Real ChatGPT answer · index seedn1APqixc8YEcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
How do I track if ChatGPT is recommending my competitors instead of my own consulting firm when users ask for industry experts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I track if ChatGPT is recommending my competitors instead of my own consulting firm when users ask for industry experts?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
AI visibility monitoring tools track ChatGPT brand mentions competitors 2026 GEO consulting firms Google ↗
OpenAI ChatGPT search publisher visibility recommendations how ChatGPT search works official Google ↗
- Visit Profound · tryprofound.com
- Visit Otterly.AI · otterly.ai
- Visit Peec AI · peec.ai
- Visit Gumshoe · gumshoe.ai
- GEO Monitor · geomonitor.app
- GeoEcho · geoecho.ai
- Searching the web with ChatGPT · help.openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI visibility monitoring tools track ChatGPT brand mentions competitors 2026 GEO consulting firms OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OpenAI ChatGPT search publisher visibility recommendations how ChatGPT search works official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |