"},"modified":"2026-02-12T10:01:20","modified_gmt":"2026-02-12T10:01:20","slug":"what-is-smartscoreai-for-product-segmentation-and-how-does-it-work","status":"publish","type":"post","link":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/","title":{"rendered":"What is SmartScoreAI and how does it work?"},"content":{"rendered":"\n<p>SmartScore<sup>AI<\/sup> is a predictive AI solution developed by Smarter Ecommerce (smec) that assesses an individual product&#8217;s potential to achieve specific business goals, such as increasing revenue and ROAS efficiency. By synthesizing multi-dimensional data points\u2014including historical performance, price competitiveness, and first-party data\u2014into a single metric, it allows retailers to align automated bidding with actual business priorities.<\/p>\n\n\n\n<script>\nconst h1 = document.querySelector('h1.entry-title');\nif (h1) {\n  h1.innerHTML = h1.innerHTML.replace(\/SmartScoreAI\/g, 'SmartScore<sup>AI<\/sup>');\n}\n<\/script>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"434\" src=\"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/SmartScoreAI-by-smec-for-smart-campaign-optimization-1024x434.png\" alt=\"Illustration of SmartScoreAI developed by smec for predictive AI for campaign optimization\" class=\"wp-image-12051\" srcset=\"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/SmartScoreAI-by-smec-for-smart-campaign-optimization-1024x434.png 1024w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/SmartScoreAI-by-smec-for-smart-campaign-optimization-300x127.png 300w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/SmartScoreAI-by-smec-for-smart-campaign-optimization-1536x651.png 1536w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/SmartScoreAI-by-smec-for-smart-campaign-optimization.png 1774w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">An example of how Smart Score is bridging the data gap<\/figcaption><\/figure>\n<\/div>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#the-mechanics-of-smartscoreai-bridging-the-data-gap\" >The mechanics of SmartScoreAI: Bridging the data gap<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#strategic-advantages-for-the-cmo-driving-roi-and-profitability-with-full-oversight\" >Strategic advantages for the CMO: Driving ROI and profitability with full oversight<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#operational-efficiency-for-the-ppc-manager-activating-the-long-tail-while-saving-time-and-effort\" >Operational efficiency for the PPC Manager: Activating the long tail, while saving time and effort<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#how-to-implement-smartscoreai-in-your-workflow\" >How to implement SmartScoreAI in your workflow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#outlook-the-future-of-predictive-ecommerce-in-2026\" >Outlook: The future of predictive ecommerce in 2026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq\" >FAQ<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-the-mechanics-of-smartscore-ai-bridging-the-data-gap\"><span class=\"ez-toc-section\" id=\"the-mechanics-of-smartscoreai-bridging-the-data-gap\"><\/span><strong>The mechanics of SmartScore<\/strong><strong><sup>AI<\/sup><\/strong><strong>: Bridging the data gap<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>SmartScore<sup>AI<\/sup> functions by overcoming the &#8220;data scarcity&#8221; problem inherent in automated platforms like Google Performance Max (PMax) and Standard Shopping. While standard algorithms often ignore new or long-tail inventory due to a lack of historical clicks or conversions, SmartScore<sup>AI<\/sup> uses AI and the &#8220;Neighborhood Effect&#8221; to predict performance.<\/p>\n\n\n\n<p>This predictive AI evaluates a product not in isolation, but by analyzing the collective performance of its comparable peers within your catalog. This ensures that high-potential items are not incorrectly categorized as &#8220;zombies&#8221; or neglected, but are instead given the visibility needed to drive incremental sales.<\/p>\n\n\n\n<p>SmartScore<sup>AI<\/sup> transforms raw product data into a strategic signal that steers AI-driven ad platforms toward the products that matter most to your bottom line.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-the-three-pillars-of-smartscore-ai-technology\"><strong>The three pillars of SmartScore<\/strong><strong><sup>AI<\/sup><\/strong><strong> technology<\/strong><\/h3>\n\n\n\n<p>The architecture of the tool is built on three core components that allow both PPC Managers and CMOs to achieve better business results:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Predictive AI (The Neighborhood Effect):<\/strong> By filling data gaps with predictive AI, the system ensures 100% of a catalog has a performance probability score, regardless of individual click history.<\/li>\n\n\n\n<li><strong>Multi-Dimensional Analysis:<\/strong> The technology combines independent factors\u2014such as product performance, price competitiveness, seasonality and more\u2014into a single, strategic Smart Score.<\/li>\n\n\n\n<li><strong>Deep Customization:<\/strong> Users can define their own &#8220;product neighborhoods&#8221; and adjust the weighting of specific attributes (like profit margin and price competitiveness) to mirror their unique business strategy.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-strategic-advantages-for-the-cmo-driving-roi-and-profitability-with-full-oversight\"><span class=\"ez-toc-section\" id=\"strategic-advantages-for-the-cmo-driving-roi-and-profitability-with-full-oversight\"><\/span><strong>Strategic advantages for the CMO: Driving ROI and profitability with full oversight<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>For the CMO, SmartScore<sup>AI<\/sup> serves as a bridge between high-level business objectives and technical execution. Standard automated bidding often prioritizes &#8220;easy wins&#8221;\u2014products that convert fast but may have low margins or low strategic value.<\/p>\n\n\n\n<p>SmartScore<sup>AI<\/sup> allows leadership to integrate first-party data directly into the advertising loop. By weighting the Smart Score toward profitability (POAS) or specific goals, the CMO ensures that ad spend is an investment in growth rather than just a cost of sales.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Advantage<\/strong><\/th><th><strong>Business Impact<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>Profitability Alignment<\/strong><\/td><td>Integrates actual product margins to prioritize high-profit sales over raw volume.<\/td><\/tr><tr><td><strong>Strategic Control<\/strong><\/td><td>Directs budget toward specific brands or categories that are key to the company&#8217;s growth.<\/td><\/tr><tr><td><strong>Market Agility<\/strong><\/td><td>Responds to price competitiveness and inventory shifts in real-time without manual intervention.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-operational-efficiency-for-the-ppc-manager-activating-the-long-tail-while-saving-time-and-effort\"><span class=\"ez-toc-section\" id=\"operational-efficiency-for-the-ppc-manager-activating-the-long-tail-while-saving-time-and-effort\"><\/span><strong>Operational efficiency for the PPC Manager: Activating the long tail, while saving time and effort<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>PPC Managers often face the challenge of managing vast catalogs where 80-90% of products remain &#8220;benched&#8221; by Google\u2019s algorithm. SmartScore<sup>AI<\/sup> provides the levers necessary to govern AI effectively, moving away from simple, one-dimensional rules.<\/p>\n\n\n\n<p>The tool automates the complex task of balancing margins against price competitiveness. Instead of manually segmenting products, the PPC Manager can use Dynamic Segments within the smec platform to group products by their Smart Score, ensuring the right products are always in the right campaigns.<\/p>\n\n\n\n<p><strong>Key problems solved for the PPC team:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Eliminates &#8220;Zombie&#8221; Inventory:<\/strong> Predicts potential for new arrivals so they gain immediate traction.<\/li>\n\n\n\n<li><strong>Reduces Manual Workload:<\/strong> Daily updates of the Smart Score replace the need for manual spreadsheet analysis.<\/li>\n\n\n\n<li><strong>Unified Management:<\/strong> Works across Google campaign types (PMax and Standard Shopping) and Microsoft Ads to simplify cross-channel operations.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-to-implement-smartscore-ai-in-your-workflow\"><span class=\"ez-toc-section\" id=\"how-to-implement-smartscoreai-in-your-workflow\"><\/span><strong>How to implement SmartScore<\/strong><strong><sup>AI<\/sup><\/strong><strong> in your workflow<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The smec platform makes the Smart Score accessible across its interface, allowing for seamless integration into existing campaign structures. Here is how to use it:&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Go to Campaign Orchestrator<\/strong><\/li>\n\n\n\n<li><strong>Click on Product Explorer<\/strong><\/li>\n\n\n\n<li><strong>Click on Filters \u2192 Select Smart Attributes \u2192 Select SmartScore<\/strong><strong><sup>AI<\/sup><\/strong><\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"578\" src=\"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer-1024x578.png\" alt=\"\" class=\"wp-image-12052\" style=\"width:649px;height:auto\" srcset=\"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer-1024x578.png 1024w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer-300x169.png 300w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer-1536x868.png 1536w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer-640x360.png 640w, https:\/\/smarter-ecommerce.com\/blog\/en\/wp-content\/uploads\/2026\/02\/smartscore-feature-in-smec-platform-product-explorer.png 1999w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">A screenshot of how to use SmartScoreAI in smec&#8217;s software platform<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"outlook-the-future-of-predictive-ecommerce-in-2026\"><\/span><strong>Outlook: The future of predictive ecommerce in 2026<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>We predict that by 2026, relying solely on native platform signals will be a competitive disadvantage. Organizations that adopt a &#8220;data-first&#8221; orchestration layer like SmartScore<sup>AI<\/sup> will secure a dominant position by providing AI engines with the rich, first-party context they require to perform. As search evolves toward more conversational and agentic interfaces, having a structured, semantically rich product score will be the foundation of visibility and profitable growth.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/smarter-ecommerce.com\/en\/performance-max-optimization\/\">Learn more about our platform<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faq\"><span class=\"ez-toc-section\" id=\"faq\"><\/span>FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1770732423757\"><strong class=\"schema-faq-question\"><strong>What is smec<strong>\u2019<\/strong>s &#8220;Neighborhood Effect&#8221;?<\/strong><\/strong> <p class=\"schema-faq-answer\">The product \u201cNeighborhood Effect\u201d is a predictive AI methodology developed by Smarter Ecommerce (smec) to estimate the performance potential of products with little to no historical data. By analyzing the &#8220;neighborhood&#8221;\u2014the collective performance of similar peers within the same category, brand, or custom attribute group\u2014smec fills data gaps that typically cause automated algorithms to ignore new or long-tail inventory. This ensures every product is evaluated based on its statistical probability of success rather than just its individual click history.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732468280\"><strong class=\"schema-faq-question\"><strong>How does SmartScore<sup>AI<\/sup> differ from other product scoring methods or frameworks (like Hero\/Zombie)?<\/strong><\/strong> <p class=\"schema-faq-answer\">SmartScore<sup>AI<\/sup> is a feature inside smec\u2018s <a href=\"http:\/\/linkedin.com\/products\/smarter-ecommerce-gmbh-campaign-orchestrator\/\">Campaign Orchestrator<\/a> that differs from traditional frameworks like the &#8220;Hero\/Zombie&#8221; model by moving from reactive, one-dimensional labeling to proactive, multi-dimensional prediction. While the Hero\/Zombie framework labels products based on past performance (e.g., &#8220;Zombies&#8221; have no spend\/conversions), SmartScore<sup>AI<\/sup> identifies the potential of those products before the algorithm benches them.<br\/>Furthermore, unlike many companies that rely on manual spreadsheets or static rules to update scores, the SmartScore<sup>AI<\/sup> automates this process entirely. The feature synthesizes multiple independent data points\u2014including price competitiveness, inventory levels, and first-party margins\u2014into a single metric that is updated daily. This provides a much more nuanced, real-time steering of Google PMax and Standard Shopping than binary, static labels (Hero\/Zombie).<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732482510\"><strong class=\"schema-faq-question\"><strong>Can I customize which data points influence my SmartScore<sup>AI<\/sup>?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, SmartScore<sup>AI<\/sup> is fully customizable, allowing users to select and weight specific performance, catalog, price, inventory, and first-party attributes. This flexibility ensures that the final score aligns with your specific business goals, whether you are prioritizing high-margin items or clearing seasonal stock.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732499720\"><strong class=\"schema-faq-question\"><strong>How does SmartScore<sup>AI<\/sup> help with &#8220;Zombie&#8221; products?<\/strong><\/strong> <p class=\"schema-faq-answer\">SmartScore<sup>AI<\/sup> identifies &#8220;Zombie&#8221; products\u2014items with low engagement (clicks, impressions or sales)\u2014by using predictive AI to prove their value to the algorithm. By assigning these items a high Smart Score based on their &#8220;neighborhood&#8221; performance, smec helps shift them into active segments where they can finally receive budget and generate incremental sales.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732511087\"><strong class=\"schema-faq-question\"><strong>Is SmartScore<sup>AI<\/sup> compatible with Microsoft Ads?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, smec provides a unified management experience where SmartScore<sup>AI<\/sup> attributes can be utilized across both Google Ads and Microsoft Advertising. This allows for a consistent product strategy and automated segmentation across the entire search ecosystem.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732521743\"><strong class=\"schema-faq-question\"><strong>How often is the SmartScore updated?<\/strong><\/strong> <p class=\"schema-faq-answer\">The Smart Score is updated on a daily basis to reflect the most current performance data, pricing shifts, and inventory changes. This frequency ensures that your campaign segments remain agile and responsive to real-time market conditions without the need for manual spreadsheet maintenance.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770732544084\"><strong class=\"schema-faq-question\"><strong>What technical setup is required to use SmartScore<sup>AI<\/sup>?<\/strong><\/strong> <p class=\"schema-faq-answer\">Any Campaign Orchestrator user can use the SmartScore<sup>AI<\/sup> from Day 1 inside the platform. To unlock the full potential of the score, retailers can also integrate first-party data files (such as margin, AOV, CLV data) via secure upload, which the platform then synthesizes into the multi-dimensional AI scoring model.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>SmartScoreAI is a predictive AI solution developed by Smarter Ecommerce (smec) that assesses an individual product&#8217;s potential to achieve specific business goals, such as increasing revenue and ROAS efficiency. By synthesizing multi-dimensional data points\u2014including historical performance, price competitiveness, and first-party data\u2014into a single metric, it allows retailers to align automated &#8230;<\/p>\n","protected":false},"author":95,"featured_media":12121,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[713],"tags":[],"class_list":["post-12047","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-platform"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.7 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>What is SmartScoreAI and how does it work?<\/title>\n<meta name=\"description\" content=\"Is PMax ignoring your high-potential products? 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He specializes in helping online retailers bridge the gap between complex business data and automated ad platforms. A strong advocate for \"steering\" rather than just \"managing\" algorithms, Chris focuses on strategies that empower PPC teams to regain control over their ad campaigns. 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By analyzing the \"neighborhood\"\u2014the collective performance of similar peers within the same category, brand, or custom attribute group\u2014smec fills data gaps that typically cause automated algorithms to ignore new or long-tail inventory. This ensures every product is evaluated based on its statistical probability of success rather than just its individual click history.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732468280","position":2,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732468280","name":"How does SmartScoreAI differ from other product scoring methods or frameworks (like Hero\/Zombie)?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"SmartScoreAI is a feature inside smec\u2018s <a href=\"http:\/\/linkedin.com\/products\/smarter-ecommerce-gmbh-campaign-orchestrator\/\">Campaign Orchestrator<\/a> that differs from traditional frameworks like the \"Hero\/Zombie\" model by moving from reactive, one-dimensional labeling to proactive, multi-dimensional prediction. While the Hero\/Zombie framework labels products based on past performance (e.g., \"Zombies\" have no spend\/conversions), SmartScoreAI identifies the potential of those products before the algorithm benches them.<br\/>Furthermore, unlike many companies that rely on manual spreadsheets or static rules to update scores, the SmartScoreAI automates this process entirely. The feature synthesizes multiple independent data points\u2014including price competitiveness, inventory levels, and first-party margins\u2014into a single metric that is updated daily. This provides a much more nuanced, real-time steering of Google PMax and Standard Shopping than binary, static labels (Hero\/Zombie).","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732482510","position":3,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732482510","name":"Can I customize which data points influence my SmartScoreAI?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, SmartScoreAI is fully customizable, allowing users to select and weight specific performance, catalog, price, inventory, and first-party attributes. This flexibility ensures that the final score aligns with your specific business goals, whether you are prioritizing high-margin items or clearing seasonal stock.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732499720","position":4,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732499720","name":"How does SmartScoreAI help with \"Zombie\" products?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"SmartScoreAI identifies \"Zombie\" products\u2014items with low engagement (clicks, impressions or sales)\u2014by using predictive AI to prove their value to the algorithm. By assigning these items a high Smart Score based on their \"neighborhood\" performance, smec helps shift them into active segments where they can finally receive budget and generate incremental sales.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732511087","position":5,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732511087","name":"Is SmartScoreAI compatible with Microsoft Ads?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, smec provides a unified management experience where SmartScoreAI attributes can be utilized across both Google Ads and Microsoft Advertising. This allows for a consistent product strategy and automated segmentation across the entire search ecosystem.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732521743","position":6,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732521743","name":"How often is the SmartScore updated?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The Smart Score is updated on a daily basis to reflect the most current performance data, pricing shifts, and inventory changes. This frequency ensures that your campaign segments remain agile and responsive to real-time market conditions without the need for manual spreadsheet maintenance.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732544084","position":7,"url":"https:\/\/smarter-ecommerce.com\/blog\/en\/platform\/what-is-smartscoreai-for-product-segmentation-and-how-does-it-work\/#faq-question-1770732544084","name":"What technical setup is required to use SmartScoreAI?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Any Campaign Orchestrator user can use the SmartScoreAI from Day 1 inside the platform. To unlock the full potential of the score, retailers can also integrate first-party data files (such as margin, AOV, CLV data) via secure upload, which the platform then synthesizes into the multi-dimensional AI scoring model.","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/posts\/12047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/users\/95"}],"replies":[{"embeddable":true,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/comments?post=12047"}],"version-history":[{"count":10,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/posts\/12047\/revisions"}],"predecessor-version":[{"id":12119,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/posts\/12047\/revisions\/12119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/media\/12121"}],"wp:attachment":[{"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/media?parent=12047"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/categories?post=12047"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smarter-ecommerce.com\/blog\/en\/wp-json\/wp\/v2\/tags?post=12047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}