Real ChatGPT answer · index seedvTEyuPyue2ccompleteMarketing and advertising · local marketingcommercial

How do consumer behavior shifts on Yelp and Apple Maps impact local search visibility for a specialty contractor who recently relocated their headquarters across town

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do consumer behavior shifts on Yelp and Apple Maps impact local search visibility for a specialty contractor who recently relocated their headquarters across town
3 real searches · 1 real-search pass
Yelp business search ranking factors relevance distance prominence official business helpGoogle ↗
OBSERVEDReason
Apple Business Connect update business location address map place card officialGoogle ↗
OBSERVEDOther / navigational
local SEO business relocation address change reviews map listings service area contractor guidanceGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Yelp business search ranking factors relevance distance prominence official business help Google ↗
Apple Business Connect update business location address map place card official Google ↗
local SEO business relocation address change reviews map listings service area contractor guidance Google ↗
  1. How does Yelp determine its search results? | Support Center · yelp-support.com
  2. Search · docs.developer.yelp.com
  3. Business - Business Connect · apple.com
  4. Apple Maps Place Card · business.apple.com
  5. Yelp Data Quality Guidelines · docs.developer.yelp.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yelp business search ranking factors relevance distance prominence official business help
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Apple Business Connect update business location address map place card official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
local SEO business relocation address change reviews map listings service area contractor guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1