Real ChatGPT answer · index seedyqN1MIN85EgcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

Are there any affordable software options for small business owners to monitor how often ChatGPT recommends their brand compared to competitors?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any affordable software options for small business owners to monitor how often ChatGPT recommends their brand compared to competitors?
2 real searches · 1 real-search pass
affordable AI visibility tracking tools ChatGPT brand mentions competitor tracking pricing small business 2026Google ↗
OBSERVEDOther / navigational
Peec AI pricing Chatbeat Otterly AI Profound AI visibility tracking pricing ChatGPTGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
affordable AI visibility tracking tools ChatGPT brand mentions competitor tracking pricing small business 2026 Google ↗
Peec AI pricing Chatbeat Otterly AI Profound AI visibility tracking pricing ChatGPT Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
affordable AI visibility tracking tools ChatGPT brand mentions competitor tracking pricing small business 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Peec AI pricing Chatbeat Otterly AI Profound AI visibility tracking pricing ChatGPT
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1