Real ChatGPT answer · index seedRUyFuDpFxhccompleteMarketing and advertising · AI search and generative engine optimizationbrand

What specific technical fixes do we need to implement today so Perplexity and ChatGPT actually cite our brand in their recommendations

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific technical fixes do we need to implement today so Perplexity and ChatGPT actually cite our brand in their recommendations
3 real searches · 1 real-search pass
OpenAI ChatGPT search crawler OAI-SearchBot documentation robots.txt citations website ownersGoogle ↗
OBSERVEDOther / navigational
Perplexity crawler PerplexityBot documentation robots.txt webmasterGoogle ↗
OBSERVEDOther / navigational
Google Search Central structured data organization product documentation AI search website crawlingGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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 crawler OAI-SearchBot documentation robots.txt citations website owners Google ↗
Perplexity crawler PerplexityBot documentation robots.txt webmaster Google ↗
Google Search Central structured data organization product documentation AI search website crawling Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI ChatGPT search crawler OAI-SearchBot documentation robots.txt citations website owners
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Perplexity crawler PerplexityBot documentation robots.txt webmaster
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central structured data organization product documentation AI search website crawling
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1