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AI SaaS Money-Path Audit

The audit is a validation funnel, not a claim that every future contract already ships.

Goal​

Get 25 AI SaaS or B2B SaaS founders to run a free money-path audit.

Funnel​

Founder understands the pain -> runs the demo -> requests an audit -> installs Access if relevant -> asks for Usage, Permission, or Clerk support next.

What we audit​

The audit looks for broken or risky rules around:

  • Paid access.
  • Custom billing state.
  • Usage limits.
  • Credits and burndown.
  • Seats.
  • Route gates.
  • Permissions.

The shipped engine can run Access today for custom Stripe, Paddle, and Postgres billing state. Other areas are roadmap validation targets.

Success criteria​

  • 10 founders agree to an audit.
  • 3+ real issues or serious risks are found.
  • 2+ founders ask to run checks automatically.
  • 1+ founder asks about paid monitoring, CI, or scheduled checks.

Failure criteria​

  • Fewer than 5 founders agree.
  • No real issues are found.
  • No one wants repeat checks.

Public findings​

Only aggregate counts and anonymized risk patterns should be published. Do not publish customer IDs, emails, secret values, row-level exports, or app-specific implementation details that identify a participant.

How to start​

Run:

npx prodverdict demo

Then apply at prodverdict.com/study or send redacted notes through Discord or email.