Fake weight-loss miracle supplement spam
fake-weight-loss-miracle-supplement-spam
What this tier means
High-confidence threat indicator — phishing, impersonation, BEC, or scam pattern. Strong contributor to the trash decision.
How Gorganizer detects this
Email promoting a dietary supplement, pill, or "secret method" promising rapid, effortless weight loss — e.g., "lose 30 lbs in 30 days," keto formulas, garcinia cambogia, fake Ozempic alternatives — using classic miracle-cure language, fake celebrity endorsements, scarcity pressure ("limited supply"), and free-trial traps that conceal recurring billing. FTC 2024: weight loss fraud is the #1 health fraud complaint category by volume, with dietary supplement deception costing US consumers hundreds of millions annually.
False-positive guard
Every signal in Gorganizer feeds a multi-module score — never a sole verdict. This is a threat-tier signal — it adds a strong contribution to the trash score. The full pipeline still requires convergence across multiple modules + a margin over the safety floor before deletion happens, and Gmail's trash (30-day recovery) is always used — never permanent delete.
About the scoring engine
Gorganizer's scoring engine emits 2,143+ signals across six modules — headers, sender, subject, body, attachments, and structural metadata. Every email is scored by every module independently; the final verdict requires multiple modules to agree and the trash score to beat the safety floor by a margin.
Sacred safety guards — never delete starred emails, replies, calendar invites, receipts/invoices, or attachments — apply unconditionally regardless of any signal.
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