What are the biggest mistakes local businesses make when trying to rank against big national chains in local search results?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the biggest mistakes local businesses make when trying to rank against big national chains in local search results?
1 real search · 1 real-search pass
Google local search ranking factors relevance distance prominence Business Profile guidelines local SEO location pages 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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Google local search ranking factors relevance distance prominence Business Profile guidelines local SEO location pages reviews Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Google's Local Algorithm and Local Ranking Factors · brightlocal.com