Real ChatGPT answer · index seedlFIGiJi6flQcompleteHome services and improvement · cleaning servicesinformational
What are recent college graduates saying on Reddit about the reliability of cleaners booked through the Handy app?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are recent college graduates saying on Reddit about the reliability of cleaners booked through the Handy 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:reddit.com/r/Handy OR site:reddit.com/r/college "Handy" cleaner reliable cleaning app 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:reddit.com Handy app cleaner reliability college graduate recent graduates cleaning service reviews OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |