Shoppers now ask ChatGPT, Gemini, Perplexity and Google's AI which product to buy. Track whether your products get recommended, fix the product pages AI reads, and turn the visits into repeat orders.
What is an AI search ranking tracker for ecommerce products?
An AI search ranking tracker for ecommerce products checks whether AI engines recommend your products when shoppers ask what to buy. AI Rank Lab runs your shopping prompts on ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode, records whether your store or product is named, its position and the URLs cited, and scores product pages for the data AI engines read.
AI now shortlists products before shoppers reach your store
A shopper asks for the best product under a budget and gets three names. Product pages that AI cannot read, or cannot trust, never make the list.
Product pages AI cannot read
Client-side rendering, blocked AI crawlers or a broken canonical can hide a product from the engines entirely.
Thin or mismatched product data
Missing Product and Offer schema, or a price in the markup that differs from the page, makes AI engines skip the page.
Comparisons decided elsewhere
AI answers cite review sites and rival stores. If your page doesn't answer the buyer's comparison question, someone else's does.
Visits that never become orders
Shoppers referred by AI still abandon carts. Without recordings and funnel data you don't see why.
What shoppers ask AI before they buy
Shopping prompts mix category, budget, use case and comparison. Track the ones your products should win.
Track shopping prompts on every engine
Brand Visibility runs each shopping prompt on ChatGPT, Claude, Gemini and Perplexity, and shows whether your store or product is named, which rivals appear and which URLs the answer cites. Google AI Overview and AI Mode scans add the search side.
Four parts of the suite do the heavy lifting for ecommerce teams.
Product page AEO and GEO scoring
Scan any public product page from Shopify, WooCommerce, Magento or a custom store. See whether OAI-SearchBot, GPTBot, ClaudeBot, PerplexityBot and Google-Extended can reach it, and which schema, freshness and trust gaps to fix first.
Product, Offer, price, availability, GTIN and reviews
Citation analytics lists the domains and URLs AI engines cite for your shopping prompts, so you know which review sites and rival pages shape the answer.
A small tracking tag records AI bot visits and AI assistant referrals per page, so you see which products the engines read and which ones send shoppers.
AI answers change from one run to the next. Our own tracking data shows how often, which is why AI Rank Lab keeps every run.
44%
of prompt–engine pairs switched between naming a brand and leaving it out at least once.Method: 991 successful runs of 45 prompt–engine pairs tracked in AI Rank Lab between 13 February and 30 October 2026. Only pairs with five or more runs are included. Aggregated and anonymised; no customer is identified.
Each run asks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode and stores mention, position, sentiment, competitors named and cited URLs.
Is AI Rank Lab an AI search ranking tracker for ecommerce products?
Yes. It runs your shopping prompts on ChatGPT, Claude, Gemini and Perplexity, plus Google AI Overviews and AI Mode, and records whether your store or product is named, at which position, and which URLs are cited.
Does it work with Shopify, WooCommerce or Magento?
The E-com AEO & GEO checker scans any public product page, whatever the platform. There is no store app to install. Publishing works through the WordPress plugin or a signed webhook to any site.
What does the product page check look at?
AI crawler access (OAI-SearchBot, GPTBot, ClaudeBot, PerplexityBot, Google-Extended), rendering and canonicals, Product and Offer data (price, availability, GTIN, brand, reviews), price and stock mismatches, and whether the page answers the questions shoppers ask.
Can I see sales from AI search?
Connect GA4 to see sessions and conversions from AI assistants such as chatgpt.com and perplexity.ai, and use Revenue Leak to find where those shoppers drop out. AI Rank Lab reads GA4; it does not replace your store's own order data.
How much does it cost?
Every plan includes every workspace and one monthly pool of credits: Starter $69 (10,000 credits), Professional $149 (30,000) and Enterprise $499 (150,000). Custom plans add volume discounts, dedicated support and an SLA. Annual billing saves 20%. Signup gives 100 free credits with no card.
How do I get my products recommended by ChatGPT?
Make the product page easy for AI engines to read and trust: let AI crawlers in, render the content on the server, add Product and Offer data that matches the visible price and stock, and answer the comparison questions shoppers ask. Then track the shopping prompts to see whether ChatGPT and the other engines start naming the product.
What should I look for in an AI visibility tool for an ecommerce brand?
Coverage of the engines your shoppers use, shopping prompts tracked over time rather than one-off checks, the URLs each answer cites, and checks on the product pages themselves. AI Rank Lab covers six engines and product page scoring; it does not import your store's orders, so revenue comes from GA4.
Can I track different countries?
Google AI Overview, AI Mode and SERP scans take a country and language per query. Runs on ChatGPT, Claude, Gemini and Perplexity do not emulate a location.
ChatGPT
Gemini
Perplexity
Claude