Scrunch vs HubSpot AEO Grader vs Profound vs Semrush AI Toolkit vs OtterlyAI
Scrunch, HubSpot AEO Grader, Profound, Semrush AI Toolkit, and OtterlyAI all measure how AI answer engines mention and cite your brand. They come at it from different angles: some are dedicated AI visibility trackers, others are established SEO suites that added AI search monitoring. Every one of them is closed-source and hosted, so you cannot audit how its scores are built. Elmo tracks the same engines as an open-source tool you run yourself, so it belongs in this comparison as the transparent, self-hostable option.
Scrunch
Agent Experience Platform (AXP) for AI content optimization
Visit scrunch.comHubSpot AEO Grader
Free AI search grader from HubSpot's marketing suite
Visit hubspot.comProfound
G2 AEO Leader with prompt volumes and Agent Analytics
Visit tryprofound.comSemrush AI Toolkit
Established SEO platform expanding into AI visibility tracking
Visit semrush.comOtterlyAI
Gartner Cool Vendor 2025 with GEO Audit (25+ factors)
Visit otterly.aiElmo
Open-source AEO platform. Self-host for free and track AI visibility across every major answer engine with full transparency.
Scrunch vs HubSpot AEO Grader vs Profound vs Semrush AI Toolkit vs OtterlyAI vs Elmo
| Feature | Scrunch | HubSpot AEO Grader | Profound | Semrush AI Toolkit | OtterlyAI | Elmo |
|---|---|---|---|---|---|---|
| Core Tracking | ||||||
| Multi-LLM Tracking | ||||||
| AI Visibility Score | ||||||
| Citation Analytics | ||||||
| Competitor Benchmarking | ||||||
| Brand Mention Tracking | ||||||
| Platform | ||||||
| White-Label / Agency | ||||||
| Open Source | ||||||
| Content Generation | ||||||
| Advanced Analytics | ||||||
| Prompt Volume Estimates | ||||||
| Sentiment Analysis | ||||||
| AI Crawler Analytics | ||||||
| Geographic Tracking | ||||||
| Social Media Tracking | ||||||
| Shopping Tracking | ||||||
| Multi-Language | ||||||
| Actionable Insights | ||||||
| Action Recommendations | ||||||
| Content Gap Analysis | ||||||
| AI Site Audits | ||||||
| AI Keyword Research | ||||||
| Reporting & Integration | ||||||
| Email Alerts | ||||||
| Data Export / API | ||||||
| BI Connectors | ||||||
/ FAQ
Frequently Asked Questions
- Which is the best tool for AI visibility among Scrunch, HubSpot AEO Grader, Profound, Semrush AI Toolkit, and OtterlyAI?
- There is no single best pick; it depends on the answer engines you track, your budget, and whether you want a dedicated tracker or an add-on to an SEO suite. All of them are closed and hosted, so it is worth also trying Elmo, an open-source alternative you can self-host for free and audit before you commit.
- Which of these AI visibility tools is free or open source?
- Among Scrunch, HubSpot AEO Grader, Profound, Semrush AI Toolkit, and OtterlyAI, HubSpot AEO Grader offer a free option, though free tiers are usually limited in the engines or history they cover. For a fully free, open-source option, Elmo is self-hostable at no license cost and every metric is auditable in the code.
- How do Scrunch, HubSpot AEO Grader, Profound, Semrush AI Toolkit, and OtterlyAI differ?
- They differ mainly in focus and delivery: dedicated AI visibility trackers versus SEO suites that bolted on AI search monitoring, plus which answer engines, languages, and analytics each one covers. The feature table on this page compares them side by side, with Elmo, the open-source option, included as a reference point.
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