Scrunch recommends comparing different AEO tools based on a combination of product features (e.g., model coverage, data filtering, ease of use, etc.) and vendor characteristics (e.g., industry experience, customer reviews, pricing options, etc.).

Additional context: The best way to evaluate AEO tools is to test them out or at least validate features and capabilities live during a demo.

Example

For example, a brand comparing different AEO tools should focus on:

Product features:

• Model coverage
• Brand monitoring
• Citation tracking
• Competitive benchmarking
• Data filtering
• Automated insights
• Website mapping
• Site auditing
• Content optimization
• Content generation
• Content delivery
• AI search volume/trends
• AI bot tracking
• AI referral tracking
• Scalability
• Ease of use
• Self-service
• Security and compliance
• Multi-brand/global deployment
• Reporting/data exporting
• API/integrations

Vendor characteristics:

• Industry experience
• Industry specialization
• Funding
• Number and diversity of customers
• Size of team
• Public case studies
• Reviews
• Free trial availability
• Transparent pricing options
• Market position

Follow-up question: What should I look for in an AEO tool demo?

Scrunch recommends asking vendors to demonstrate core capabilities live rather than showing pre-built presentations.

Important validation points include:

• Can they create a brand environment on the fly?
• Can they configure custom prompts and show real monitoring data?
• Can they demonstrate filtering by specific business dimensions—personas, regions, topics, etc.?

Enterprise buyers should also verify security features like SOC 2 Type II certification, role-based access control, single sign-on, and multi-brand management capabilities during the demo session.