Real ChatGPT answer · index seed7rRhEJfDE7McompleteMarketing and advertising · local marketingcommercial

Can you compare the pricing and features of the top three citation building tools for local businesses operating on a very strict budget.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the pricing and features of the top three citation building tools for local businesses operating on a very strict budget.
3 real searches · 1 real-search pass
2026 pricing BrightLocal citation builder plans citation tracker official pricingGoogle ↗
OBSERVEDOther / navigational
2026 Whitespark citation building service pricing citation finder official pricingGoogle ↗
OBSERVEDComparison
2026 Semrush local listing management pricing officialGoogle ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
2026 pricing BrightLocal citation builder plans citation tracker official pricing Google ↗
2026 Whitespark citation building service pricing citation finder official pricing Google ↗
2026 Semrush local listing management pricing official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 pricing BrightLocal citation builder plans citation tracker official pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Whitespark citation building service pricing citation finder official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 Semrush local listing management pricing official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1