AI Verdict
Confidence: MediumAEO market is growing rapidly with AI search adoption, but AEO Engine shows concerning negative growth and lacks transparency - build a more open, product-led alternative.
Financials
Buildability
AEO Engine
AEO Engine is a living network of AI agents that collaborate in perfect sync - researching, creating, optimizing, and amplifying your content every day. Each one plays a role in expanding your visibility, guided by a central orchestrator that learns and adapts with every result to deliver compounding growth across Google, ChatGPT, AI Overviews, Perplexity, and beyond.
AI agent network for AEO with $66.6K MRR but declining -3.6% monthly growth.
Proprietary AI agent orchestration system - network effects as more agents improve collective learning
- Mid-market B2B companies ($10M-$100M revenue) struggling with AI search visibility across Google, ChatGPT, and Perplexity
- Digital marketing agencies needing scalable content optimization for clients
- No self-service pricing
- Limited transparency in features
- Weak case studies/public results
- Transparent pricing tiers
- Focus on specific verticals (e.g., e-commerce)
- Open-source agent marketplace
- Real-time performance analytics
Medium - AI agent collaboration could create network effects but requires critical mass
- Market confusion with 'Aero-Engine' vs 'Answer Engine Optimization'
- Major platforms (Google, OpenAI) building similar features
- High customer acquisition costs in enterprise sales
- Technical complexity of maintaining multiple AI agent workflows
$150K-$300K for MVP with 3-person team over 6 months
- Multi-agent orchestration system
- Content research automation
- Performance tracking dashboard
- API integrations with search platforms
Skip: Advanced AI Overviews optimization, Perplexity-specific features, Multi-language support