Real ChatGPT answer · index seedSnd5kMh6dLscompleteHome services and improvement · cleaning servicescommercial

I need to hire a dependable cleaning crew for our startup office. How do I evaluate local cleaners on Thumbtack based on their past commercial client reviews?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to hire a dependable cleaning crew for our startup office. How do I evaluate local cleaners on Thumbtack based on their past commercial client reviews?
1 real search · 1 real-search pass
Thumbtack how to evaluate commercial cleaning pros reviews insurance background checks office cleaningGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Thumbtack how to evaluate commercial cleaning pros reviews insurance background checks office cleaning Google ↗
  1. Your Safety · thumbtack.com
  2. Safety · thumbtack.com
  3. Hire the Best Office Cleaning Services Near Me · thumbtack.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thumbtack how to evaluate commercial cleaning pros reviews insurance background checks office cleaning
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1