How do I respond to a legitimate customer complaint on Google Maps to salvage our reputation on a zero dollar budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I respond to a legitimate customer complaint on Google Maps to salvage our reputation on a zero dollar budget
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
Google Business Profile respond to reviews official guidelines reply reviews business owner Google ↗
Google Maps review response best practices customer complaint reputation management 2026 Google ↗
- Tips to get more reviews · support.google.com
- Manage customer reviews · support.google.com
- Google's guide to responding to reviews · support.google.com
- managing customer reviews · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Business Profile respond to reviews official guidelines reply reviews business owner OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Maps review response best practices customer complaint reputation management 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |