What are the best practices for handling negative customer reviews on public platforms while maintaining local SEO authority in competitive markets?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for handling negative customer reviews on public platforms while maintaining local SEO authority in competitive markets?
3 real searches · 1 real-search pass
Google Business Profile local ranking relevance distance prominence respond to reviews official helpGoogle ↗
OBSERVEDReason
Google Maps user contributed content policy fake engagement review solicitation officialGoogle ↗
OBSERVEDOther / navigational
FTC consumer reviews testimonials rule fake reviews incentives 2024 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 Business Profile local ranking relevance distance prominence respond to reviews official help Google ↗
Google Maps user contributed content policy fake engagement review solicitation official Google ↗
FTC consumer reviews testimonials rule fake reviews incentives 2024 official Google ↗
- Manage your Google Business Profile · google.com
- Prohibited and restricted content · support.google.com
- The Consumer Reviews and Testimonials Rule: Questions and Answers · search.ftc.gov
- Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials · ftc.gov
- Tips to improve your local ranking on Google · support.google.com
- 89 FR 68034 - Trade Regulation Rule on the Use of Consumer Reviews and Testimonials - Content Details · govinfo.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Business Profile local ranking relevance distance prominence respond to reviews official help OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Maps user contributed content policy fake engagement review solicitation official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC consumer reviews testimonials rule fake reviews incentives 2024 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |