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ThreatPhishing & impersonation

Fake Duolingo Super / MasterClass / Udemy / Skillshare online learning subscription payment failed, course access suspended, or streak at risk phishing — fraudulent email impersonating Duolingo, MasterClass, Udemy, or Skillshare claiming the recipient's learning subscription payment has failed, their course access has been suspended, or their Duolingo streak is at risk — directing them to update billing, restore membership, or verify payment through a credential-harvesting portal; Duolingo 74M+ MAU with 20M+ Super subscribers ($6.99/month; streak mechanic creates unique anxiety — "your streak is at risk" is more emotionally urgent than standard access loss); MasterClass 10M+ subscribers ($180/year); Udemy 62M+ learners with 12M+ paid subscription users; Skillshare 12M+ members; online learning platforms offer course certificates as career credentials — "your completion certificates are at risk" amplifies attack urgency beyond simple access loss

fake-duolingo-masterclass-edtech-subscription-phish

What this tier means

High-confidence threat indicator — phishing, impersonation, BEC, or scam pattern. Strong contributor to the trash decision.

How Gorganizer detects this

Phishing emails impersonating Duolingo, MasterClass, Udemy, Skillshare, or Coursera claiming the recipient's online learning subscription payment has failed, their course access has been suspended, or their Duolingo streak is at risk — directing them to update billing, restore membership, or verify payment through a credential-harvesting portal. Key facts: (1) Duolingo's streak mechanic creates a uniquely powerful urgency vector absent from other subscription categories: Duolingo's 74M+ monthly active users (20M+ Super subscribers at $6.99/month) are conditioned to check their streak daily — some users maintain streaks of 500+ days representing significant personal investment; 'your Super subscription has lapsed and your streak protection is no longer active, your streak is at risk' creates emotional urgency disproportionate to the $6.99 monthly cost; unlike Netflix access, a broken Duolingo streak cannot be restored with a payment — users act immediately when streaks are threatened; (2) MasterClass creates financial urgency through its annual pricing model: at $180/year, MasterClass (10M+ subscribers) represents a significant upfront annual investment; users who paid $180 at the start of the year feel they need to protect that investment; 'your MasterClass annual membership has been suspended' carries the implication of losing a $180 purchase that cannot be refunded; celebrity instructor content (Martin Scorsese, Gordon Ramsay, Serena Williams) creates emotional attachment beyond generic streaming; (3) Udemy certificate anxiety: Udemy (62M+ learners, 12M+ paid subscription users) issues completion certificates that many users submit with job applications; 'your course completion certificates are no longer accessible' threatens career credentials beyond simple content access — the stakes extend past entertainment to professional outcomes; (4) Online learning platforms store detailed personal and career information including professional goals, skill assessments, employer information, resume uploads, and payment methods. Warning signs: sender domain not duolingo.com, masterclass.com, udemy.com, or skillshare.com; Duolingo streak protection notifications come only from duolingo.com; any billing issue should be resolved via the official app.

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 over 1,800 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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