Real ChatGPT answer · index seedyxWQX7zYdakcompleteMarketing and advertising · AI search and generative engine optimizationinformational
How do I audit our current e-commerce AI product visibility across major generative engines using only free browser tools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I audit our current e-commerce AI product visibility across major generative engines using only free browser tools?
3 real searches · 1 real-search pass
2026 generative engine optimization ecommerce AI visibility audit free tools ChatGPT Perplexity Gemini Copilot Google AI Overviews methodologyGoogle ↗
OBSERVEDReason
Google Search Console AI Overviews reporting documentation 2026 ecommerce product structured data Merchant Center freeGoogle ↗
OBSERVEDOther / navigational
Bing Webmaster Tools AI search visibility Copilot citations free tools 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 generative engine optimization ecommerce AI visibility audit free tools ChatGPT Perplexity Gemini Copilot Google AI Overviews methodology Google ↗
Google Search Console AI Overviews reporting documentation 2026 ecommerce product structured data Merchant Center free Google ↗
Bing Webmaster Tools AI search visibility Copilot citations free tools 2026 Google ↗
- Open ChatGPT · chatgpt.com
- Open Gemini · gemini.google.com
- Open Perplexity · perplexity.ai
- Open Copilot · copilot.microsoft.com
- Open Claude · claude.ai
- Open Google Sheets · sheets.google.com
- Open Rich Results Test · search.google.com
- Open Google Search Console · search.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · arc.net
- Open Bing Webmaster Tools · bing.com
- AI Performance · bing.com
- Introducing AI Performance in Bing Webmaster Tools Public Preview · blogs.bing.com
- Google PageSpeed Insights · pagespeed.web.dev
- Schema Markup Validator · validator.schema.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization ecommerce AI visibility audit free tools ChatGPT Perplexity Gemini Copilot Google AI Overviews methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Console AI Overviews reporting documentation 2026 ecommerce product structured data Merchant Center free OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Bing Webmaster Tools AI search visibility Copilot citations free tools 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |