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Synthetic sample
PATAS Sample Report
This sample shows the shape of a commercial-spam pattern audit. It uses synthetic examples and is not a client case study.
3,000
recent messages
420
suspected spam
6
top clusters
2
safe candidates
Executive summary
- Commercial spam appears in repeated templates rather than fully unique messages.
- The strongest synthetic clusters are fake remote jobs, crypto/airdrop scams, casino promos, adult/private-channel promos, and account-security prompts.
- The safest automation candidates are narrow URL/domain or phrase-plus-intent combinations.
- Several patterns should stay in review because they overlap with legitimate marketplace or community language.
Top pattern clusters
| Cluster | Count | Example motif | Bucket |
|---|---|---|---|
| Fake remote job / daily payout | 84 | 2 hours/day, salary paid daily, USDT | safe candidate |
| Crypto pump / airdrop | 71 | 1000x, presale, listing alert | safe candidate |
| Casino bonus | 63 | free spins, bonus on first deposit | safe candidate |
| Adult/private channel | 49 | private channel, free today, external messenger link | review only |
| Account/security scare | 42 | account suspended, verify identity | review only |
| Marketplace off-platform contact | 38 | contact manager, messenger handle, outside payment | review only |
Candidate rule example
{
"id": "patas_fake_job_daily_payout_v1",
"bucket": "safe_candidate_shadow_first",
"match": {
"all": [
{ "phrase_any": ["part-time job", "remote work"] },
{ "phrase_any": ["USDT", "daily payout", "contact manager"] }
]
},
"recommended_action": "shadow_then_review"
}Do not automate yet
- Generic words such as bonus, job, crypto, support, verify, or link without context.
- Adult or relationship language without commercial or off-platform indicators.
- Marketplace contact language unless the platform policy treats off-platform contact as abuse.
- Messages where the only signal is a new sender.
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