Real ChatGPT answer · index seedw8dKDhCwAFkcompleteMarketing and advertising · local marketinginformational

Our local auto repair shop is completely invisible on Google Maps for mobile searches in our zip code today, what are the top three ranking factors I need to optimize right now

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our local auto repair shop is completely invisible on Google Maps for mobile searches in our zip code today, what are the top three ranking factors I need to optimize right now
2 real searches · 1 real-search pass
Google Business Profile local ranking factors relevance distance prominence official help 2026Google ↗
OBSERVEDOther / navigational
Google Maps local ranking factors auto repair business mobile visibility Google Business Profile optimization 2026Google ↗
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 / 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 Business Profile local ranking factors relevance distance prominence official help 2026 Google ↗
Google Maps local ranking factors auto repair business mobile visibility Google Business Profile optimization 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Business Profile local ranking factors relevance distance prominence official help 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Maps local ranking factors auto repair business mobile visibility Google Business Profile optimization 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1