Every AI side hustle video shows the same three things: a tool, a price, and a monthly figure. None of them show the part that actually decides whether you get paid — where the buyer comes from.

This is a 25-page audit of the five models everyone is selling, run against public data instead of screenshots.

Inside:

• Of 146,271 products analysed in 2026, 44% earned exactly $0. Median creator income is $72 a month. The top 1% take 99.5% of all revenue — and why the “average” you get shown is a meaningless number in a market shaped like that.

• All five models audited separately — AI UGC, websites for local business, short-form clipping, voice agents, digital products — each with its real economics and a blunt verdict.

• Why AI voice agents quietly lose money on their best clients.

• The four ways to build trust when you have no audience, no contacts and no track record — and what each one costs you.

• Honest ceiling maths: what months one through nine actually look like when the plan works.

• A 14-day test, so you find out in two weeks instead of six months.

No income screenshots. No testimonials. No story about replacing a salary in 90 days. Every figure is sourced in an appendix at the back, and where the evidence runs out, the text says so plainly.

An audit, not a success story. 25 pages, instant PDF download.