Detect when LLMs recommend your competitors — continuous model scanning and alerts

Detect when LLMs recommend your competitors — continuous model scanning and alerts targets a $3.6B = 300,000 SaaS and product-led companies × $12K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY (estimated growth in AI-driven search & analytics demand; Gartner / industry trend observations).

Key trends driving demand: LLM-first discovery — buyers increasingly ask AI assistants for product recommendations, creating a new channel for discoverability.; API accessibility — public LLM APIs and cheaper inference make continuous multi-model scanning technically and commercially viable.; Shift from SEO to answer-engine optimization — web optimization now requires controlling how AI models cite and rank answers, not just organic pages.; Growing concern about model transparency — enterprises want audit trails and explainability for model-driven recommendations, creating demand for monitoring tools..