Real ChatGPT answer · index seedumPWM8kyyd4completeMarketing and advertising · local marketingcommercial
What do marketers recommend for responding to a customer who posted bad reviews on both Yelp and Google on the same day
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do marketers recommend for responding to a customer who posted bad reviews on both Yelp and Google on the same day
3 real searches · 1 real-search pass
best practices responding to negative customer reviews Google Yelp business owner response guidelines 2025 2026Google ↗
OBSERVEDReason
Yelp business owner tips responding to reviews negative review public response officialGoogle ↗
OBSERVEDReason
Google Business Profile tips reply to reviews official negative reviewsGoogle ↗
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
best practices responding to negative customer reviews Google Yelp business owner response guidelines 2025 2026 Google ↗
Yelp business owner tips responding to reviews negative review public response official Google ↗
Google Business Profile tips reply to reviews official negative reviews Google ↗
- How do we moderate content at Yelp? | Support Center · yelp-support.com
- Policies · docs.developer.yelp.com
- Tips to get more reviews · support.google.com
- What should I do if a business pressures or pays me to change or remove my negative review? | Support Center · yelp-support.com
- How do we moderate content at Yelp? | Support Center · yelp-support.com
- Will Yelp remove a false or defamatory review? | Support Center · yelp-sales.my.site.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best practices responding to negative customer reviews Google Yelp business owner response guidelines 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Yelp business owner tips responding to reviews negative review public response official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Business Profile tips reply to reviews official negative reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |