Real ChatGPT answer · index seedJCfoaONyVWgcompleteMarketing and advertising · local marketinginformational

Are there any newly discovered ranking factors influencing the Google Maps local pack that prioritize proximity over NAP citation consistency in competitive urban markets?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any newly discovered ranking factors influencing the Google Maps local pack that prioritize proximity over NAP citation consistency in competitive urban markets?
2 real searches · 1 real-search pass
Google Maps local pack ranking factors proximity NAP citations 2025 2026 local SEO study competitive urban marketsGoogle ↗
OBSERVEDReason
Google official local ranking relevance distance prominence business profile citations distance local search rankingGoogle ↗
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 Maps local pack ranking factors proximity NAP citations 2025 2026 local SEO study competitive urban markets Google ↗
Google official local ranking relevance distance prominence business profile citations distance local search ranking Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Maps local pack ranking factors proximity NAP citations 2025 2026 local SEO study competitive urban markets
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google official local ranking relevance distance prominence business profile citations distance local search ranking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1