Riddance investigates how synthetic content moves across social media.
We deliver transparent, timely authenticity decisions so your team can react.
We identify topic spaces where AI-generated and automated content thrives. We monitor these harm areas around-the-clock to surface content that's synthetic, deceptive, and coordinated.
Explore examples →Our reporting contains rich provenance data and inauthenticity signatures. Our continuous reports are easily integrated into your existing analytics or moderation systems.
See how our process works →Whether run by a nation-state actor or a private entity, these campaigns use inauthentic accounts to seek a narrative outcome.
These inauthentic accounts break TOS guidelines and typically leverage harmful depictions for engagement and profit.
Networks of accounts that mass-repost and re-cut others' content to farm views and redirect attention.
Scammers and inauthentic brands use AI to trend on social media and drive users off-platform.
Human analysts and investigation agents fingerprint harm areas. They send the key accounts, phrases, and behaviors into our proprietary relational database, where knowledge can compound over time.
Analysts leverage deterministic and agentic expansion rounds, where even one account can surface a network of inauthentic behavior. We track entities through an embedded and analytical search process.
We deliver a structured report that includes our judgements with their corroborating coordination signals. We provide clients continuous updates on harm areas with interactive data and visualizations.
Our research and commentary appears in reporting from major newsrooms and independent outlets. If you're reporting on AI-generated or coordinated content, we would love to help.
We're creators, writers, and researchers with a passion for media literacy and transparent reporting.
We investigate how AI-generated and coordinated content moves across social platforms. We hand that intelligence to teams who can act on it.
We work with platforms, media organizations, large creators and talent, brand-exposed enterprises, and the security teams that serve them.
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