Real ChatGPT answer · index seedbvDmfHZhcxocompleteMarketing and advertising · local marketingcomparison

My wife and I are comparing BrightLocal citation builder against localdirectories.com to see which one gets our family plumbing service noticed faster by local homeowners

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My wife and I are comparing BrightLocal citation builder against localdirectories.com to see which one gets our family plumbing service noticed faster by local homeowners
2 real searches · 1 real-search pass
BrightLocal Citation Builder official features pricing LocalDirectories.com citation building service reviews 2026Google ↗
OBSERVEDReason
BrightLocal Citation Builder vs LocalDirectories.com pricing features citation distribution local SEO comparison 2026Google ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
BrightLocal Citation Builder official features pricing LocalDirectories.com citation building service reviews 2026 Google ↗
BrightLocal Citation Builder vs LocalDirectories.com pricing features citation distribution local SEO comparison 2026 Google ↗
  1. Local Citation Building Service · brightlocal.com
  2. What is Citation Builder? · help.brightlocal.com
  3. Visit LocalDirectories.com · localdirectories.com
  4. BrightLocal Pricing, Plans and Local SEO Packages · brightlocal.com
  5. Tips to improve your local ranking on Google · support.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BrightLocal Citation Builder official features pricing LocalDirectories.com citation building service reviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
BrightLocal Citation Builder vs LocalDirectories.com pricing features citation distribution local SEO comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1