Income Reality Check

What the passive-income gurus leave out.

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E-commerce & Dropshipping

$1k a day dropshipping: the ad-cost math Sharif Mohsin skips

Misleading — the headline number is real but unrepresentativ 2026-09-18 · 7 min read

Sharif Mohsin says AI dropshipping can hit $1k a day. We ran the Shopify fees, Facebook ad costs, and FTC review rules. Here's what the pitch leaves out.

AI dropshipping in 24 hours: what Sharif Mohsin's $147 win leaves out

Half-true — works only if you do the unspoken work 2026-08-22 · 7 min read

Sharif Mohsin says AI built a dropshipping store and turned $250 into profit in a day. Here's the math, the tools' real cost, and what he skips.

Costco returns flipping: the $10K in 10 days pallet pitch, checked

Half-true — works only if you do the unspoken work 2026-08-15 · 7 min read

A viral video buys Costco return pallets on B-Stock and flips them for $10K in 10 days. The economics are real — but here's the work they skip.

Accio Work review: can Alibaba's AI agents really run your whole business?

Half-true — works only if you do the unspoken work 2026-07-12 · 7 min read

Accio Work by Alibaba runs AI agents for sourcing and copy. Our review shows what the 'runs your whole business' pitch skips — and what it really takes.

Claude AI dropshipping: does $10K in 10 days survive the math?

Misleading — the headline number is real but unrepresentativ 2026-06-16 · 7 min read

THE ECOM KING says a Claude AI dropshipping store hit $10K in 10 days. We ran the numbers: it's gross revenue, not profit, and rarely repeatable.

Jordan Welch's 30-day Claude AI dropshipping pitch: the missing math

Misleading — the headline number is real but unrepresentativ 2026-05-23 · 7 min read

Jordan Welch's Claude AI dropshipping plan promises a 30-day one-person business. The ad math, Shopify fees, and FDA letter behind Medvi say otherwise.

Doba Pilot in 2026: AI builds your dropshipping store — and then what?

Half-true — works only if you do the unspoken work 2026-05-12 · 7 min read

Doba Pilot can build a full Shopify store from a single prompt. It can't bring in traffic, handle refunds, or make the margins work. Here's the reality.

Mark Tilbury's AI dropshipping week: $81 profit, not the $1,000 promise

Half-true — works only if you do the unspoken work 2026-05-05 · 7 min read

Mark Tilbury's AI dropshipping challenge ended with $81 profit in 7 days, far short of his $1,000 target. Here's what the FTC and Shopify data show.