The System
How it works.
Paid campaigns have a fingerprint. Same talking points, clustered timing, zero risk mention. We read it so you don't have to.
Paste any tweet
Drop a tweet URL or paste the raw text. Token shill, presale hype, project announcement, alpha call any CT post works.
Content gets pulled
ShillScan fetches the tweet content using a public API. No account needed, no tracking, nothing stored.
AI reads the patterns
The AI scans for shill fingerprints, FOMO language, urgency signals, vague unverifiable claims, zero risk framing, coordination markers.
Cross-referenced against known tactics
The analysis is matched against documented shill patterns from real CT campaigns, ZachXBT leaks, known pump structures, coordinated posting behaviour.
You get a shareable verdict
LIKELY SHILL, LIKELY ORGANIC, or INCONCLUSIVE, with a confidence score, red and green flags, and a card you can screenshot and reply with.
What we scan for.
These signals separate a coordinated campaign from someone posting their genuine view.
FOMO language
e.g. "don't sleep on this", "last chance"
Unverifiable claims
e.g. "next 100x", "huge partnership"
Rocket/fire emoji clusters
e.g. 🚀🔥💎 stacked repeatedly
"NFA" used ironically
e.g. after making a direct price prediction
Zero risk mention
e.g. all upside, zero downside anywhere
Time pressure
e.g. "this window closes tonight"
Specific technical critique
e.g. calls out tokenomics or code flaws
Mentions risks
e.g. acknowledges what could go wrong
Long-term holder view
e.g. not about this week's price
Balanced take
e.g. praises the project but notes concerns