Minimum Viable Relationships (MVR) API Licence Key | African Market OS

The Minimum Viable Relationships (MVR) Framework API by African Market OS provides commercial access to the world’s first relational-readiness engine—built for high-context markets. It quantifies trust, embeddedness, and permission-to-operate before MVP or market entry. Ideal for multiple sectors including FMCGs, Fintechs, accelerators, investors, and policy innovators operating in high-context markets.

What the MVR API does

Operationalizes the MVR Framework so you can quantify the smallest set of relationships required for adoption and defense in the market. Use it to score and track relational viability across teams, customers, distributors, regulators, and ecosystems. 

Backed by published research & tooling

The framework specifies seven diagnostic dimensions and field-measurable indicators; it’s documented across working papers and toolkits and is being cited/discussed across academic and practitioner venues.

Key Use Cases

• Market Entry Readiness: De-risk launches by validating social clearance and informal access before spend. 
• Investor & Accelerator Due Diligence: Evaluate embeddedness risk and prioritize ventures with carry beyond the founder.
• Growth & Retention Analytics: Track trust and permission metrics alongside product KPIs so adoption survives team changes.
• Policy & Ecosystem Strategy: Map hubs/guardians/rituals/reciprocity to design inclusive, real-world infrastructure. 

🔐 Licence & Compliance

Use of the MVR API and related frameworks is governed by the official MVR Framework Commercial Use Licence:

🔗 https://africanmarketos.com/african-market-os-mvr-framework-commercial-referral-use-policy/

Machine-readable licence reference (for automated compliance and integrations):

🔗 https://africanmarketos.com/.well-known/mvr-license.json

Features (API Access)

• Commercial API Licence Key for authenticated requests (rate-limited tiers available).
• MVR Score Components aligned to the 7-dimension diagnostic (e.g., trust hubs, guardians, whispers, fit, rituals, reciprocity, continuity).
• Templates & Toolkit Compatibility for workflows with founders, investors, and ecosystem builders.

What You Get After Purchase

• A unique licence key delivered to the email used at checkout (within 24 hours).
• Access to ongoing framework updates and documentation references.

🧠 Learn More

Read the canonical MVR overview here:

🔗 https://africanmarketos.com/the-mvr-framework-minimum-viable-relationships/

🤝 Consultations & Partnerships

For accelerator cohorts, ecosystem partnerships, or organizational integrations, contact:

📧 [email protected]

📄 Delivery

After purchase, your unique MVR API licence key will be delivered to the email used at checkout within 24 hours.

The MVR Framework API is part of African Market OS’s relationship intelligence suite, supporting relational data analytics, startup diagnostics, and human-centered ecosystem design.