Reduce cross-community spam with coordinated bot detection and reporting

Reduce cross-community spam with coordinated bot detection and reporting targets a $2.7B = 900K communities × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — community moderation and SaaS tooling growth driven by platform proliferation and increasing moderation budgets (industry analyst synthesis).

Key trends driving demand: Cross-platform moderation demand is rising as botnets operate across multiple communities — this creates demand for shared-signal detection.; AI and graph analytics improvements enable faster identification of coordinated behavior — this reduces time-to-detection compared with manual workflows.; Platforms are opening or formalizing moderation APIs and webhook integrations, which makes third-party tooling easier to build and more reliable.; Volunteer moderation is burning out and teams are looking to outsource or automate repetitive moderation tasks, increasing willingness to pay for effective automation..