Real ChatGPT answer · index seed1rP9XK9DN38completeMarketing and advertising · local marketingcommercial
What are the current best practices for incentivizing customers to leave authentic reviews on Google without triggering spam filters or violating guidelines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current best practices for incentivizing customers to leave authentic reviews on Google without triggering spam filters or violating guidelines?
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
Google Maps user contributed content policy fake engagement incentives reviews discounts free goods 2026 Google ↗
FTC rule consumer reviews testimonials incentives disclosure review suppression 2025 Google ↗
- Prohibited and restricted content · support.google.com
- Prohibited and restricted content · support.google.com
- Prohibited & restricted content · support.google.com
- The Consumer Reviews and Testimonials Rule: Questions and Answers · ftc.gov
- Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials · ftc.gov
Queries
2 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 incentives reviews discounts free goods 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC rule consumer reviews testimonials incentives disclosure review suppression 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |