Real ChatGPT answer · index seedjjihB6JZZmgcompleteMarketing and advertising · local marketingbrand

What is the current consensus on BrightLocal versus Whitespark for auditing local service area businesses with over fifty physical locations across the Midwest?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current consensus on BrightLocal versus Whitespark for auditing local service area businesses with over fifty physical locations across the Midwest?
4 real searches · 1 real-search pass
BrightLocal Whitespark comparison multi-location local SEO 50 locations service area businesses features pricing 2026Google ↗
OBSERVEDComparison
BrightLocal vs Whitespark multi-location local SEO rank tracking listings management agency reviews 2026Google ↗
OBSERVEDReason
BrightLocal location management API bulk reporting local search grid rank tracker features officialGoogle ↗
OBSERVEDOther / navigational
Whitespark local rank tracker citation finder reputation builder multi-location features officialGoogle ↗
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 (4)
Short factOther / navigational50%Comparison25%ConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
BrightLocal Whitespark comparison multi-location local SEO 50 locations service area businesses features pricing 2026 Google ↗
BrightLocal vs Whitespark multi-location local SEO rank tracking listings management agency reviews 2026 Google ↗
BrightLocal location management API bulk reporting local search grid rank tracker features official Google ↗
Whitespark local rank tracker citation finder reputation builder multi-location features official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BrightLocal Whitespark comparison multi-location local SEO 50 locations service area businesses features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BrightLocal vs Whitespark multi-location local SEO rank tracking listings management agency reviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
BrightLocal location management API bulk reporting local search grid rank tracker features official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Whitespark local rank tracker citation finder reputation builder multi-location features official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1