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.

ChatGPT Shopping Visibility Tracker Dashboard
Trusted by 500+ Brands and Agencies across the globe

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.

See which of your products AI recommends SKU by SKU, for every buying prompt

AI Shopping Last 30 days
BrandsMerchantsProductsPrompts
Brand visibility
41%▲ 5%
Products ranked
18▲ 3
Avg position
#2.8▲ 0.4
Brand visibility trendAI Shopping
W1W4W8W12
Product Visibility Rank
AirPods Pro 2 92% #1
WH-1000XM5 78% #2
QuietComfort Ultra 64% #3
Galaxy Buds3 Pro 57% #4

Follow the path from prompt to purchase and see where buyers drop off

Shopping Journey Last 30 days
JourneysFunnelProductsMerchants
Shopping prompts
12.4K▲ 8%
Listed rate
29%▲ 4%
Click to merchant
10%▲ 2%
Prompt to purchaseAll engines
Shopping prompts 12.4K
Product results shown 8.1K
35% drop-off
Your product listed 3.6K
55% drop-off
Clicked to merchant 1.2K
66% drop-off
Top journeysClick rate
“best noise cancelling earbuds” 14%
Comparison AirPods Pro 2 apple.com
“running earbuds under $200” 9%
Top picks Galaxy Buds3 Pro amazon.com
“airpods pro vs sony xm5” 6%
Head to head WH-1000XM5 bestbuy.com

Know how AI describes your products positive, neutral or negative, on every platform

Sentiment Last 30 days
OverviewBy platformThemesMentions
Brand sentimentAll platforms
74
Score
Positive
67%
Neutral
16%
Negative
17%
Top Positive Mentions
Reliable 89
Easy to Use 72
Fast 68
Top Negative Mentions
Pricing 24
Complex 18
By platform Positive Neutral Negative
ChatGPT 72%
Claude 69%
Perplexity 61%
Gemini 58%
Grok 49%

See which merchants win the listing and where your products sell

Merchants Last 30 days
MerchantsProductsBrandsPrompts
Merchants tracked
42▲ 6
Top merchant
Amazon34%
Your listings
46▲ 9
Merchant Share of listings Your products Rank
Amazon 34% 12 #1
Best Buy 22% 9 #2
Apple 17% 17 #1
Walmart 14% 5 #4
Target 8% 3 #5

Measure the real traffic AI sends you humans and AI crawlers, by engine

AI Traffic Last 7 days
TrafficLogsSettings
ChatGPT
Humans1,840▲ 14%
Bots6,420▲ 22%
Claude
Humans920▲ 9%
Bots2,180▲ 16%
Perplexity
Humans1,260▲ 11%
Bots1,940▲ 12%
Google
Humans4,210▲ 4%
Bots3,560▼ 3%
Traffic trend Humans Bots
MonTueWedThuFriSatSun
Visibility by bot
14.1Kcrawls
ChatGPT46%Claude24%Perplexity18%Google12%

Real 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.

  • ChatGPT
  • Perplexity
  • Claude
  • Grok
  • Gemini
  • Copilot
  • AI Overviews
  • 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.

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.

Skills
SERP AnalysisOutline BuildingNLP Optimization
Integrations

Article Refresh

Spots decaying pages and rewrites them to win back rankings before traffic quietly slips away.

Skills
Decay DetectionContent UpdateRe-optimization
Integrations

Technical SEO Fixer

Scans for crawl, schema, and Core Web Vitals issues, then ships the fixes the moment they appear.

Skills
Site AuditSchema RepairIndexing
Integrations

Outreach Agent

Finds backlink prospects and drafts personalized pitches so domain authority builds on autopilot.

Skills
ProspectingEmail DraftingFollow-ups
Integrations

Report Builder

Compiles your SEO and AI-visibility metrics into executive-ready reports, delivered on schedule.

Skills
Data SyncDashboardsScheduling
Integrations

Reddit Visibility

Tracks brand mentions and surfaces threads worth joining so you stay visible where buyers talk.

Skills
Thread TrackingSentimentMention Alerts
Integrations

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.

Any region, any language

See AI shopping results the way local buyers do

Locations 7 countries · 6 languages + Add
United States English Brazil Português Spain Español Germany Deutsch India हिन्दी Japan 日本語 Australia English
  • United States English
  • Brazil Português
  • Spain Español
  • Germany Deutsch
  • India हिन्दी
  • Japan 日本語
  • Australia English
MCP & API

Ask Claude about your products or pull the data through the API

Claude Orchly MCP

Which of our products does ChatGPT recommend most?

orchly · get_shopping

AirPods Pro 2 leads, listed in 38 of 52 shopping prompts, up from 29 last month.

Pitch-ready reports

Turn tracking into client reports branded and ready to pitch

N Northwind Audio Shopping report · June 2026
Product visibility +41%
Avg rank #2.8
AI traffic +18%
Product visibility, by month 12 months

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.