Income Reality Check

What the passive-income gurus leave out.

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E-commerce & Dropshipping

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.