Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
active development — services may be restarted or go down without notice and data is regenerated frequently. Do not rely on any data or service here. Nothing on this site is legal, financial, or investment advice.

Securities Anomalies

Full Corpus Statistics 1,343
SEC/DOJ Heuristics

1,343 documents, 3 sources, 432.7MB, 1997–2026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

All 9,614 insider-trading 2,591 unregistered-securities 1,828 pump-and-dump 1,004 ponzi 759 market-manipulation 675 accounting-fraud 582 financial-fraud 498 investment-adviser-fraud 348 non-corporate 260 broker-dealer-fraud 249 pre-ipo-fraud 168 boiler-room 167 corporate-fraud 139 crypto-securities 110 affinity-fraud 52 health-care-fraud 49 fcpa 33 obstruction 30 public-corruption 27 advance-fee 25 cyber-fraud 17 racketeering 3
Selected scheme types: ponzi, broker-dealer-fraud, pre-ipo-fraud, boiler-room contains 1,343 documents clear
SEC 1,227 docs
SEC Litigation Releases / complaint 275 | 2004–2026 | 244.5MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 20.9MB
SEC Litigation Releases / litigation release 675 | 1998–2026 | 43.3MB
SEC Press Releases / complaint 87 | 2010–2025 | 102.1MB
SEC Press Releases / press release 167 | 1997–2025 | 7.6MB
DOJ 116 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 114 | 2013–2026 | 13.4MB
build b23a6a8 · corpus snapshot pinned to this build