Real ChatGPT answer · index seedfhnlt0ZTkkQcompleteMarketing and advertising · local marketingcommercial
What advanced Yelp review management strategies can a local restaurant use to incentivize positive user-generated content legally?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What advanced Yelp review management strategies can a local restaurant use to incentivize positive user-generated content legally?
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
Yelp official business guidelines asking for reviews incentives review solicitation policy 2026 Google ↗
FTC Consumer Reviews and Testimonials Rule incentives reviews sentiment disclosure official Google ↗
- The Consumer Reviews and Testimonials Rule: Questions and Answers · search.ftc.gov
- Soliciting and Paying for Online Reviews: A Guide for Marketers · search.ftc.gov
- Don't Ask for Reviews | Support Center · yelp-support.com
- Does Yelp recommend more positive or negative reviews? | Support Center · yelp-sales.my.site.com
- Do businesses that advertise on Yelp get special treatment by the recommendation software? | Support Center · yelp-support.com
- What should I do if a business pressures or pays me to change or remove my negative review? | Support Center · yelp-support.com
- 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 |
|---|---|---|---|---|---|---|---|
Yelp official business guidelines asking for reviews incentives review solicitation policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC Consumer Reviews and Testimonials Rule incentives reviews sentiment disclosure official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |