Are reviews considered a major local SEO ranking factor and how many positive reviews do I need to beat my local competitors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are reviews considered a major local SEO ranking factor and how many positive reviews do I need to beat my local competitors?
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 local ranking reviews quantity quality recency prominence official Google documentation Google ↗
local SEO reviews ranking factor review count star rating competitor benchmark how many reviews needed Google ↗
- Local SEO Ranking Factors: Data From 16,098 Google Business Profiles · localo.com
- Tips to improve your local ranking on Google · 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 local ranking reviews quantity quality recency prominence official Google documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
local SEO reviews ranking factor review count star rating competitor benchmark how many reviews needed OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |