Public Validation Readiness Map

A neutral readiness page for deciding whether an experiment deserves a public validation page.

Audience: operators preparing small public experiments

Trigger Signals

  • Evidence is specific enough to explain the buyer problem without private data.
  • The next test can run on a free public page with no measurement code or account collection.
  • The offer can be compared through observable workflow friction, not protected brand claims.

Decision Map

  • Use the page to clarify the problem, proof, price exposure, and safest next experiment.
  • Keep the first launch reversible with one Pages project and one vspventurelab.com subdomain.
  • Escalate before any payment, measurement code, identity use, customer data, or external account step.

Learning Question

Score readiness by asset clarity, safe scope, proof quality, and rollback simplicity.

Source Basis

  • lola-public-experiment-publish-readiness-latest.json

Sources and disclaimer: this is a neutral public-test artifact for learning only. It does not collect customer data, install measurement code, request payment, create accounts, use TS Sales/VSP/Matt identity, or make legal, medical, financial, affiliate, or protected-brand claims.