RECEIPTS BEAT VIBES.
Audit the AI Economy.
Every week we pressure-test viral AI income claims with reproducible math — real tool prices, payout timelines, and net margin. Every teardown publishes the workings.
Public evidence only → deterministic math → scores can be challenged and updated.
See the feasibility math on a claim before you copy it.
See where the numbers break: impossible timelines, hidden costs, negative margin.
Get priced bills of materials and break-even math for the few worth trying.
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THE INDEX
This Week's Audits
We pull public claims, run the feasibility math, and rank the results. Impossible timelines, hidden costs, and negative margins get pushed down — with the workings shown.
Scored on deterministic feasibility math. See methodology →
THE SCORING ENGINE
Six axes. The math decides.
An LLM only extracts what the claim actually says. The score is reproducible arithmetic over version-stamped price tables, payout latency data, and market price bands — weighted across six feasibility axes.
CHOOSE YOUR LEVEL
See the verdicts. Then see the full workings.
The Index is free: every score, every teardown, the full math. Pro delivers the weekly replication audit — the priced bill of materials, the unit economics, and the failure modes behind each verdict.
Track the verdicts for free.
- Every score, every teardown
- The full math behind each verdict
- Weekly Friday brief
The weekly deep replication audit.
- Weekly replication audit: priced bill of materials + unit economics
- Failure modes and go/no-go gates on every play
- Full audit + playbook archive
- Graveyard post-mortems
We never promise income — we show you the math.
Get this week's verdicts, with the math.
Friday signal only. No guru fluff. — next drop Friday 8am PT
For informational and educational purposes only. Not financial, investment, or business advice. No earnings are promised or guaranteed. See our Disclaimer and Terms.