Real ChatGPT answer · index seed1VBQJtYQ4RMcompleteHome services and improvement · cleaning servicesbrand

Are customers generally happy with the quality of emergency cleaning services booked through Thumbtack or should I call a local agency directly?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are customers generally happy with the quality of emergency cleaning services booked through Thumbtack or should I call a local agency directly?
1 real search · 1 real-search pass
Thumbtack cleaning services customer reviews quality complaints emergency cleaning provider screening guaranteesGoogle ↗
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 cleaning services customer reviews quality complaints emergency cleaning provider screening guarantees Google ↗
  1. Thumbtack Reviews & Complaints · consumeraffairs.com
  2. Thumbtack: Hire Service Pros · chrome-stats.com
  3. Guarantee · thumbtack.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thumbtack cleaning services customer reviews quality complaints emergency cleaning provider screening guarantees
OBSERVED
Google ↗
AI Mode ↗
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