Method & disclosure

How grading works

Each case is checked against public sources. Grade A requires revenue verified through a payment-provider API. Grade B means the figures come from the person themselves, are attributable and internally consistent. Grade C means estimates by third parties or thin evidence. Rejected cases are not listed.

Grades are never for sale and are never influenced by affiliate commissions.

How this site makes money

The Systeme.io link on our Tools page is an affiliate link and is clearly labelled. If you sign up through it, this site may earn a commission at no extra cost to you. We do not currently run ads.

Corrections

Grades are our opinion of the strength of the public evidence on the date shown; they are not statements about any person's honesty or motives. Every figure is attributed to a linked source. We only publish what we can source; anything we cannot source is removed.

Corrections and takedown requests: email corrections@aiincomeproof.com. If a case is inaccurate, out of date, or you are the person named and want it reviewed or removed, tell us which case and why. We will correct, update or remove it.