Real ChatGPT answer · index seedwe5TJia4gC8completeMarketing and advertising · AI search and generative engine optimizationbrand

Why is our brand being completely ignored by generative search engines when people ask for industry alternatives in our local area

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why is our brand being completely ignored by generative search engines when people ask for industry alternatives in our local area
2 real searches · 1 real-search pass
how generative AI search engines select local businesses recommendations local SEO citations structured data reviewsGoogle ↗
OBSERVEDReason
Google Search Central local business structured data business profile local ranking relevance distance prominenceGoogle ↗
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 generative AI search engines select local businesses recommendations local SEO citations structured data reviews Google ↗
Google Search Central local business structured data business profile local ranking relevance distance prominence Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how generative AI search engines select local businesses recommendations local SEO citations structured data reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central local business structured data business profile local ranking relevance distance prominence
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1