What is the easiest troubleshooting process when your brand gets hit with a sudden wave of spam negative reviews overnight?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the easiest troubleshooting process when your brand gets hit with a sudden wave of spam negative reviews overnight?
3 real searches · 1 real-search pass
Google Maps user contributed content policy fake engagement reviews report review officialGoogle ↗
OBSERVEDOther / navigational
Yelp recommendation software suspicious review activity report reviews officialGoogle ↗
OBSERVEDReason
Trustpilot guidelines fake reviews report suspicious reviews business officialGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google Maps user contributed content policy fake engagement reviews report review official Google ↗
Yelp recommendation software suspicious review activity report reviews official Google ↗
Trustpilot guidelines fake reviews report suspicious reviews business official Google ↗
- Prohibited and restricted content · support.google.com
- How To Report Suspicious Online Reviews · consumer.ftc.gov
- New ways we’re protecting businesses on Maps · blog.google
Queries
3 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 review official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Yelp recommendation software suspicious review activity report reviews official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Trustpilot guidelines fake reviews report suspicious reviews business official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |