Real ChatGPT answer · index seed4gv77Yxc7xQcompleteMarketing and advertising · local marketingcommercial
How do local contractors successfully handle Yelp review filtering when legitimate customer reviews keep getting hidden
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do local contractors successfully handle Yelp review filtering when legitimate customer reviews keep getting hidden
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
Yelp official review recommendation software why reviews are not recommended business owners filtered reviews contractor best practices Google ↗
Yelp official guidelines ask customers for reviews review solicitation business owners Google ↗
- Don't Ask for Reviews | Support Center · yelp-support.com
- Does Yelp recommend more positive or negative reviews? | Support Center · yelp-support.com
- What is Yelp's recommendation software? | Support Center · yelp-sales.my.site.com
- Why would a review not be recommended? | Support Center · yelp-sales.my.site.com
- How We Approach Reviews at Yelp | Support Center · yelp-support.com
- Yelp - Yelp Releases 2025 Trust & Safety Report · yelp-press.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Yelp official review recommendation software why reviews are not recommended business owners filtered reviews contractor best practices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Yelp official guidelines ask customers for reviews review solicitation business owners OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |