Real ChatGPT answer · index seedxVLqTaUnwyAcompleteHome services and improvement · cleaning servicesbrand
What are the main complaints that customers leave about the quality of work from independent cleaners found through the Thumbtack app?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main complaints that customers leave about the quality of work from independent cleaners found through the Thumbtack app?
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). 1 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 customer reviews complaints quality of work cleaners missed spots inconsistent cleaning Google ↗
Thumbtack reviews independent house cleaners complaints cleaning quality customer experiences Reddit Google ↗
- The Best Cleaning in Chicago, IL · thumbtack.com
- Hire the Best House Cleaning Services Near Me · thumbtack.com
- The Best Cleaning in Austin, TX · thumbtack.com
- Anyone have a good cleaning service? That actually deep cleans? · reddit.com
- Thumbtack Reviews & Complaints · consumeraffairs.com
- Thumbtack Reviews & Complaints · consumeraffairs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack house cleaning customer reviews complaints quality of work cleaners missed spots inconsistent cleaning OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Thumbtack reviews independent house cleaners complaints cleaning quality customer experiences Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |