Real ChatGPT answer · index seedi5MKhPpxn4EcompleteHome services and improvement · cleaning servicesbrand
What complaints do budget-conscious users most frequently leave about Thumbtack home cleaners?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What complaints do budget-conscious users most frequently leave about Thumbtack home cleaners?
2 real searches · 1 real-search pass
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)
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 reviews complaints price budget hidden fees quality cancellations cleaners reviews Google ↗
Thumbtack cleaning service customer complaints Reddit pricing fees house cleaners Google ↗
- Thumbtack Reviews & Complaints · consumeraffairs.com
- Thumbtack Reviews & Complaints · consumeraffairs.com
- Thumbtack Reviews & Complaints · consumeraffairs.com
- Thumbtack, Inc. | BBB Complaints · bbb.org
- Thumbtack Reviews | Read 141 Customer Ratings of thumbtack.com · ratingfacts.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack house cleaning reviews complaints price budget hidden fees quality cancellations cleaners reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Thumbtack cleaning service customer complaints Reddit pricing fees house cleaners OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |