Independent Platform Research

Comment
ecosystems
don't lie.

Bot networks coordinate through coordinated comment activity — flooding videos with duplicate text, template phrases, and brand-new throwaway accounts. We surface those patterns using only public data. Every signal visible. Every result auditable.