Real ChatGPT answer · index seedO5UynCOlP70completeHome services and improvement · cleaning servicescomparison

Do licensed and insured cleaners actually cost way more than uninsured ones on Thumbtack when you need emergency house cleaning right now?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do licensed and insured cleaners actually cost way more than uninsured ones on Thumbtack when you need emergency house cleaning right now?
2 real searches · 1 real-search pass
Thumbtack house cleaning cost same day emergency cleaner insured licensed pricing 2026Google ↗
OBSERVEDOther / navigational
Thumbtack cleaner licensed insured requirements background check insurance cleaning prosGoogle ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Thumbtack house cleaning cost same day emergency cleaner insured licensed pricing 2026 Google ↗
Thumbtack cleaner licensed insured requirements background check insurance cleaning pros Google ↗
  1. 2026 House Cleaning Costs & Prices · thumbtack.com
  2. Best Same-Day House Cleaning Services · thumbtack.com
  3. Your Safety · thumbtack.com
  4. Safety · thumbtack.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thumbtack house cleaning cost same day emergency cleaner insured licensed pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Thumbtack cleaner licensed insured requirements background check insurance cleaning pros
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1