Weight loss miracle spam — rapid loss claim or fraudulent supplement + buy-now/free-trial CTA
weight-loss-miracle-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
Body contains a miracle weight loss claim — quantified rapid loss ("lose 30 lbs in 30 days"), a zero-effort modifier ("no diet or exercise required", "burn fat while you sleep"), a named fraudulent supplement (garcinia cambogia, raspberry ketones, forskolin), or an impossible medical claim ("clinically proven to melt belly fat") — AND a commercial CTA: a buy/order/try + supplement/pill/bottle prompt, a free trial or "just pay shipping" subscription trap, an "as seen on TV/CNN/Dr. Oz" fake authority claim, or scarcity language tied to the product. Legitimate fitness and health publications discuss weight loss without pairing impossible rapid-loss promises with supplement purchase CTAs. The FTC has pursued thousands of enforcement actions against weight loss miracle claims.
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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