Pre-purchase verdicts
Legit or Trap — the shelf
The hustles your feed is selling this quarter, judged before money moves: what the pitch claims, what the evidence says, the tells to spot in any offer, and the honest alternative. Dated and sourced — verdicts age, so each one carries its check date.
Dropshipping 'passive store' courses
Verdict: Fog — a real store model wrapped in a false clock
The pitch: a store that sells while you sleep, built in a weekend, from products you never touch.…
AI-written book 'royalties'
Verdict: Fog — the royalties are real; the flood is the problem
The pitch: generate books with AI, upload them, collect royalties while doing nothing.…
Penny survey & reward apps
Verdict: Trap-leaning — real pennies, engineered fog
The pitch: get paid for surveys and games on your phone — screenshots show balances climbing.…
The '$X to $Y' course funnel
Verdict: Trap — the transformation screenshot is the product
The pitch: '$512 turned into $35,024' — a free webinar, then a checkout, commonly $1,997.…
Crypto 'passive income' and yield schemes
Verdict: Trap — the yield is the bait, the principal is the meal
The pitch: deposit crypto, earn daily yield, withdraw anytime — screenshots of balances compounding.…
MLM: the recruiting math nobody shows you
Verdict: Trap-leaning — legal product, brutal arithmetic
The pitch: sell products you love, build a small team, earn from everyone's sales.…
Print-on-demand 'no-inventory riches'
Verdict: Fog — a real print shop with a lottery attached
The pitch: upload designs, the platform prints and ships, you collect the margin — thousands of designs, passive income.…
Claim pattern: the bare revenue screenshot
Verdict: Pattern — a number with its costs amputated
The pattern: a Stripe or dashboard screenshot — '$12,483 this month' — offered as proof a hustle works.…
Claim pattern: free webinar, $1,997 checkout
Verdict: Pattern — the free thing is the funnel, not the gift
The pattern: a free training that ends at a four-figure checkout with a closing window.…
Claim pattern: 'certain income' language
Verdict: Pattern — the strongest words mark the weakest math
The pattern: 'certain', 'locked-in', 'can't-lose', 'set-and-forget' income — language that removes risk by adjective.…
Trading rooms & signal groups
Verdict: Trap-leaning — the subscription is the only steady income
The pitch: copy a pro's trades, follow the signals, earn daily from your phone.…
'Start an agency' courses (SMMA and cousins)
Verdict: Fog — agencies are real; the course math is inverted
The pitch: start a social-media agency from your bedroom, sign $2,000 clients, outsource everything.…
Shelf checked October 23, 2026. Already paid for one of these? That's a different problem — the GuruEscape shelf is being built for exactly that; this shelf stays pre-purchase.