Real ChatGPT answer · index seedEARncE7AkyIcompleteMarketing and advertising · SEOcommercial

I am retired and helping my granddaughter run her small local bakery website. What are the most important local SEO ranking factors we should focus on this year to get more neighborhood customers?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am retired and helping my granddaughter run her small local bakery website. What are the most important local SEO ranking factors we should focus on this year to get more neighborhood customers?
2 real searches · 1 real-search pass
Google local ranking factors relevance distance prominence Business Profile official help local results 2026Google ↗
OBSERVEDReason
Google Search Central local business structured data SEO helpful content reviews business profile official guidanceGoogle ↗
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 Business Profile official help local results 2026 Google ↗
Google Search Central local business structured data SEO helpful content reviews business profile official guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google local ranking factors relevance distance prominence Business Profile official help local results 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central local business structured data SEO helpful content reviews business profile official guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1