Real ChatGPT answer · index seedrZtyywqSUTQcompleteMarketing and advertising · local marketinginformational
How many reviews do I need on Yelp and Google to build enough trust for my home cleaning service in Atlanta?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many reviews do I need on Yelp and Google to build enough trust for my home cleaning service in Atlanta?
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 reviews local business consumer trust review count home services Yelp reviews 2025 Google ↗
Yelp review count consumer trust local service businesses home cleaning reviews strategy Google ↗
- LCRS 2026: Study Shows Reviews Matter More Than Ever · brightlocal.com
- Google Review Benchmarks by Industry (2026) · smarfle.com
- Understand review scores for local places & businesses · support.google.com
- How We Approach Reviews at Yelp | Support Center · yelp-support.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Business Profile reviews local business consumer trust review count home services Yelp reviews 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Yelp review count consumer trust local service businesses home cleaning reviews strategy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |