Real ChatGPT answer · index seeduRqDyjxGnH4completeMarketing and advertising · local marketingbrand

Why do local SEO ranking factors always seem to change right after I finish a class project on Google Maps optimization?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do local SEO ranking factors always seem to change right after I finish a class project on Google Maps optimization?
2 real searches · 1 real-search pass
Google local ranking factors relevance distance prominence Google Business Profile documentation 2026 updatesGoogle ↗
OBSERVEDReason
Google Business Profile local ranking tips reviews relevance distance prominence officialGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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 local ranking factors relevance distance prominence Google Business Profile documentation 2026 updates Google ↗
Google Business Profile local ranking tips reviews relevance distance prominence official Google ↗
  1. Google's Local Algorithm and Local Ranking Factors · brightlocal.com
  2. Tips to improve your local ranking on Google · support.google.com
  3. Google Business Profile Help · support.google.com
  4. Whitespark · whitespark.ca
  5. BrightLocal · brightlocal.com
  6. Search Engine Roundtable · seroundtable.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google local ranking factors relevance distance prominence Google Business Profile documentation 2026 updates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Business Profile local ranking tips reviews relevance distance prominence official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1