

{"id":7619,"date":"2025-12-17T13:32:21","date_gmt":"2025-12-17T13:32:21","guid":{"rendered":"https:\/\/www.prefixbox.com\/blog\/?p=7619"},"modified":"2026-01-28T13:07:20","modified_gmt":"2026-01-28T13:07:20","slug":"webinar-product-discovery-that-converts","status":"publish","type":"post","link":"https:\/\/www.prefixbox.com\/blog\/webinar-product-discovery-that-converts\/","title":{"rendered":"[Webinar] Product Discovery That Converts"},"content":{"rendered":"\n<div class=\"wp-block-getwid-section alignfull post-header has-inner-blocks-gap-small getwid-section-content-custom-width\" style=\"margin-top:;margin-bottom:60px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-left-medium getwid-padding-right-medium\" style=\"padding-top:30px;padding-bottom:41px\"><div class=\"wp-block-getwid-section__inner-wrapper\" style=\"max-width:1140px\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\" style=\"opacity:0.2;mix-blend-mode:normal\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<h1 class=\"has-text-align-center has-text-color\" id=\"gf81f2a1c12e1\" style=\"color:#2d3064\">[Webinar] Product Discovery That Converts<\/h1>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:30px\" aria-hidden=\"true\"><\/div>\n\n\n\n<div class=\"wp-block-columns has-2-columns are-vertically-aligned-center\">\n<div class=\"wp-block-column is-vertically-aligned-top is-vertically-aligned-center\">\n<p>Shoppers have changed how they search. Google trained us to compress intent into a few keywords. Now, with ChatGPT and conversational interfaces, shoppers increasingly type (and soon speak) full sentences like: \u201cI need breathable running shoes for winter\u201d or \u201ca cheap laptop with good battery life.\u201d<\/p>\n\n\n\n<p>That shift has a direct implication for retailers: <strong>product discovery is a profit center.<\/strong> If customers can\u2019t find products, they can\u2019t buy them. And discovery performance is only as strong as the data underneath it: search can\u2019t \u201cinvent\u201d attributes that aren\u2019t in the catalog.<\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:500px\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"703\" src=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb-1024x703.png\" alt=\"Product discovery webinar illustration - a guy with a helmet thinking of roller items\" class=\"wp-image-7623\" srcset=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb-1024x703.png 1024w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb-300x206.png 300w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb-768x528.png 768w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb-938x644.png 938w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2025\/12\/Pixyle-webinar-blogpost-thumb.png 1070w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-table-of-contents is-style-none align table-of-contents-toc\"><ul class=\"wp-block-getwid-table-of-contents__list\"><li><a href=\"#ga88952e74839\">The core problem: the future is AI-first, but product data is still fragmented<\/a><\/li><li><a href=\"#ga88952e74839\">Table stakes still aren\u2019t covered<\/a><\/li><li><a href=\"#ga88952e74839\">What \u201cgood\u201d product discovery looks like: foundations first, then optimize for conversational<\/a><ul><li><a href=\"#g6fbb426c744c\">1) Strong foundations<\/a><\/li><li><a href=\"#gecca4c0783bf\">2) Optimize for conversational &amp; agentic discovery<\/a><\/li><\/ul><\/li><li><a href=\"#ga88952e74839\">Agentic commerce is already a channel: optimize for machines, not only humans<\/a><\/li><li><a href=\"#ga88952e74839\">The impact: better discovery, higher conversion, massive efficiency gains<\/a><\/li><li><a href=\"#gc4e6be85a5d0\">Practical checklist from the webinar<\/a><ul><li><a href=\"#g552f81579008\">Final takeaway<\/a><\/li><\/ul><\/li><\/ul><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ga88952e74839\"><strong>The core problem: the future is AI-first, but product data is still fragmented<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>Svetlana (<a href=\"https:\/\/www.pixyle.ai\/\" data-type=\"URL\" data-id=\"https:\/\/www.pixyle.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Pixyle AI<\/a>) highlighted that product data often sits across multiple systems (PIM, ERP, storefront tools), multiple teams, and (too often) spreadsheets being passed around. Marketing wants emotional storytelling; ecommerce needs standardized attributes for filters and search. The result is inconsistent naming, missing values, and subjective tagging. That fragmentation hurts sales because filters break, relevance drops, and shoppers hit dead ends.<\/p>\n\n\n\n<p>Paige (<a href=\"https:\/\/www.prefixbox.com\/en-us\/\" target=\"_blank\" data-type=\"URL\" data-id=\"https:\/\/www.prefixbox.com\/en-us\/\" rel=\"noreferrer noopener\">Prefixbox AI<\/a>) framed it as a foundational gap: retailers want AI agents and conversational commerce, but many still rely on manual processes for basic product information. Without fixing that base layer, advanced discovery won\u2019t deliver.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ga88952e74839\"><strong>Table stakes still aren\u2019t covered<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>A big reality check: many ecommerce sites still fail at basic search expectations: handling non-product queries (shipping\/returns), supporting simple attribute searches reliably, and understanding subjective intent like \u201ccheap\u201d or \u201chigh quality.\u201d Conversational commerce builds on fundamentals; it doesn\u2019t replace them. If the basics aren\u2019t solid, the leap to next-gen discovery is hard.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ga88952e74839\"><strong>What \u201cgood\u201d product discovery looks like: foundations first, then optimize for conversational<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<h3 id=\"g6fbb426c744c\"><strong>1) Strong foundations<\/strong><\/h3>\n\n\n\n<ul><li>Accurate categorization and clear category naming<\/li><li>Standardized attributes (color, material, fit, occasion, sleeve length, etc.)<\/li><li>Clear, descriptive product titles and descriptions<\/li><\/ul>\n\n\n\n<p>Svetlana gave a practical example: \u201cmidnight blue\u201d may sound great in marketing copy, but if your taxonomy expects \u201cnavy,\u201d AI and search systems struggle. Creativity is fine, structure still needs consistency.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"gecca4c0783bf\"><strong>2) Optimize for conversational &amp; agentic discovery<\/strong><\/h3>\n\n\n\n<p>Once the basics are in place, add what conversational search needs:<\/p>\n\n\n\n<ul><li>Use cases and occasions (\u201coffice,\u201d \u201ctraining,\u201d \u201cwedding guest\u201d)<\/li><li>FAQ-style Q&amp;A on PDPs to match question-based searches<\/li><li>Rich descriptions that include context, not just features<\/li><\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ga88952e74839\"><strong>Agentic commerce is already a channel: optimize for machines, not only humans<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>A key point: retailers now need to think about two audiences:<\/p>\n\n\n\n<ol><li>humans searching onsite<\/li><li>AI engines\/agents discovering products across platforms<\/li><\/ol>\n\n\n\n<p>To help machines \u201cunderstand\u201d products, structured content matters more than ever. That includes using formats AI can reliably parse, like JSON-LD\/schema markup, and ensuring it contains the right fields (attributes, offers, availability, and reviews).<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ga88952e74839\"><strong>The impact: better discovery, higher conversion, massive efficiency gains<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>Svetlana shared patterns they\u2019ve seen after enrichment:<\/p>\n\n\n\n<ul><li>Zero-results pages drop sharply (often close to zero)<\/li><li>Add-to-cart from search increases (example uplift shared ~12%)<\/li><li>Conversion lifts 5\u20138% driven by better product data<\/li><\/ul>\n\n\n\n<p>Efficiency gains are just as important. AI shifts teams from manual tagging and copywriting to review\/approval and tone-of-voice control\u2014unlocking more scale with the same headcount.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"gc4e6be85a5d0\"><strong>Practical checklist from the webinar<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<ul><li>Standardize key attributes; avoid free-text chaos<\/li><li>Write richer titles\/descriptions including use cases<\/li><li>Add PDP FAQs to match conversational intent<\/li><li>Improve image-level signals (alt text, short videos, viewpoints)<\/li><li>Embed structured data (JSON-LD) including reviews\/ratings<\/li><li>Connect enrichment back to PIM\/storefront so updates scale<\/li><\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"g552f81579008\"><strong>Final takeaway<\/strong><\/h3>\n\n\n\n<p>AI-ready discovery starts with AI-ready product data. The retailers who fix foundations now, and use AI to scale enrichment, will be easiest to find in both onsite search and the fast-emerging agentic web.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>For more details, watch the full recording of the webinar:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"[Webinar] Pixyle X Prefixbox AI - Discovery that Converts: How AI-Enriched Product Data Drives Sales\" width=\"1130\" height=\"636\" src=\"https:\/\/www.youtube.com\/embed\/A8QKybxNaFk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Modern product discovery is no longer driven by keywords alone. As shoppers adopt conversational search and AI-powered assistants, retailers must rethink how product data is structured, enriched, and optimized. In this webinar recap, learn how AI-enriched product discovery improves search relevance, boosts conversion rates, and prepares ecommerce brands for conversational and agentic commerce.<\/p>\n","protected":false},"author":11,"featured_media":7624,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[11],"tags":[],"_links":{"self":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7619"}],"collection":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/comments?post=7619"}],"version-history":[{"count":7,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7619\/revisions"}],"predecessor-version":[{"id":7789,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7619\/revisions\/7789"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/media\/7624"}],"wp:attachment":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/media?parent=7619"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/categories?post=7619"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/tags?post=7619"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}