Real ChatGPT answer · index seedXwOyO123ZfscompleteHome services and improvement · cleaning servicescommercial

What do actual users on Reddit recommend when comparing Thumbtack and Angi for finding dependable weekly house cleaners in large cities?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do actual users on Reddit recommend when comparing Thumbtack and Angi for finding dependable weekly house cleaners in large cities?
2 real searches · 1 real-search pass
site:reddit.com Thumbtack vs Angi house cleaners weekly cleaning dependable large city experiencesGoogle ↗
OBSERVEDComparison
site:reddit.com/r/ cleaning service Thumbtack Angi house cleaner recurring weekly cleaner reviewsGoogle ↗
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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
site:reddit.com Thumbtack vs Angi house cleaners weekly cleaning dependable large city experiences Google ↗
site:reddit.com/r/ cleaning service Thumbtack Angi house cleaner recurring weekly cleaner reviews Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com Thumbtack vs Angi house cleaners weekly cleaning dependable large city experiences
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:reddit.com/r/ cleaning service Thumbtack Angi house cleaner recurring weekly cleaner reviews
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1