Real ChatGPT answer · index seed3m02WMyZqIAcompleteHome services and improvement · roofinglocal

What license number format should I look for when checking the background of a local roofing contractor in the state of Texas?

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

SEED QUERY
What license number format should I look for when checking the background of a local roofing contractor in the state of Texas?
2 real searches · 1 real-search pass
Texas Department of Licensing and Regulation roofing contractor license Texas registration requirements officialGoogle ↗
OBSERVEDDefinition
Texas roofing contractor license number required format Texas no statewide roofing license TDLRGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReasonDefinition50%InstructionYes / 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
Texas Department of Licensing and Regulation roofing contractor license Texas registration requirements official Google ↗
Texas roofing contractor license number required format Texas no statewide roofing license TDLR Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas Department of Licensing and Regulation roofing contractor license Texas registration requirements official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Texas roofing contractor license number required format Texas no statewide roofing license TDLR
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1