Real ChatGPT answer · index seedV8TrqzjNnOscompleteMarketing and advertising · local marketingcomparison

What are the main trade-offs between using BrightLocal citation builder versus manual submission for a newly opened craft brewery in downtown Austin?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main trade-offs between using BrightLocal citation builder versus manual submission for a newly opened craft brewery in downtown Austin?
2 real searches · 1 real-search pass
BrightLocal Citation Builder pricing process directory submissions manual citation building 2026Google ↗
OBSERVEDInstruction
local SEO citations breweries Google Business Profile brewery directories Austin Texas tourism brewery listingsGoogle ↗
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%ComparisonConsequenceReasonDefinitionInstruction50%Yes / 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
BrightLocal Citation Builder pricing process directory submissions manual citation building 2026 Google ↗
local SEO citations breweries Google Business Profile brewery directories Austin Texas tourism brewery listings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BrightLocal Citation Builder pricing process directory submissions manual citation building 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
local SEO citations breweries Google Business Profile brewery directories Austin Texas tourism brewery listings
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1