Detect and block cross-community bots for cleaner forums

Detect and block cross-community bots for cleaner forums targets a $2.4B = 2M communities × $1.2K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY (industry estimates for trust & safety and community moderation tools; market reports show rising spend as platforms invest in moderation).

Key trends driving demand: Moderator burnout is rising — volunteer and small paid moderation teams are actively looking for automation to reduce manual work, creating demand for accurate tools.; Cross-platform coordination by malicious actors is increasing — this makes per-community rules less effective and raises need for cross-community detection.; Managed ML and graph analytics have become affordable — enabling small vendors to surface coordinated account behaviors without large R&D budgets.; Platforms are under public and regulatory scrutiny for content moderation — increasing willingness to partner with third-party safety tooling..