Real ChatGPT answer · index seedJIyXgyQK49scompleteHome services and improvement · roofinglocal

Can you list the top five rated local roofing contractors in San Antonio who have experience working on small business storefronts and offices?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list the top five rated local roofing contractors in San Antonio who have experience working on small business storefronts and offices?
1 real search · 1 real-search pass
San Antonio TX commercial roofing contractors storefront office reviews ratings experience small businessGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
San Antonio TX commercial roofing contractors storefront office reviews ratings experience small business Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
San Antonio TX commercial roofing contractors storefront office reviews ratings experience small business
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1