What are the current local SEO ranking factors for Google Maps that my neighborhood bakery needs to focus on this year to beat out the new chain store?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current local SEO ranking factors for Google Maps that my neighborhood bakery needs to focus on this year to beat out the new chain store?
2 real searches · 1 real-search pass
Google Business Profile local ranking factors 2026 relevance distance prominence reviews photos categories official Google guidelinesGoogle ↗
OBSERVEDReason
2026 local SEO Google Maps ranking factors study Whitespark local search ranking factors 2026 bakery reviews categories linksGoogle ↗
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 (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 factors 2026 relevance distance prominence reviews photos categories official Google guidelines Google ↗
2026 local SEO Google Maps ranking factors study Whitespark local search ranking factors 2026 bakery reviews categories links Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Guidelines for representing your business on Google · support.google.com
- Understand how Google sources & uses info in Business Profiles & local search results · support.google.com
- Whitespark's Official 2026 Local Search Ranking Factors Report: Your ultimate guide to local SEO success in 2026! · whitespark.ca
- Whitespark's 2026 local ranking factors: what actually moved · seomadman.com
- Local SEO Index: Google Maps Ranking Factors 2026 · goodatmarketing.com
- Google Maps Ranking Factors 2026: Tests, Graded · reputemap.com
- Business Profile · business.google.com
- Understand your Business Profile performance & insights · 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 factors 2026 relevance distance prominence reviews photos categories official Google guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 local SEO Google Maps ranking factors study Whitespark local search ranking factors 2026 bakery reviews categories links OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |