Real ChatGPT answer · index seedPliBah6xxkUcompleteMarketing and advertising · local marketinglocal

Can you estimate the monthly budget required to maintain top-tier local citation consistency for a regional HVAC company with ten locations in Southeast Michigan?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you estimate the monthly budget required to maintain top-tier local citation consistency for a regional HVAC company with ten locations in Southeast Michigan?
2 real searches · 1 real-search pass
2026 local citation management pricing multi-location business citation cleanup monthly pricing 10 locationsGoogle ↗
OBSERVEDComparison
BrightLocal pricing citation builder active locations 2026 multi locationGoogle ↗
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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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 citation management pricing multi-location business citation cleanup monthly pricing 10 locations Google ↗
BrightLocal pricing citation builder active locations 2026 multi location Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 local citation management pricing multi-location business citation cleanup monthly pricing 10 locations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BrightLocal pricing citation builder active locations 2026 multi location
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1