Real ChatGPT answer · index seedK6FP33A3R6IcompleteHome services and improvement · contractors and remodelingcommercial

How do I find a reliable handyperson on thumbtack who actually shows up on time in San Diego

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I find a reliable handyperson on thumbtack who actually shows up on time in San Diego
1 real search · 1 real-search pass
Thumbtack how to choose handyman professional reviews punctuality cancellation policies San DiegoGoogle ↗
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 how to choose handyman professional reviews punctuality cancellation policies San Diego Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thumbtack how to choose handyman professional reviews punctuality cancellation policies San Diego
OBSERVED
Google ↗
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