Real ChatGPT answer · index seedDzBQuAT1dUgcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What free methods can I use to test whether my brand is currently appearing inside ChatGPT responses for high-intent commercial keywords in our niche?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What free methods can I use to test whether my brand is currently appearing inside ChatGPT responses for high-intent commercial keywords in our niche?
3 real searches · 1 real-search pass
OpenAI ChatGPT search how answers cite sources official help centerGoogle ↗
OBSERVEDInstruction
free AI brand visibility tracking ChatGPT manual prompt testing methodology commercial keywordsGoogle ↗
OBSERVEDInstruction
Google Sheets track ChatGPT brand mentions visibility monitoring methodologyGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReasonDefinitionInstruction67%Yes / 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
OpenAI ChatGPT search how answers cite sources official help center Google ↗
free AI brand visibility tracking ChatGPT manual prompt testing methodology commercial keywords Google ↗
Google Sheets track ChatGPT brand mentions visibility monitoring methodology Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI ChatGPT search how answers cite sources official help center
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
free AI brand visibility tracking ChatGPT manual prompt testing methodology commercial keywords
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Google Sheets track ChatGPT brand mentions visibility monitoring methodology
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1