Real ChatGPT answer · index seedxeF75BtXhuccompleteMarketing and advertising · AI search and generative engine optimizationcommercial

can you recommend the best tools for tracking visibility in generative search engines for a small ecommerce store

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
can you recommend the best tools for tracking visibility in generative search engines for a small ecommerce store
5 real searches · 1 real-search pass
best AI search visibility tracking tools 2026 ecommerce small business pricing ChatGPT Perplexity Google AI OverviewsGoogle ↗
OBSERVEDComparison
Otterly AI pricing AI search monitoring features 2026Google ↗
OBSERVEDOther / navigational
Peec AI pricing AI visibility tracking features 2026Google ↗
OBSERVEDComparison
Profound AI search analytics pricing features 2026Google ↗
OBSERVEDOther / navigational
Semrush AI visibility toolkit pricing features 2026Google ↗
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 (5)
Short factOther / navigational60%Comparison40%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
best AI search visibility tracking tools 2026 ecommerce small business pricing ChatGPT Perplexity Google AI Overviews Google ↗
Otterly AI pricing AI search monitoring features 2026 Google ↗
Peec AI pricing AI visibility tracking features 2026 Google ↗
Profound AI search analytics pricing features 2026 Google ↗
Semrush AI visibility toolkit pricing features 2026 Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best AI search visibility tracking tools 2026 ecommerce small business pricing ChatGPT Perplexity Google AI Overviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Otterly AI pricing AI search monitoring features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Peec AI pricing AI visibility tracking features 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Profound AI search analytics pricing features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semrush AI visibility toolkit pricing features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1