Real ChatGPT answer · index seeducB94CHCGtscompleteMarketing and advertising · SEOinformational

Running a small local contracting business means every dollar counts, so what are the absolute most important local SEO ranking factors I should optimize this weekend between my kids soccer games

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Running a small local contracting business means every dollar counts, so what are the absolute most important local SEO ranking factors I should optimize this weekend between my kids soccer games
2 real searches · 1 real-search pass
Google local ranking factors relevance distance prominence Business Profile official help local resultsGoogle ↗
OBSERVEDReason
Google Search Central local business structured data helpful content service area business Google Business Profile guidelinesGoogle ↗
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 Google ↗
Google Search Central local business structured data helpful content service area business Google Business Profile guidelines Google ↗
  1. Tips to improve your local ranking on Google · support.google.com
  2. Guidelines for representing your business on Google · support.google.com
  3. Guidelines for representing your business on Google · support.google.com
  4. Visit · yelp.com
  5. Visit · bbb.org
  6. Visit · facebook.com
  7. Visit · bingplaces.com
  8. LocalBusiness structured data · developers.google.com

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
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central local business structured data helpful content service area business Google Business Profile guidelines
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1