Real ChatGPT answer · index seed7leESf89AQ0completeMarketing and advertising · SEOinformational

How much do online reviews and Google Business Profile optimization weigh among local SEO ranking factors for a family-owned landscaping company

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much do online reviews and Google Business Profile optimization weigh among local SEO ranking factors for a family-owned landscaping company
2 real searches · 1 real-search pass
2026 local search ranking factors Google Business Profile reviews prominence relevance Whitespark surveyGoogle ↗
OBSERVEDReason
Google Business Profile local ranking reviews quantity quality recency relevance official Google helpGoogle ↗
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
2026 local search ranking factors Google Business Profile reviews prominence relevance Whitespark survey Google ↗
Google Business Profile local ranking reviews quantity quality recency relevance official Google help Google ↗
  1. Tips to improve your local ranking on Google · support.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 local search ranking factors Google Business Profile reviews prominence relevance Whitespark survey
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Business Profile local ranking reviews quantity quality recency relevance official Google help
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1