Real ChatGPT answer · index seedFrTexdSDnagcompleteMarketing and advertising · local marketingcomparison

Evaluate Google Business Profile setup workflows versus specialized agency platforms when optimizing thirty service area listings in competitive home services verticals.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Google Business Profile setup workflows versus specialized agency platforms when optimizing thirty service area listings in competitive home services verticals.
3 real searches · 1 real-search pass
Google Business Profile guidelines service area businesses multiple locations virtual offices address eligibility 2026Google ↗
OBSERVEDOther / navigational
Google Business Profile management agency platform comparison 30 locations BrightLocal Whitespark Yext Birdeye LocalClarity features pricingGoogle ↗
OBSERVEDComparison
Google Business Profile API location management reviews performance APIs limitations 2026Google ↗
OBSERVEDReason

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
Google Business Profile guidelines service area businesses multiple locations virtual offices address eligibility 2026 Google ↗
Google Business Profile management agency platform comparison 30 locations BrightLocal Whitespark Yext Birdeye LocalClarity features pricing Google ↗
Google Business Profile API location management reviews performance APIs limitations 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Business Profile guidelines service area businesses multiple locations virtual offices address eligibility 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Business Profile management agency platform comparison 30 locations BrightLocal Whitespark Yext Birdeye LocalClarity features pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Business Profile API location management reviews performance APIs limitations 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1