Real ChatGPT answer · index seed69FQqWXF5dAcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What steps should I take today to diagnose why our brand mentions have disappeared from recent ChatGPT recommendations
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should I take today to diagnose why our brand mentions have disappeared from recent ChatGPT recommendations
3 real searches · 1 real-search pass
OpenAI ChatGPT search publisher website crawling OAI-SearchBot documentation recommendations visibility 2026Google ↗
OBSERVEDOther / navigational
ChatGPT shopping product recommendations sources brands visibility how recommendations work OpenAI officialGoogle ↗
OBSERVEDOther / navigational
AI search visibility brand mentions ChatGPT tracking volatility study 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
OpenAI ChatGPT search publisher website crawling OAI-SearchBot documentation recommendations visibility 2026 Google ↗
ChatGPT shopping product recommendations sources brands visibility how recommendations work OpenAI official Google ↗
AI search visibility brand mentions ChatGPT tracking volatility study 2026 Google ↗
- AI visibility is a topic-level game: A study of 50,000 brands in ChatGPT [Study] · semrush.com
- AI Search Visibility: How Stable Are Brand Mentions and Citations? · otterly.ai
- Overview of OpenAI Crawlers · developers.openai.com
- Searching the web with ChatGPT · help.openai.com
- Shopping with ChatGPT Search · help.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search publisher website crawling OAI-SearchBot documentation recommendations visibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ChatGPT shopping product recommendations sources brands visibility how recommendations work OpenAI official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AI search visibility brand mentions ChatGPT tracking volatility study 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |