Real ChatGPT answer · index seedUyqmrCAEXn8completeMarketing and advertising · AI search and generative engine optimizationcommercial
Looking for a detailed comparison of the best AI answer engine optimization platforms that fit into a standard marketing software stack without breaking the bank.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a detailed comparison of the best AI answer engine optimization platforms that fit into a standard marketing software stack without breaking the bank.
3 real searches · 1 real-search pass
AI answer engine optimization platform pricing features 2026 Semrush Ahrefs Profound Peec Otterly ScrunchGoogle ↗
OBSERVEDOther / navigational
2026 best answer engine optimization AEO platforms pricing integrations Semrush Ahrefs Profound Peec AI Otterly AI Scrunch AIGoogle ↗
OBSERVEDComparison
AEO GEO platform pricing 2026 AI visibility tracking marketing stack integrationsGoogle ↗
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)
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
AI answer engine optimization platform pricing features 2026 Semrush Ahrefs Profound Peec Otterly Scrunch Google ↗
2026 best answer engine optimization AEO platforms pricing integrations Semrush Ahrefs Profound Peec AI Otterly AI Scrunch AI Google ↗
AEO GEO platform pricing 2026 AI visibility tracking marketing stack integrations Google ↗
- Best AEO tools in 2026: prices checked, limits stated, written by a competitor · citelity.com
- Generative engine optimization tools: real costs · toolbistro.com
- SEO & AI Search Plans and Pricing · semrush.com
- 11 best answer engine optimization tools for content strategists · blog.hubspot.com
- Profound vs HubSpot AEO vs Scrunch vs OtterlyAI vs Peec vs AthenaHQ vs Ahrefs Brand Radar vs Rankscale vs Rankshift vs SE Visible and Semrush AI Toolkit · datadab.com
- Official website and pricing · otterly.ai
- Official HubSpot website · hubspot.com
- Official website and pricing · peec.ai
- Official website · rankscale.ai
- Official Brand Radar · ahrefs.com
- Official website · tryprofound.com
- Official website · scrunch.com
- HubSpot AEO | See How Your Brand Shows Up in AI Search · hubspot.com
- Set up and analyze AEO · knowledge.hubspot.com
- AEO in Marketing Hub · hubspot.com
- Do you provide an API for OtterlyAI? · help.otterly.ai
- API · rankscale.ai
- Pricing · rankscale.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI answer engine optimization platform pricing features 2026 Semrush Ahrefs Profound Peec Otterly Scrunch OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 best answer engine optimization AEO platforms pricing integrations Semrush Ahrefs Profound Peec AI Otterly AI Scrunch AI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AEO GEO platform pricing 2026 AI visibility tracking marketing stack integrations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |