Real ChatGPT answer · index seedo752P6FncUwcompleteHome services and improvement · contractors and remodelingcomparison

Compare HomeAdvisor and Thumbtack for finding a verified local contractor who can install a new bathroom vanity and fix plumbing lines today.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare HomeAdvisor and Thumbtack for finding a verified local contractor who can install a new bathroom vanity and fix plumbing lines today.
1 real search · 1 real-search pass
HomeAdvisor vs Thumbtack contractor verification screening reviews same-day booking 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
HomeAdvisor vs Thumbtack contractor verification screening reviews same-day booking 2026 Google ↗
  1. Seal of Approval · homeadvisor.com
  2. HomeAdvisor · homeadvisor.com
  3. HomeAdvisor · homeadvisor.com
  4. Visit HomeAdvisor · homeadvisor.com
  5. How It Works · thumbtack.com
  6. Your Safety · thumbtack.com
  7. Visit Thumbtack · thumbtack.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor vs Thumbtack contractor verification screening reviews same-day booking 2026
OBSERVED
Google ↗
AI Mode ↗
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