Are there any standard best practices or free tools available for handling and responding to negative brand reviews without making things worse
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any standard best practices or free tools available for handling and responding to negative brand reviews without making things worse
2 real searches · 1 real-search pass
official guidance responding to customer reviews Google Business Profile review management tips Yelp business response best practices FTC fake reviews ruleGoogle ↗
OBSERVEDReason
free online reputation monitoring tools Google Alerts Talkwalker Alerts Mention free plan 2026Google ↗
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 (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
official guidance responding to customer reviews Google Business Profile review management tips Yelp business response best practices FTC fake reviews rule Google ↗
free online reputation monitoring tools Google Alerts Talkwalker Alerts Mention free plan 2026 Google ↗
- Tips to get more reviews · support.google.com
- How do we moderate content at Yelp? | Support Center · yelp-support.com
- The Consumer Reviews and Testimonials Rule: Questions and Answers · ftc.gov
- Soliciting and Paying for Online Reviews: A Guide for Marketers · ftc.gov
- Google Alerts · google.com
- Talkwalker Alerts · talkwalker.com
- F5Bot · f5bot.com
- Google Business Profile · business.google.com
- Canva · canva.com
- Google Sheets · sheets.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official guidance responding to customer reviews Google Business Profile review management tips Yelp business response best practices FTC fake reviews rule OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
free online reputation monitoring tools Google Alerts Talkwalker Alerts Mention free plan 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |