# ChatGPT Shopping Tracker: Product Visibility & Rankings

ChatGPT Shopping Tracker to monitor product visibility, rankings, recommendations, attributes, and merchant performance in ChatGPT shopping queries.

29.3M

Tracked AI responses

1.3B+

Tracked AI crawls

17.3K

Content generated

27×

Hours saved per month

### 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

Brands Merchants Products Prompts

Brand visibility

**41%** ▲ 5%  
Products ranked

**18** ▲ 3  
Avg position

**#2.8** ▲ 0.4

Brand visibility trend AI Shopping

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

Shopping Journey Last 30 days

Journeys Funnel Products Merchants

Shopping prompts

**12.4K** ▲ 8%  
Listed rate

**29%** ▲ 4%  
Click to merchant

**10%** ▲ 2%  
Prompt to purchase All 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

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

Sentiment Last 30 days

Overview By platform Themes Mentions

Brand sentiment All 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

Merchants Products Brands Prompts

Merchants tracked

**42** ▲ 6

Top merchant

**Amazon** 34%

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

Traffic Logs Settings

ChatGPT  
Humans **1,840** ▲ 14%  
Bots **6,420** ▲ 22%

Claude  
Humans **920** ▲ 9%  
Bots **2,180** ▲ 16%

Perplexity  
Humans **1,260** ▲ 11%  
Bots **1,940** ▲ 12%

Google  
Humans **4,210** ▲ 4%  
Bots **3,560** ▼ 3%

Traffic trend Humans Bots

### 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

### How does ChatGPT Shopping visibility tracking work?

We monitor ChatGPT Shopping mode responses to track when your products appear in shopping recommendations. We scrape shopping queries and responses from your preferred location proxy to show exactly what users see when searching for products in ChatGPT Shopping mode.

### Which platforms support shopping mode?

Currently, ChatGPT Shopping mode is the primary platform we track. We also monitor shopping-related queries on Google Shopping, Gemini Shopping, Perplexity Shopping, and Claude Shopping when available. Track your product visibility across all major AI shopping platforms in one unified dashboard.

### 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.