Real ChatGPT answer · index seedpYTwFiexXtocompleteMarketing and advertising · local marketinginformational
How should a local dentist respond to a sudden influx of one star reviews without paying thousands for a reputation management consultant?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should a local dentist respond to a sudden influx of one star reviews without paying thousands for a reputation management consultant?
1 real search · 1 real-search pass
Google Maps user contributed content policy fake engagement review manipulation business review removal official; HHS HIPAA responding to online reviews dental practice; FTC consumer reviews testimonials rule businesses incentives reviews 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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Google Maps user contributed content policy fake engagement review manipulation business review removal official; HHS HIPAA responding to online reviews dental practice; FTC consumer reviews testimonials rule businesses incentives reviews official Google ↗
- Google Business Profile – Report inappropriate reviews · support.google.com
- Prohibited and restricted content · support.google.com
- Soliciting and Paying for Online Reviews: A Guide for Marketers · ftc.gov
- Yelp · yelp.com
- Healthgrades · healthgrades.com
- Facebook · facebook.com
- Better Business Bureau · bbb.org
- ADA: Protect Your Practice's Reputation · ada.org
- The Consumer Reviews and Testimonials Rule: Questions and Answers · ftc.gov
Queries
1 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 review manipulation business review removal official; HHS HIPAA responding to online reviews dental practice; FTC consumer reviews testimonials rule businesses incentives reviews official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |