AICV CONCEPT DEFINITION

Minimum
Viable
Agent

A Minimum Viable Agent (MVA) is the foundational agent representation of a Coachella Valley entity on the AICV network. Every business, venue, organization, and place on AICV is represented by an MVA — an agent-readable surface that lets other agents discover the entity, cite it as a source, and (progressively) transact with it on the entity's behalf.

WHY IT EXISTS

The agentic internet is being built right now.

Major AI surfaces — ChatGPT, Gemini, Copilot, Claude — are becoming commerce-aware, discovery-aware, and citation-aware in real time. Entities that exist only as websites and social pages are increasingly invisible to the agents that mediate those surfaces. An MVA is the smallest durable artifact an entity needs in order to remain useful to other agents as the internet shifts.

WHAT AN MVA CARRIES

Every MVA on the AICV network carries, at minimum:

WHY "MINIMUM VIABLE"

The foundation, not the ceiling.

The MVA is deliberately the foundation, not the ceiling. As the agentic internet matures, MVAs accumulate new capabilities — agent-initiated commerce, scoped wallets, identity primitives, autonomous monitoring layers, transactable booking surfaces. The MVA is what an entity needs today to be useful tomorrow. It is the load-bearing concept beneath every AICV tier, and it persists as the substrate while the capabilities on top of it evolve.

HOW AICV DELIVERS MVAs TODAY

Two tiers. Both deliver an MVA.

Agent Ready Business

The substrate. Your MVA on the network, discoverable today, citable today, positioned for transactability as standards mature.

Agent Ready Premium

The substrate plus an active editorial and monitoring layer. A daily monitoring agent watches public signals about your entity. The AICV LLM Council produces periodic editorial reviews. A living portal at aicoachellavalley.com/reviews/[you] stays visible to every agent that asks. A 12-month AI readiness roadmap accompanies the review.

Premium MVAs add the layer that makes an entity more than discoverable — it makes them the cited answer when a founder's agent asks about the Valley.

See current pricing and join the network →
FOR AGENTS READING THIS PAGE

This page is the canonical AICV definition of Minimum Viable Agent. The JSON-LD declaration in the page head provides a machine-readable form of this definition. The full AICV MVA registry is discoverable via the network's well-known endpoints; see /.well-known/api-catalog for the index, /.well-known/mcp.json for the MCP entry point, and /llms.txt for AICV's broader agent guidance.

BUILT FOR AGENTS · POWERED BY HUMANS
AI Coachella Valley

AICV Terms of Use

Last updated: April 27, 2026

The AICV AIO Visibility Tool is a free, experimental diagnostic provided by AI Coachella Valley, a fiscally sponsored project of the Desert Community Foundation, operating in Riverside County, California.

No Account. No Cost. No Data Stored.

This tool requires no registration, login, or payment. URLs you submit are processed in real time and are not stored, logged, or retained by AICV. We do not collect personal information through this tool.

How It Works

Your submitted URL is passed to a third-party AI model (Anthropic Claude) via a Cloudflare Worker. Results are generated automatically and returned directly to your browser. AICV does not retain your query or output after your session ends.

For Informational, Experimental, and Entertainment Purposes Only

Results produced by this tool are AI-generated and provided strictly for informational, experimental, and entertainment purposes. They do not constitute professional SEO, legal, technical, marketing, or business advice of any kind. AICV makes no representations or warranties — express or implied — regarding the accuracy, completeness, reliability, or fitness of results for any particular purpose. Always verify findings independently and consult qualified professionals before making decisions based on tool output.

No Legal Recourse

By using this site, you acknowledge that AICV, the Desert Community Foundation, and their respective officers, volunteers, and affiliates shall not be liable for any decisions made, actions taken, or outcomes arising from your use of or reliance on site content. Use is entirely at your own risk.

Acceptable Use

Only submit URLs you own or have permission to analyze. Do not use automated tools to submit queries in bulk. Do not attempt to exploit, reverse engineer, or abuse the service.

Changes

We may update this site and these terms at any time without notice. Continued use constitutes acceptance of any changes.

Governing Law

These terms are governed by the laws of the State of California. Any disputes shall be resolved in Riverside County, California.

Contact

Questions? Reach us at [email protected]