ChatGPT Shopping Visibility Tracker
ChatGPT Shopping Tracker: Product Visibility & Rankings
ChatGPT Shopping Tracker to monitor product visibility, rankings, recommendations, attributes, and merchant performance in ChatGPT shopping queries.
What you can track
Track products, journeys, merchants and AI traffic in one place
See which products AI shopping recommends, how buyers get there, which merchants win the click, and how much traffic it sends you.
Follow the path from prompt to purchase and see where buyers drop off
Know how AI describes your products positive, neutral or negative, on every platform
Perplexity 61% See which merchants win the listing and where your products sell
Measure the real traffic AI sends you humans and AI crawlers, by engine
PerplexityReal shopping results
Real product results from the apps buyers shop in
Orchly records the product cards, prices and merchants each AI app shows shoppers, captured from the interface itself, not an API.
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ChatGPT
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Perplexity -
Claude
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Grok
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Gemini
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Copilot -
AI Overviews
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AI Mode
Is your brand mentioned in
ChatGPT ?
Get a free analysis of your brand visibility in AI tools like ChatGPT, Gemini, Perplexity and more.
AI Opportunity Engine
Orchly finds your AI visibility gaps and turns them into tasks
Orchly checks your AI visibility every day. Missing citations, content gaps and technical issues each become a clear task on one board, ranked by impact.
Orchly's intelligence flagged this while scanning your visibility across Google and AI search:
- No page on your site targets “home insurance claim” — about 1,200 searches a month.
- 3 AI engines (ChatGPT, Gemini, Perplexity) currently cite a competitor for this query.
- Every top-ranking result is a step-by-step claim guide you don't yet have.
AI Agents
Orchly’s specialized agents fix every AI visibility gap
Each agent has its own skills. Article Writer fills content gaps, Article Refresh revives old pages, Technical SEO fixes schema and Outreach wins citations.
Article Writer
Turns keyword briefs into publish-ready, SEO-optimized drafts so your content calendar never stalls.
Article Refresh
Spots decaying pages and rewrites them to win back rankings before traffic quietly slips away.
Technical SEO Fixer
Scans for crawl, schema, and Core Web Vitals issues, then ships the fixes the moment they appear.
Outreach Agent
Finds backlink prospects and drafts personalized pitches so domain authority builds on autopilot.
Report Builder
Compiles your SEO and AI-visibility metrics into executive-ready reports, delivered on schedule.
Reddit Visibility
Tracks brand mentions and surfaces threads worth joining so you stay visible where buyers talk.
Build a custom agent
Spin up your own agent with the skills, tools, and triggers your workflow needs.
Coverage & reporting
Track any market and share the results
Watch AI shopping results in any country and language, query the data from your own tools, and turn it into reports clients understand.
See AI shopping results the way local buyers do
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United States English -
Brazil Português -
Spain Español -
Germany Deutsch -
India हिन्दी -
Japan 日本語 -
Australia English
Ask Claude about your products or pull the data through the API
Which of our products does ChatGPT recommend most?
AirPods Pro 2 leads, listed in 38 of 52 shopping prompts, up from 29 last month.
Turn tracking into client reports branded and ready to pitch
How does ChatGPT Shopping visibility tracking work?
Shopping tracking runs off the same prompts and brands as your AI visibility tracking. When a prompt makes ChatGPT show a product shortlist, Orchly records which products appear, their position, the price quoted and the merchants linked, the way a real shopper sees it.
Which platforms support shopping mode?
Shopping results are tracked in ChatGPT, which is where AI product shortlists show up most today. Your wider brand visibility in other AI engines is covered by AI Search Monitoring.
How often is shopping visibility data refreshed?
Daily. Shopping data comes from the same daily prompt runs as the rest of your AI visibility tracking, so it fills in automatically once tracking is set up.
What product data can I track?
Track product visibility scores, item rankings across categories, attribute share (like breathability, comfort, durability), merchant performance, shopping journey analytics, and visibility trends over time. See exactly how your products appear in shopping recommendations.
Can I track competitor products?
Yes! Track competitor product visibility on the same prompts and identify opportunities to outperform them. Compare your product rankings, attribute share, and merchant performance with competitors side-by-side.
What is attribute share tracking?
Attribute share tracking shows which products appear for specific attributes like running shoes, breathability, comfort, or durability. Track your share of voice by product attribute to understand which features drive recommendations.
How do you track merchant performance?
We analyze shopping responses to identify which merchants are driving the most visibility for your products. Track merchant share, performance trends, and see which retailers like Amazon, Nike Store, Zappos, and Foot Locker are featured most often.
What shopping queries trigger product recommendations?
Track which shopping queries trigger product recommendations in ChatGPT Shopping mode. See how your products appear in shopping responses, identify optimization opportunities, and understand which search terms drive the most visibility for your products.