Real ChatGPT answer · index seedJlUYAUDw2sscompleteMarketing and advertising · AI search and generative engine optimizationinformational
Can you list the top three AI SEO tools that actually provide reliable generative engine ranking data without requiring a degree in data science?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the top three AI SEO tools that actually provide reliable generative engine ranking data without requiring a degree in data science?
4 real searches · 1 real-search pass
best AI search visibility tracking tools generative engine optimization rankings data Profound Peec AI Otterly 2026 comparisonsGoogle ↗
OBSERVEDComparison
Profound AI visibility analytics methodology prompt tracking citations share of voice pricingGoogle ↗
OBSERVEDReason
Peec AI generative engine tracking platforms features sources citations pricingGoogle ↗
OBSERVEDOther / navigational
Otterly AI search visibility tracking supported AI engines methodology pricingGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best AI search visibility tracking tools generative engine optimization rankings data Profound Peec AI Otterly 2026 comparisons Google ↗
Profound AI visibility analytics methodology prompt tracking citations share of voice pricing Google ↗
Peec AI generative engine tracking platforms features sources citations pricing Google ↗
Otterly AI search visibility tracking supported AI engines methodology pricing Google ↗
- Visit Peec AI · peec.ai
- Peec AI · peec.ai
- Best AI visibility tools in 2026: AI rank tracker buyer's guide · rank.ai
- Best AI search monitoring tools for 2026 · technologyadvice.com
- Visit Otterly.AI · otterly.ai
- Best AI search monitoring tools · trylectern.com
- Visit Profound · tryprofound.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best AI search visibility tracking tools generative engine optimization rankings data Profound Peec AI Otterly 2026 comparisons OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Profound AI visibility analytics methodology prompt tracking citations share of voice pricing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Peec AI generative engine tracking platforms features sources citations pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Otterly AI search visibility tracking supported AI engines methodology pricing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |