How can my small hospitality business in Detroit effectively contest an unfair one-star review left by a guest who did not read the booking terms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can my small hospitality business in Detroit effectively contest an unfair one-star review left by a guest who did not read the booking terms?
4 real searches · 1 real-search pass
Google Maps user contributed content policy fake engagement reviews report appeal reviews officialGoogle ↗
OBSERVEDReason
Airbnb Reviews Policy removal review retaliatory irrelevant officialGoogle ↗
OBSERVEDOther / navigational
Booking.com partner review removal policy guest review officialGoogle ↗
OBSERVEDOther / navigational
Yelp content guidelines review removal officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Google Maps user contributed content policy fake engagement reviews report appeal reviews official Google ↗
Airbnb Reviews Policy removal review retaliatory irrelevant official Google ↗
Booking.com partner review removal policy guest review official Google ↗
Yelp content guidelines review removal official Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Maps user contributed content policy fake engagement reviews report appeal reviews official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Airbnb Reviews Policy removal review retaliatory irrelevant official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Booking.com partner review removal policy guest review official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Yelp content guidelines review removal official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |