{"id":320361,"date":"2025-11-26T18:31:47","date_gmt":"2025-11-26T18:31:47","guid":{"rendered":"https:\/\/peraltafinancing.com\/affiliate-marketing\/ai-data-optimization-commercenow25-wrap-up\/"},"modified":"2025-11-26T18:31:47","modified_gmt":"2025-11-26T18:31:47","slug":"ai-data-optimization-commercenow25-wrap-up","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=320361","title":{"rendered":"AI, Data &#038; Optimization &#8211; CommerceNow\u201925 Wrap-Up"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p><span data-contrast=\"auto\">It\u2019s true to say that <\/span><a href=\"https:\/\/blog.2checkout.com\/leveraging-ai-smarter-strategies-to-boost-your-business\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">AI<\/span><\/a><span data-contrast=\"auto\"> is inherently changing how people shop and how sites perform.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Buyers ask questions in chat and get one comprehensive answer, not just a list of links.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Agents can compare products, start a checkout, or set a reorder. Inside your stack, new AI tools can scan sessions, flag issues, and suggest fixes.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The upside is real, but so are the risks around visibility, trust, and data quality.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This year\u2019s CommerceNow hosted three experts who showed what works today and what to prepare for next:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Garett Sussman explained how conversational search shapes decisions and what makes brands show up.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Roxana Patrichi laid out a clear path for agentic AI that keeps control, safety, and the customer in mind.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Enrico Pavan showed how to use AI to speed CRO work and turn data into steady wins.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">If you are working to grow revenue, lower risk, and keep customers moving through checkout, read on for the key takeaways from the webinar and the steps to put them in place.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h2 aria-level=\"2\"><span data-contrast=\"auto\">Are You Visible in Conversational Search?<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:120}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">As mentioned earlier, search is not just a list of links anymore.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Shoppers ask a question and get one answer. Google shows AI Overviews, and AI Mode becomes the default view for more users.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/blog.2checkout.com\/how-gpt-technology-is-transforming-ecommerce\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">ChatGPT<\/span><\/a><span data-contrast=\"auto\">, Perplexity, and Copilot do the same kind of work. Each system decides which brands to name based on the data it can trust.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Garett Sussman <\/span><\/b><span data-contrast=\"auto\">\u2013 \u00a0<\/span><b><span data-contrast=\"auto\">Director of Marketing<\/span><\/b><span data-contrast=\"auto\"> at <\/span><b><span data-contrast=\"auto\">iPullRank<\/span><\/b><span data-contrast=\"auto\"> \u2013<\/span> <span data-contrast=\"auto\">explains that visibility is now about being <\/span><i><span data-contrast=\"auto\">recommended<\/span><\/i><span data-contrast=\"auto\">, not just ranked. These tools expand a query into many related ones, then combine the results into a single answer. <\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">They break a question into many smaller ones and look for simple, specific facts they can trust. And that makes your job simple: give them clean data, proof, and structure so they pick your product.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Garett also notes that answers change, partly because the systems use memory and context. Two users can ask the same thing but see different brands, based on history and signals in their accounts.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">That\u2019s why it\u2019s important to aim for a steady, ongoing presence, rather than one fixed position.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">What Drives Bias in AI Results<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Platforms have their own patterns, and people do too. That\u2019s because users trust names they know and the first brand they see.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The good news is that you can absolutely work with this. Build strong reviews, expert quotes, and social proof. Make your product pages complete. Clear details and real proof help both the model and the shopper choose you.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">Where These Answers Come From<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Product answers draw on Google\u2019s Shopping Graph, Merchant Center, and trusted source pages.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Complete, current details such as price, variants, images, specs, availability, reviews, retailer data, and <\/span><a href=\"https:\/\/blog.2checkout.com\/ecommerce-video-content-marketing-strategy\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">YouTube<\/span><\/a><span data-contrast=\"auto\"> signals all raise your chances to appear. However, when this data is incomplete or stale, your brand is less likely to be included.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">How You Earn AI Recommendations<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Sussman shares a simple playbook you can run in a week:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Start with a brand audit\u00a0<\/strong><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Search your own brand and key products in AI Overviews, AI Mode, ChatGPT, Perplexity, and Copilot. Note how your business is described, which pages are cited, and what is missing.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Complete your Merchant Center feed\u00a0<\/strong><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Fill every field. Keep price, images, variants, and availability current. Encourage reviews with real detail.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span data-contrast=\"auto\">Add schema and fix errors. Tools like WordLift can help.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Write for machines and people\u00a0<\/strong><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Use short, clear sections on each product or content page. State facts with numbers and specifics. Make relationships clear with simple statements like \u201cX is Y.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Keep the key details together on that page, rather than scattered across different links.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span data-contrast=\"auto\">Get your products and guides mentioned on the pages these LLM models <\/span><i><span data-contrast=\"auto\">already<\/span><\/i><span data-contrast=\"auto\"> cite.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Remember: mentions on those sources increase your chance of inclusion, even without a backlink. Use <\/span><a href=\"https:\/\/sparktoro.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">SparkToro<\/span><\/a><span data-contrast=\"auto\"> to see where your audience pays attention, then place your product pages, guides, and mentions on those sources.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Track and improve every week\u00a0<\/strong><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Garett recommends using tools like <\/span><a href=\"https:\/\/www.tryprofound.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">Profound<\/span><\/a><span data-contrast=\"auto\">, <\/span><a href=\"https:\/\/peak.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">Peak<\/span><\/a><span data-contrast=\"auto\">, <\/span><a href=\"https:\/\/www.xfunnel.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">XFunnel<\/span><\/a><span data-contrast=\"auto\">, or <\/span><a href=\"https:\/\/scrunch.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">Scrunch<\/span><\/a><span data-contrast=\"auto\"> to check where your brand appears in AI results.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Look for how often you are named, how you are described, and which pages are cited. Open Hewphoria to see the related queries that AI Mode expands to. Add clear answers for those queries to your site.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Don\u2019t forget to review these checks each week and update weak spots.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">And lastly, focus on the real opportunity. Garett points out that the biggest gains come from specific product searches, not broad information queries. Ensure to meet those shoppers with exact details, credible proof, and a clear path to buy.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<p><b><span data-contrast=\"auto\">Make sure to watch Garret\u2019s <\/span><\/b><a href=\"https:\/\/www.2checkout.com\/lp\/how-biases-in-conversational-search-influence-ecommerce-decisions-commercenow25\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\"><b>full CommerceNow\u201925 session<\/b><\/span><\/a><b><span data-contrast=\"auto\"> to learn more about how biases in conversational search influence eCommerce decisions. <\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/www.2checkout.com\/lp\/how-biases-in-conversational-search-influence-ecommerce-decisions-commercenow25\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-33337 img-responsive\" src=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE-300x157.jpg\" alt=\"garrett-sussman-commerce-now-25-titles-LANDSCAPE\" width=\"600\" height=\"314\" srcset=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE-300x157.jpg 300w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE-1024x535.jpg 1024w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE-768x401.jpg 768w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE-352x184.jpg 352w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/garrett-sussman-commerce-now-25-titles-LANDSCAPE.jpg 1200w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\"\/><\/a><\/p>\n<p>\u00a0<\/p>\n<h2 aria-level=\"2\"><span data-contrast=\"auto\">Redefining eCommerce with Agentic AI<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:120}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Agentic AI sounds powerful, but it only works when the rules are clear. <strong>Roxana Patrichi<\/strong>, who is the <strong>Product Manager<\/strong> of <strong>Checkout Experience<\/strong> at <strong>2Checkout,<\/strong> points out that the goal right now is safe assistance, not full autonomy. <\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Agents help people compare, pre-fill forms, and move through checkout, while you set limits, keep a human in the loop, and log what happens so decisions are easy to explain later.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h4 aria-level=\"3\"><span data-contrast=\"none\">Why guardrails come first<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h4>\n<p>Roxana<span data-contrast=\"auto\">\u00a0explains that an agent can only act for a shopper when five things are in place: <\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">shopper-not-present identity,\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">and a human checkpoint.\u00a0<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Roxana uses a simple example: if an agent tries to buy on a shopper\u2019s behalf, you must know who\u2019s old enough to consent, who accepted the terms, and who\u2019s allowed to use the card. If any of that is unclear, the agent will pause and ask for approval. This is because legal clarity matters.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Roxana explains that teams need to decide who is responsible for an agent\u2019s purchase, how consent is captured, and how to unwind a step when something goes wrong.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/blog.2checkout.com\/data-privacy-regulations-importance-user-consent\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">Privacy<\/span><\/a><span data-contrast=\"auto\"> is part of this. Be open about what the agent sees and why, and make sure to add a clear \u201cundo\u201d so the shopper stays in control.<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">Where value shows up now<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Roxana argues that the best wins sit in the parts of your site you already run. Hence, focus on removing extra steps, instead of building new paths:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">In chat, let shoppers ask and pay in the same thread.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">If a visitor is about to leave, show a clear, relevant save offer.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"-\" data-font=\"Comfortaa\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">For repeat buyers, offer quick, safe reorders with simple limits.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Keep each change small, visible, and easy to measure.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">What 2Checkout explores<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">To make agents useful, your product data needs to be easy to read and trust. Roxana points to a few simple, practical areas:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Catalogs your agents can read.<\/span><\/b><span data-contrast=\"auto\"> Use clear names, specs, prices, and images so products are easy to understand.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Checkout that asks less.<\/span><\/b><span data-contrast=\"auto\"> Hide fields you don\u2019t need and pre-fill what you can.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Fraud rules you can tune.<\/span><\/b><span data-contrast=\"auto\"> Start with safe limits and tighten them when risk goes up.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Help that starts with an assistant.<\/span><\/b><span data-contrast=\"auto\"> Answer common questions fast, then hand off to a human when needed.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Renewals at the right time.<\/span><\/b><span data-contrast=\"auto\"> Retry payments when they are most likely to succeed, not at random.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Help content that\u2019s easy to find.<\/span><\/b><span data-contrast=\"auto\"> Organize guides so answers are quick to reach.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Behind the scenes, set simple taste and ethics rules so suggestions match your brand and your customers, not just clicks.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">How to start without adding risk<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Roxana recommends starting small:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li><span data-contrast=\"auto\">Run a short pilot with one clear goal and a tight scope.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Pick a single flow, write simple rules for what the agent can and can\u2019t do, and define what success looks like before you scale.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Record everything the agent does: the prompts, actions, and results, so it\u2019s easy to review later.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Keep a human in the loop for anything unusual or high risk.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Track a few basics: completion rate, time to complete, approval rate, and refunds.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"auto\">She advises expanding only when the numbers are stable and the experience is easy to explain to both your team and your customers.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<p><b><span data-contrast=\"auto\">Get access to more of Roxana\u2019s insights by watching her <\/span><\/b><a href=\"https:\/\/www.2checkout.com\/lp\/redefining-ecommerce-with-agentic-ai-commercenow25.html\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\"><b>entire CommerceNow\u201925 session<\/b><\/span><\/a><b><span data-contrast=\"auto\">. <\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.2checkout.com\/lp\/redefining-ecommerce-with-agentic-ai-commercenow25.html\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-33334 img-responsive\" src=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE-300x157.jpg\" alt=\"roxana-patrichi-commerce-now-25-titles-LANDSCAPE\" width=\"600\" height=\"314\" srcset=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE-300x157.jpg 300w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE-1024x535.jpg 1024w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE-768x401.jpg 768w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE-352x184.jpg 352w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/roxana-patrichi-commerce-now-25-titles-LANDSCAPE.jpg 1200w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\"\/><\/a><\/p>\n<p aria-level=\"2\"><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:120}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><span data-contrast=\"auto\">Conversion Rate Optimization with AI<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:120}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">AI helps when it takes work off your plate and points you to fixes that move revenue. <\/span><b><span data-contrast=\"auto\">Enrico Pavan<\/span><\/b><span data-contrast=\"auto\">, <\/span><b><span data-contrast=\"auto\">Co-Founder &amp; President, Analytics &amp; CRO Director <\/span><\/b><span data-contrast=\"auto\">of<\/span><b><span data-contrast=\"auto\"> Analytics Boosters<\/span><\/b><span data-contrast=\"auto\">, makes this clear from the very start. <\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">He advises: use AI to speed the work, but keep the judgment yourself; if your data is messy, AI will only make the mess bigger \u2013 clean data <\/span><i><span data-contrast=\"auto\">in<\/span><\/i><span data-contrast=\"auto\"> means better insights <\/span><i><span data-contrast=\"auto\">out<\/span><\/i><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">Why the mindset matters<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Enrico argues that <\/span><a href=\"https:\/\/blog.2checkout.com\/unlocking-conversion-rate-optimization-cro-insights-the-2024-h2-benchmarks\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">CRO<\/span><\/a><span data-contrast=\"auto\"> wins come from data activation, <\/span><span data-contrast=\"auto\">not<\/span><span data-contrast=\"auto\"> more dashboards.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Hence, bring your key signals into one place, look for leaks, and ship small tests each week.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Remember: AI helps collect, clean, and summarize. You still decide what to test, why it matters, and whether it worked.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">He also points out that a steady pace beats big, rare launches. For example, a short weekly loop keeps the team focused: reviewing insights, picking one high-impact test and one small fix, launching, then learning.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">What works in the stack today<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Enrico draws a line between <\/span><a href=\"https:\/\/blog.2checkout.com\/how-to-use-ga4-to-audit-content\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">GA4<\/span><\/a><span data-contrast=\"auto\">\u2019s weak \u201cask me a question\u201d tools and the one part that actually helps \u2013 the <\/span><i><span data-contrast=\"auto\">Anomaly Detection view <\/span><\/i><span data-contrast=\"auto\">in<\/span> <a href=\"https:\/\/support.google.com\/analytics\/answer\/7579450?hl=en#zippy=%2Cin-this-article\" target=\"_blank\" rel=\"noopener noreferrer\"><i><span data-contrast=\"none\">Explorations<\/span><\/i><\/a><i><span data-contrast=\"auto\">.<\/span><\/i><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">It automatically spots unusual changes in your numbers, like a sudden drop in traffic or sales. You can set how sensitive it is, and it will flag anything that looks off so you and your team can act before it costs you money.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To see what visitors actually do on the page, he pairs GA4 with <\/span><a href=\"https:\/\/clarity.microsoft.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">Microsoft Clarity<\/span><\/a><span data-contrast=\"auto\">. Clarity summarizes sessions and flags spots where users get frustrated with repeated clicks. He also checks \u201cpredictive heatmaps\u201d on draft pages to see if buttons and key items get noticed before launch.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Then he brings the numbers together:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A central database like <\/span><a href=\"https:\/\/cloud.google.com\/bigquery\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\">BigQuery<\/span><\/a><span data-contrast=\"auto\"> pulls in data from GA4, Clarity, email, CRM, ads, and your store so you can see the full journey instead of guessing.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">With everything side by side, patterns pop: one browser blocks a key script, a layout hides shipping costs, or a campaign brings visitors who never scroll.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3\/>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">The eight-agent workflow (Winston, the Data Hound)<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Think of Winston as eight small helpers that pass work down the line:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li><b><span data-contrast=\"auto\">Collect events<\/span><\/b><br \/><span data-contrast=\"auto\">Pull in events from GA4, Microsoft Clarity, your ESP, CRM, ad platforms, and orders.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Clean the names<\/span><\/b><br \/><span data-contrast=\"auto\">Standardize names for pages, devices, and campaigns so everything lines up.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Spot funnel drop-offs<\/span><\/b><br \/><span data-contrast=\"auto\">Find where people leave: by page, browser, and source.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Suggest tests<\/span><\/b><br \/><span data-contrast=\"auto\">Suggest simple tests, how much work they take, and the likely gain.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Check attribution<\/span><\/b><br \/><span data-contrast=\"auto\">Make sure the right channels get credit before you act.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Predict impact<\/span><\/b><br \/><span data-contrast=\"auto\">Give basic forecasts with \u201cwhat if\u201d ranges.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Personalize or retarget<\/span><\/b><br \/><span data-contrast=\"auto\">Reach key segments with tailored offers or fixes.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"Comfortaa\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Report weekly<\/span><\/b><br \/><span data-contrast=\"auto\">Share a short summary and a next-test list.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"auto\">You can adjust how creative these agents are: keep analysis tight for numbers, and allow more freedom when you want copy or layout ideas.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">Three examples you can run now<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p aria-level=\"4\"><strong>Email, full funnel\u00a0<\/strong><\/p>\n<ol>\n<li><span data-contrast=\"auto\">Join your ESP data with GA4 post-click behavior.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Build a correlation heatmap that links subject lines and offers to product views, add-to-cart, and purchases.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Remember that Apple\u2019s Mail Privacy Protection hides real opens, so treat those numbers carefully.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Let an agent draft three subject lines and one preheader per segment.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">A\/B test the top two and keep the winner.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<p aria-level=\"4\"><strong>Video to revenue\u00a0<\/strong><\/p>\n<ol>\n<li><span data-contrast=\"auto\">Merge YouTube data with GA4 events and orders.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Rank topics by revenue per view and view-to-cart rate.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Shape your next videos around the formats and lengths that move orders, not just views.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<p aria-level=\"4\"><strong>UX fixes that save revenue\u00a0<\/strong><\/p>\n<ol>\n<li><span data-contrast=\"auto\">Export Clarity signals like dead and rage clicks by browser and campaign.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Tie them to GA4 conversion loss.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Fix the pages that recover the most revenue first, then push those items into your A\/B roadmap.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">Guardrails first: consent, identity, fraud checks, and a human in the loop<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Enrico points out that trust beats speed. He recommends to use consented, first-party data, and logging changes so you know when a test starts and ends.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Other things to keep in mind:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Double-check agent insights against real sessions and raw tables.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Watch for fake gains from coupon abuse, self-referrals, or tracking gaps.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Keep a human involved for odd or unclear situations that AI might miss.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<h3 aria-level=\"3\"><span data-contrast=\"none\">What to measure each week<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Stick to a short list you can act on:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><a href=\"https:\/\/blog.2checkout.com\/how-to-bring-sales-with-saas-email-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\"><b><span data-contrast=\"none\">Email<\/span><\/b><\/a><b><span data-contrast=\"auto\">:<\/span><\/b><span data-contrast=\"auto\"> open rate, click rate, and engagement rate.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">On-site:<\/span><\/b><span data-contrast=\"auto\"> session conversion rate, add-to-cart, purchases, and revenue.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"Comfortaa\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><a href=\"https:\/\/blog.2checkout.com\/ux-and-cx-mistakes-costing-you-customers\/\" target=\"_blank\" rel=\"noopener noreferrer\"><b><span data-contrast=\"none\">UX<\/span><\/b><\/a><b><span data-contrast=\"auto\">:<\/span><\/b><span data-contrast=\"auto\"> Clarity\u2019s rage and dead clicks, linked to those GA4 results above.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Don\u2019t miss out on Enrico\u2019s <\/span><\/b><a href=\"https:\/\/www.2checkout.com\/lp\/CRO-and-AI-for-online-businesses-commercenow25.html\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-contrast=\"none\"><b>full session<\/b><\/span><\/a><b><span data-contrast=\"auto\"> to learn how integrating AI into your CRO efforts can boost your strategies. <\/span><\/b><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.2checkout.com\/lp\/CRO-and-AI-for-online-businesses-commercenow25.html\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-ccp-props=\"{&quot;335559739&quot;:240}\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-33336 img-responsive\" src=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE-300x157.jpg\" alt=\"enrico-pavan-commerce-now-25-titles-LANDSCAPE\" width=\"600\" height=\"314\" srcset=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE-300x157.jpg 300w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE-1024x535.jpg 1024w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE-768x401.jpg 768w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE-352x184.jpg 352w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/10\/enrico-pavan-commerce-now-25-titles-LANDSCAPE.jpg 1200w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\"\/><\/span><\/a><\/p>\n<p><span data-ccp-props=\"{&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><span data-contrast=\"auto\">Discover More with CommerceNow\u201925<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:120}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">What you\u2019ve read is only a glimpse.\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Ready to put it to work in your stack? <\/span><a href=\"https:\/\/www.2checkout.com\/lp\/commerce-now2025.html\" target=\"_blank\" rel=\"noopener noreferrer\"><b>Watch the full CommerceNow\u201925 <\/b><\/a> <b>sessions for in-depth examples, checklists, and practical tips from every session.\u00a0<\/b><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.2checkout.com\/lp\/commerce-now2025.html\" target=\"_blank\" rel=\"noopener noreferrer\"><span data-ccp-props=\"{}\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-33209 img-responsive\" src=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch-300x157.jpg\" alt=\"commercenow25-speakers-sm-visual-watch\" width=\"600\" height=\"314\" srcset=\"https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch-300x157.jpg 300w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch-1024x536.jpg 1024w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch-768x402.jpg 768w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch-352x184.jpg 352w, https:\/\/blog.2checkout.com\/wp-content\/uploads\/2025\/07\/commercenow25-speakers-sm-visual-watch.jpg 1200w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\"\/><\/span><\/a><\/p>\n<p>\u00a0<\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<div class=\"post-ratings\" data-post=\"33326\">\n<p>\n\t\t<strong>0.00<\/strong> avg. rating (<strong>0<\/strong>% score) &#8211; <strong class=\"votes\">0<\/strong> votes\t<\/p>\n<\/div><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s true to say that AI is inherently changing how people shop and how sites perform.\u00a0\u00a0 Buyers ask questions in chat and get one comprehensive answer, not just a list of links.\u00a0\u00a0 Agents can compare products, start a checkout, or set a reorder. Inside your stack, new AI tools can scan sessions, flag issues, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":320362,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11761],"tags":[147869,11603,23065,4758],"dealstore":[],"offerexpiration":[],"class_list":["post-320361","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-affiliate-marketing","tag-commercenow25","tag-data","tag-optimization","tag-wrapup"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI, Data &amp; Optimization - CommerceNow\u201925 Wrap-Up - Som2ny Network<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fivemor.com\/?p=320361\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI, Data &amp; Optimization - CommerceNow\u201925 Wrap-Up - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"It\u2019s true to say that AI is inherently changing how people shop and how sites perform.\u00a0\u00a0 Buyers ask questions in chat and get one comprehensive answer, not just a list of links.\u00a0\u00a0 Agents can compare products, start a checkout, or set a reorder. 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