Real ChatGPT answer · index seed8LcWkOCDeUMcompleteHome services and improvement · contractors and remodelinghowto

How do I use the state licensing board website to verify that a subcontractor is legally allowed to do commercial roofing work in Texas?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do I use the state licensing board website to verify that a subcontractor is legally allowed to do commercial roofing work in Texas?
2 real searches · 1 real-search pass
Texas roofing contractor license required state commercial roofing TDLR officialGoogle ↗
OBSERVED
Texas contractor license requirements roofing local permits official Texas governmentGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Texas roofing contractor license required state commercial roofing TDLR official Google ↗
Texas contractor license requirements roofing local permits official Texas government Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas roofing contractor license required state commercial roofing TDLR official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Texas contractor license requirements roofing local permits official Texas government
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1