Detect when LLM assistants cite your content and surface AI-driven referrals

Detect when LLM assistants cite your content and surface AI-driven referrals targets a $4.8B = 2,000,000 businesses × $2,400 ACV for SEO/monitoring and analytics spend (annualized) total addressable market with medium saturation and a year-over-year growth rate of 18% YoY growth (market for digital analytics and AI-driven marketing intelligence, based on combined SEO/marketing analytics and AI tooling adoption reports).

Key trends driving demand: AI assistants are increasingly used for web discovery and summarization, which creates a new referral channel for content publishers and brands.; Marketers demand attribution for new acquisition channels, and vendors that expose dependable signals convert that into budget justification.; SEO tooling is shifting from pure keyword tracking to outcome-based signals (CTR, snippet ownership, AI citations), creating demand for new metrics.; APIs and structured outputs from major LLM providers are becoming more available, making large-scale citation harvesting technically feasible..