Sort the claim
Label what is independently verified, what belongs to the creator, what remains a hypothesis, and what creates avoidable risk.
Evidence before effort
Stop copying AI side-hustle hype.
Turn any “I made money with AI” tutorial into a controlled experiment. Separate claims from facts, reject policy traps, and find the smallest ethical test worth running.
No income promises. No fake dashboards. No paid-tool requirement.
Built for skeptical operators
A tutorial is a claim. Your test is the evidence.
Use the system before you buy tools, copy a funnel, publish a product, or risk a platform account.
Score the opportunity
Evaluate demand, speed, margin, automation, defensibility, and compliance with one conservative scorecard.
Run one small test
Define a reversible experiment, one success metric, and a stop condition before building the full product.
Twenty minutes first
Reject, research, test, or scale.
The free Claim Audit gives you the first decision. The full workbook adds validation, positioning, and distribution planning.
Capture the mechanism
Write down what the strategy actually needs to work—not merely the creator’s headline.
Remove the shortcuts
Reject fake proof, copied products, spam, unsafe claims, and spending before validation.
Choose the next evidence
Pick one meaningful event: a qualified reply, signup, checkout, verified sale, or refund signal.
Editorial guides
Learn the method before you need it.
Three practical guides turn skepticism into a decision process instead of another hour of doom-scrolling.
The 20-minute audit
Run the complete screening sequence without turning research into procrastination.
Read the guide →Evidence vs. proof
Understand what screenshots show, what they leave unknown, and how to reduce confidence honestly.
Read the guide →The smallest honest test
Design a bounded experiment that can create a real buying signal without building everything first.
Read the guide →Choose your depth
Start free. Go deeper only if the idea survives.
20-Minute Claim Audit
$0+
One practical page for screening a single creator claim before you act.
- Claim sorting
- Instant rejection flags
- Fast confidence check
- Smallest ethical next step
Full Reality Check Workbook
$9
The complete decision system for taking one viable idea from claim to measured experiment.
- 100-point opportunity scorecard
- Demand-validation table
- Originality and mechanism maps
- MVP brief and landing-page template
- Two-week distribution plan
- Metrics ledger and stop/scale rules
Educational workbook and worksheet. Results vary. Platform fees, rules, account requirements, and market conditions change. Neither product guarantees income.