Accounts promoting 3+ flagged tokens

Promoters connected to multiple deployers

Tokens promoted by overlapping shill sets

Different accounts with matching fingerprints

Clusters in 2+ launches — same operator

Clusters ranked by member wallet count

Risk score ≥80 — confirmed manipulation infra

100% pattern match — textbook rug playbook

Tokens scoring ≥80 in last 24 hours

Ground truth for detection accuracy

All deployers, shills, clusters — complete picture