Real ChatGPT answer · index seedDdBEdxIPHi0completeHome services and improvement · contractors and remodelingbrand

How does Thumbtack verify if a contractor is actually licensed and insured before they let them bid on a patio project?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does Thumbtack verify if a contractor is actually licensed and insured before they let them bid on a patio project?
1 real search · 1 real-search pass
Thumbtack contractor license verification insurance background checks how verified officialGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Thumbtack contractor license verification insurance background checks how verified official Google ↗
  1. Safety · thumbtack.com
  2. Your Safety · thumbtack.com
  3. Terms of Use · thumbtack.com
  4. NJ Division of Consumer Affairs · njconsumeraffairs.gov
  5. NJ Department of Community Affairs · nj.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thumbtack contractor license verification insurance background checks how verified official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1