Real ChatGPT answer · index seedyyS4js3fVRAcompleteMarketing and advertising · AI search and generative engine optimizationinformational

Are there any free tools available that help small business owners figure out how they rank in generative AI search engines?

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 free tools available that help small business owners figure out how they rank in generative AI search engines?
2 real searches · 1 real-search pass
free generative engine optimization AI search visibility tracking tools free plan 2026Google ↗
OBSERVEDOther / navigational
free tools check brand visibility ChatGPT Perplexity Gemini AI search rankings small businessGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
free generative engine optimization AI search visibility tracking tools free plan 2026 Google ↗
free tools check brand visibility ChatGPT Perplexity Gemini AI search rankings small business Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free generative engine optimization AI search visibility tracking tools free plan 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
free tools check brand visibility ChatGPT Perplexity Gemini AI search rankings small business
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1