What are the most important local SEO ranking factors for optimizing a new coffee shop in downtown Los Angeles this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most important local SEO ranking factors for optimizing a new coffee shop in downtown Los Angeles this year?
3 real searches · 1 real-search pass
Google local ranking factors 2026 relevance distance prominence Business Profile guidelines local SEOGoogle ↗
OBSERVEDReason
Google Business Profile guidelines represent your business reviews photos categories local ranking officialGoogle ↗
OBSERVEDOther / navigational
local SEO coffee shop downtown Los Angeles neighborhood keywords competition 2026Google ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google local ranking factors 2026 relevance distance prominence Business Profile guidelines local SEO Google ↗
Google Business Profile guidelines represent your business reviews photos categories local ranking official Google ↗
local SEO coffee shop downtown Los Angeles neighborhood keywords competition 2026 Google ↗
- Google's Local Algorithm and Local Ranking Factors · brightlocal.com
- Google Business Profile Ranking Factors 2026 (With Data) · vecturadigital.com
- Tips to improve your local ranking on Google · support.google.com
- Guidelines for representing your business on Google · support.google.com
- Local SEO Ranking Factors: What Actually Works in 2026 · replyonthefly.com
- Local SEO Index: Google Maps Ranking Factors 2026 · goodatmarketing.com
- SEO and structured data documentation · developers.google.com
- Local SEO tools and reporting · brightlocal.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google local ranking factors 2026 relevance distance prominence Business Profile guidelines local SEO OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Business Profile guidelines represent your business reviews photos categories local ranking official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
local SEO coffee shop downtown Los Angeles neighborhood keywords competition 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |