Real ChatGPT answer · index seedYEFHLH7qA5EcompleteHome services and improvement · cleaning servicescommercial
What are people saying online about the quality of deep cleaning services booked through the Handy app this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are people saying online about the quality of deep cleaning services booked through the Handy app this year?
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
Handy app deep cleaning service reviews customer experiences 2026 quality cleaners complaints praise Google ↗
Handy cleaning service reviews 2026 deep clean Reddit Google ↗
- Handy Reviews · trustpilot.com
- Handy Reviews - 986 Customer Reviews of handy.com, Rated 2.9/5 · smartcustomer.com
- Handy Reviews (From First-hand Experiences) · consumeraffairs.com
- Handy | BBB Reviews · bbb.org
- deep cleaning service page · orders.handy.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Handy app deep cleaning service reviews customer experiences 2026 quality cleaners complaints praise OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Handy cleaning service reviews 2026 deep clean Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |