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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. OpenProse just got measured.
6/10 means OpenProse is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Write the future as a Markdown contract agents can run, review, and maintain.
Category: Real Estate
openprose.ai3
Structured Data
9
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
6
AI Discoverability
What is OpenProse?
OpenProse is a programming language for AI sessions. Programs are Markdown files with requires/ensures contracts that define what services need and produce. Forme, our intelligent dependency injection system, auto-wires services by contract matching. The model+harness is the runtime — the AI session itself executes the program.
How is this a VM?
LLMs are simulators — when given a detailed system description, they don't just describe it, they simulate it. The prose.md spec describes a VM with enough fidelity that reading it induces simulation. But simulation with sufficient fidelity is implementation: each session spawns a real subagent, outputs are real artifacts. The simulation is the execution.
How is the managed cloud different from the open-source version?
The open source version is the language: install as a skill, write .md programs, run them in Claude Code, Codex, OpenCode, Amp, or any "Prose Complete" harness. Free, MIT-licensed. The managed cloud runs those same programs on our infrastructure — on a schedule, on events, with durable traces and enterprise controls. Cloud is early access today. You write programs with the OSS; request access to run them at scale without you in the loop.
How do I install it?
Run: npx skills add openprose/prose. This installs the OpenProse skill in your AI coding assistant. No other dependencies required.
What systems support it?
Claude Code, OpenCode, Amp, Codex, Gemini CLI, or any other "Prose Complete" harness. The language defines an abstract host interface — any “Prose Complete” harness that supports file IO and subagent spawning can execute Prose programs.
Does this lock me into Claude?
No. OpenProse programs are framework-agnostic — the language defines an abstract host interface (spawn_session, read_file, write_file, ask_user) that any Prose Complete harness implements. A program written for Claude Code runs on Codex, OpenCode, or Amp without modification. Declarative programs get cheaper and smarter as models improve; you don't refactor every time the landscape shifts.
What are contracts?
Contracts are requires/ensures declarations that define what a service needs (its inputs) and what it produces (its outputs). They serve as types for AI programs — the requires block declares dependencies, the ensures block declares guarantees. Forme uses these contracts to auto-wire services together.
What is Forme?
Forme is intelligent dependency injection that auto-wires services by contract matching. Instead of manually connecting components, Forme reads the requires/ensures contracts on each service and automatically determines how to wire them together. It's IoC powered by model understanding, not configuration files.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openprose-ai
Cite this score: Engagemii (2026). "AEO Score for OpenProse." Retrieved from https://engagemii.com/aeo/brands/openprose-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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