ChatGPT shopping tracking, product by product
Proofsource captures the shopping cards ChatGPT shows in its answers and turns them into product rows, so you see which of your products AI recommends and which it leaves out. For Shopify stores (in Preview) it reads your catalog, turns product types into buyer questions and checks which products each engine names. The feed check and the Products in AI table are in early access.
| Product | ChatGPT | Perplexity | Claude |
|---|---|---|---|
| City commuter bike | Named | Missing | Named |
| Trail helmet | Named | Named | Named |
| U-lock with cable | Missing | Missing | Named |
| Rear pannier bag | Missing | Missing | Missing |
ChatGPT shopping product tracking, in short
The facts, ready to quote.
- Shopping capture
- ChatGPT shopping results captured and turned into product rows
- Shopping cards
- Product cards shown inside AI answers are recorded
- Shopify catalog
- In Preview: product types turned into buyer questions, products checked per engine
- Products in AI
- Early access: a table of your products and whether each engine names them
- Feed check
- Early access: shopping feed compared with live page facts
- Engines
- Up to 10 AI engines: ChatGPT, Perplexity, Claude, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Grok, DeepSeek and Meta AI
ChatGPT shopping tracking, explained
ChatGPT shopping tracking measures whether your products appear when buyers ask ChatGPT what to buy. For many product questions ChatGPT now shows shopping cards: product images, names, prices and merchants pulled into the answer. Other engines name products in plain text. For a store, being the brand AI mentions is not enough; the question is which product it names, and whether the details are right.
Product visibility behaves differently from brand visibility. AI might recommend your best seller and ignore the rest of your range, or name a product with an old price because your feed and your product page disagree. Tracking at product level shows which lines win, which are missing, and where conflicting data may be holding you back.
Proofsource captures ChatGPT shopping results and the shopping cards shown in answers, and derives product rows from them. For Shopify stores it reads your catalog, writes buyer questions from your product types and checks which products ChatGPT, Perplexity, Claude, Google AI Overviews and other engines (up to 10 in all) name. It compares your shopping feed with your live pages so AI agents see the same product facts everywhere.
How it works
See which of your products ChatGPT shopping results and AI answers name, built from your own store catalog.
Read your catalog
Connect a Shopify store and Proofsource reads your products and product types.
Write buyer questions
Product types become buyer questions, such as "best commuter bike for city riding".
Capture shopping results
ChatGPT shopping results and cards are captured and turned into product rows.
Match your products
See which of your products each engine names and which it misses.
Check your feed
Compare your shopping feed with your live pages to find conflicting facts.
See it in the product
Screens from the Proofsource app, drawn with sample data for an example brand.
| Card | Product | Merchant |
|---|---|---|
| 1 | Urban 7 commuter | Competitor store |
| 2 | City commuter bike | Your store |
| 3 | Metro hybrid | Competitor store |
| Product | Feed says | Page says |
|---|---|---|
| City commuter bike | In stock | In stock |
| Trail helmet | 3 colors | 5 colors |
| U-lock with cable | Weight 1.2 kg | Weight 1.4 kg |
Every capability, live today
6 shipped capabilities behind ChatGPT shopping product tracking, each in the product now.
ChatGPT shopping capture
Captures ChatGPT shopping results and derives product rows from them.
Shopping cards in answers
Records the shopping cards shown inside AI answers.
Shopify catalog visibility
Reads your store catalog, turns product types into buyer questions and checks which of your products engines name.
Products in AI
A table in the Shopify app of your products and whether each AI engine names them.
Feed matches the site
Compares your shopping feed with live page facts so agents see consistent product details.
Shopping attribute accuracy
Checks how accurately AI engines state your product attributes, so wrong details show up before shoppers see them.
Who it is for
See which products AI picks
Find best sellers AI ignores and lines it already recommends.
Win the shopping card
Track whether your product appears in ChatGPT shopping cards for key questions.
Fix conflicting facts
Find feed and page mismatches before agents repeat the wrong one.
Why it matters
Product-level truth
Know which products, not just which brand, AI recommends.
Questions from your catalog
Buyer questions come from your own product types.
Consistent facts
Feed checks keep product details the same everywhere AI looks.
Google AI OverviewsGoogle AI Mode
ChatGPT shopping product tracking: Proofsource and other tools
AI shopping tracking is offered by several AI visibility tools. Here is what each says on its own pages.
| Capability | Proofsource | Profound | Peec AI | Otterly.AI | Rankscale |
|---|---|---|---|---|---|
| ChatGPT shopping tracking | YesShopping results and cards captured into product rows | YesFour Agent nodes for Shopping data; Aim answers Shopping questionsSource | YesAI shopping analytics: product visibility, win rate, ratingsSource | YesShows whether products appear in shopping cardsSource | YesShopping items, sponsored placements and buybox winsSource |
| Catalog questions and a feed check | SoonEarly access: Shopify product types become buyer questions, and your shopping feed is compared with live page facts. | Not listed | Not listed | Not listed | Not listed |
| Product-level visibility | SoonEarly access: a table of your products and whether each AI engine names them. | YesTracks product visibility in ChatGPT Shopping down to SKU levelSource | YesProduct visibility, win rate, ratings, competitors, source URLs; launched June 2026Source | Not listed | YesShopping items and sponsored placements; buybox wins; ChatGPT, AI Mode, CopilotSource |
Where each of them shines
SKU-level ChatGPT Shopping tracking and Shopping data inside its agents. Compare in full
Shopping analytics with win rate, ratings, competitors and source URLs. Compare in full
Simple shopping card tracking alongside brand reports. Compare in full
Shopping analysis across ChatGPT, AI Mode and Copilot, including sponsored placements.
Questions about ChatGPT shopping product tracking
Can Proofsource track my products in ChatGPT shopping?
Yes. It captures ChatGPT shopping results and the shopping cards shown in answers, and turns them into product rows you can match to your catalog.
Does it work with Shopify?
Yes. In Preview, Proofsource reads your Shopify catalog and turns product types into buyer questions. The Products in AI table inside the Shopify app is in early access.
Which engines does product tracking cover?
ChatGPT shopping cards are captured directly. Product mentions are checked across every engine your plan covers, up to 10 AI engines.
What is the feed check?
It is in early access. It compares your shopping feed with the facts on your live product pages and lists any that differ, so AI agents see consistent details.
Do I need a Shopify store to use it?
Shopping cards in answers are recorded for any tracked brand. Catalog-based questions use a connected Shopify store, and so does the Products in AI table.
How is this different from Profound or Peec AI shopping analytics?
Profound and Peec AI offer strong shopping analytics, including SKU-level tracking and win rates. Proofsource builds questions from your own Shopify catalog and checks that your feed matches your pages.
Keep exploring
Try it on your own brand.
Proofsource is live: scan your brand and see ChatGPT shopping product tracking at work with your own answers, competitors and sources.
Google AI OverviewsGoogle AI Mode