# ChatGPT Shopping, when it shows up and how to track it

See how frequently [ChatGPT triggers shopping features](/content/features/chatgpt-shopping/index.html) when performing web searches. This real-time data shows how often ChatGPT recommends products, which matters for any e-commerce brand that wants to show up in ChatGPT's shopping results.

Klaas Foppen · November 23, 2025

## OpenAI How often shopping is activated

This chart shows the percentage of ChatGPT web search responses that include [shopping features](/content/features/chatgpt-shopping/index.html) (product cards, shopping recommendations, price comparisons) across all prompt types. The rate varies significantly based on the intent behind the user's prompt.

**Important:** This metric only includes ChatGPT responses where web search was triggered (responses with citations). [Shopping features](/content/features/chatgpt-shopping/index.html) can only appear when ChatGPT searches the web.

### What this means for you

Across all prompt types, ChatGPT attaches shopping features to only a low single-digit percentage of web-search responses, but the rate moves in visible steps rather than a smooth line. In this window it roughly doubled overnight in late May before falling back weeks later, a pattern that says OpenAI actively tunes when product cards appear rather than leaving it to chance.

The all-prompts average also understates what matters for e-commerce: shopping features concentrate on commercial and transactional prompts, where trigger rates run far higher. Product visibility inside ChatGPT is an emerging sales channel whose volume is controlled by a dial OpenAI can turn at any time.

#### How to act on it

- Get your product data AI-ready now (complete Product schema markup, accurate prices and availability, and a clean merchant feed) so your catalog is eligible whenever shopping triggers for your category.
- Run the commercial and transactional prompts your buyers actually use and record whether shopping cards appear and which brands fill them; a step change in this chart usually means OpenAI opened (or closed) a window for your category.
- Treat ChatGPT shopping like Google Shopping in its earliest days: modest traffic today, but the brands that establish product visibility before the feature scales will be hardest to displace later.

## How we collect this data

We collect millions of prompt responses, citations, and click data from the actual user interfaces of major AI platforms: over 26 billion data points and growing. This gives us one of the largest datasets on how AI search engines cite sources and recommend brands.

### Real UI monitoring

Data straight from the interfaces of ChatGPT, Gemini, Perplexity, Claude, AI Overviews, and more.

### 26B+ data points

Over 26 billion analyzed citations, prompts, and responses, one of the largest AI search datasets available.

### Continuously updated

Refreshed constantly so the trends you see reflect the latest behavior of AI search engines.

### Aggregated & public

Published freely for the GEO community, based on aggregated, non-identifiable trends.

### Track your visibility in ChatGPT Shopping

Track how ChatGPT displays your products and shopping recommendations. Get alerts when competitors appear in shopping results instead of your brand. Optimize your e-commerce presence in AI search with data-driven insights.