Real ChatGPT answer · index seedECmIG1q1aWscompleteMarketing and advertising · local marketinginformational

what are the main local seo ranking factors i need to focus on this year as a complete beginner with no marketing budget

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
what are the main local seo ranking factors i need to focus on this year as a complete beginner with no marketing budget
2 real searches · 1 real-search pass
Google local search ranking factors 2026 relevance distance prominence official Google Business Profile guidelines local rankingGoogle ↗
OBSERVEDReason
2026 local SEO ranking factors survey Google Business Profile reviews citations website proximity WhitesparkGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%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 search ranking factors 2026 relevance distance prominence official Google Business Profile guidelines local ranking Google ↗
2026 local SEO ranking factors survey Google Business Profile reviews citations website proximity Whitespark Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google local search ranking factors 2026 relevance distance prominence official Google Business Profile guidelines local ranking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 local SEO ranking factors survey Google Business Profile reviews citations website proximity Whitespark
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1