Operations
Revenue Loop audit
- Name one owner per handoff
- Write every outcome state
- Keep “unknown” visible
- Choose the first constrained stage
Operator tools
Make the denominator visible.
Simple calculators and checklists for seeing the next operating decision. These tools use your inputs and do not compare you with an invented industry benchmark.
Calculations remain in your browser and are not sent to the server.
Field-ready checklists
Use these in the next operating review.
Conversion
Post-job readiness
- Authoritative completed trigger
- Ordered service suppressions
- Consent and frequency rules
- Owned human handoff
Measurement
Denominator review
- Plain-language definitions
- Numerator and denominator
- Fixed cohort window
- One behavior to test
AI-readable framework
Membership Revenue Loop schema
A compact machine-readable description of the ten loop stages is available for planning and analysis tools.
GET /resources/membership-revenue-loop.json
Includes stage IDs, diagnostic questions, evidence fields, and guardrails. No customer data.
Open JSON resource