Real ChatGPT answer · index seedpquzAR8Jfl8completeMarketing and advertising · AI search and generative engine optimizationcommercial

Our main competitor is showing up in every ChatGPT recommendation and we are not what immediate steps can we take to fix this?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our main competitor is showing up in every ChatGPT recommendation and we are not what immediate steps can we take to fix this?
2 real searches · 1 real-search pass
how ChatGPT search recommendations select sources brand visibility official OpenAI publishers crawler OAI-SearchBot guidanceGoogle ↗
OBSERVEDReason
AI search visibility brand recommendations third party mentions reviews structured data SEO best practices 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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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
how ChatGPT search recommendations select sources brand visibility official OpenAI publishers crawler OAI-SearchBot guidance Google ↗
AI search visibility brand recommendations third party mentions reviews structured data SEO best practices 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how ChatGPT search recommendations select sources brand visibility official OpenAI publishers crawler OAI-SearchBot guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AI search visibility brand recommendations third party mentions reviews structured data SEO best practices 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1