Evidence-first systems for independent operators.

The AI Income Strategy Reality Check helps freelancers, agency owners, and solo builders evaluate opportunity claims before spending time, money, or account trust.

What this site does

We publish practical educational guides for separating claims from evidence, checking demand outside creator content, designing ethical tests, and deciding when to stop or continue.

What this site does not do

We do not promise income, fabricate customer outcomes, or imply that a creator’s result will transfer to another operator. Tools, fees, platform rules, and market conditions change.

Products and affiliate disclosure

This site links to JERICCO products sold through Gumroad. Product links may be tracked so we can understand which owned content helps readers. If a future article contains an affiliate link to a third-party product, it will be disclosed on that page.

Contact

Use the support/contact option on the relevant Gumroad product page for product questions.