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sunpeak
What this score means
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. sunpeak just got measured.
7/10 means sunpeak is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About sunpeak
sunpeak is a server-agnostic MCP testing framework and full-stack, open-source MCP App framework. Run E2E and visual tests in CI across every host, theme, and data combo. Iterate with HMR in ChatGPT and automatic rebuilds in Claude. Ship MCP Apps for ChatGPT, Claude, and other AI hosts without paid host accounts or AI credits.
Key Topics
Details
Category: Technology
sunpeak.aiAI Visibility Breakdown
9
Structured Data
9
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
7
AI Discoverability
Frequently Asked Questions
What is an MCP App?
An MCP App is an interactive application built on the Model Context Protocol (MCP) that runs inside AI hosts like ChatGPT and Claude. MCP Apps consist of Resources (UI views) and Tools (API actions), enabling rich UI experiences like forms, charts, and interactive components directly in chat. ChatGPT Apps are MCP Apps rendered inside ChatGPT. Interactive Claude Connectors are MCP Apps rendered inside Claude.
What is an MCP App framework?
An MCP App framework provides the development infrastructure for building interactive applications that run inside AI hosts via the Model Context Protocol. sunpeak is an MCP App framework, ChatGPT App framework, Claude Connector framework, and MCP testing framework that includes a local inspector, pre-built UI components, testing utilities, and deployment tooling for building ChatGPT Apps and Claude Connectors.
What is a ChatGPT App framework?
A ChatGPT App framework is a development framework for building MCP Apps that run inside ChatGPT. sunpeak is a ChatGPT App framework that provides a local ChatGPT inspector, MCP App UI components, a built-in testing framework, and deployment tooling.
What is a Claude Connector framework?
A Claude Connector framework is a development framework for building MCP servers that integrate with Claude. sunpeak is a Claude Connector framework that provides a local Claude inspector, MCP App UI components, automated testing, and deployment tooling. Build interactive Claude Connectors that render UI directly in Claude conversations.
How do I test an MCP App locally?
Use sunpeak's built-in inspector. Run "pnpm dev" to start a local development server at localhost:3000 with hot reloading, or "npx sunpeak inspect --server URL" to inspect any existing MCP server. The inspector replicates the ChatGPT and Claude runtimes so you can test all display modes, themes, and tool invocations without a paid ChatGPT or Claude account.
Does sunpeak support MCP App testing in CI?
Yes. sunpeak includes a built-in testing framework for automated MCP App testing, ChatGPT App testing, and Claude Connector testing. Create deterministic UI states with simulation files, then run "pnpm test" in your CI/CD pipeline. It runs both unit and e2e tests. Use "pnpm test:unit" or "pnpm test:e2e" to run them separately, or "pnpm test:visual" for visual regression tests.
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Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sunpeak-ai
Cite this score: Engagemii (2026). "AEO Score for sunpeak." Retrieved from https://engagemii.com/aeo/brands/sunpeak-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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