Detect first signs of LLM-generated text and export audit logs

Detect first signs of LLM-generated text and export audit logs targets a $3.6B = 1.2M organizations producing regular content × $3K ACV annual detection/compliance budget total addressable market with medium saturation and a year-over-year growth rate of 30% YoY estimated growth in AI content detection and provenance tooling (industry analyst estimates and acceleration from AI adoption).

Key trends driving demand: Trend — Proliferation of LLM content across web, social, and enterprise channels drives demand for detection and provenance tools.; Trend — Regulatory and institutional scrutiny around AI attribution is increasing, creating compliance-driven purchase drivers.; Trend — Improvements in model interpretability and smaller specialized detectors enable more explainable and lower-cost detection.; Trend — Enterprise buyers prefer integrations and audit trails over single-score detectors to satisfy internal governance..