AI visibility score
6.7/ 10Good

▲ 0.7 since Jun 2026

#23,356 of 2,705,353 in Technology

As of 2026-08-09 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Lunar

Lunar

Unclaimed

lunar.dev · Technology

Somewhat visible. AI bots can read Lunar, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 9 times

Meta AI · Claude

#23,356 of 2,705,353 in Technology for AI visibility

7

AEO Visibility

i

Visible · 6.7/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

12

AI Adoption

i

Basic · 12/100

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About Lunar

from our crawl and measurement

Lunar.dev describes itself simply: "The only Enterprise AI Control Plane for MCP, LLM, and API governance. Full observability and runtime governance across every AI interaction, in a single audit trail." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 9, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Fair

Forum and community discussion.

Social Mentions

Weak

No social discussion found yet.

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. Roughly two-thirds of sites are invisible to them. At 6.7/10, Lunar has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Can we evaluate MCP servers for safety before using them broadly?

Yes. Lunar.dev performs automated risk analysis that identifies safety and compliance concerns. After review, the server can be tested in a sandbox environment so you can verify behavior before allowing it into production.

How does MCPX handle authentication for remote MCP servers?

MCPX supports several methods: basic API-key authorization, standard OAuth flows, and “Static OAuth” (e.g. OAuth 2.0 Client Credentials or Device Flow). You can integrate it with your identity provider or OAuth app, avoiding manual token management.

How does MCPX help secure and standardize tool behavior used by AI agents?

MCPX allows you to customize tool behavior by hardening parameters, rewriting descriptions and limiting which actions are exposed. This helps ensure that each tool operates within your organization’s safety, compliance and performance guidelines.

How can we ensure our data remains fully protected when using MCPX?

MCPX is fully self hosted, so it runs entirely inside your infrastructure.

How can I manage an internal MCP registry?

MCPX Enterprise provides a Custom MCP Server Catalog that lets administrators publish and control which MCP servers are available across the organization. It supports curated, team specific catalogs and follows Anthropic’s MCP Registry specifications as they evolve.

Is this your brand?

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The exact fixes for Lunar

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Which AI engines already crawl you

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Picked for Lunar: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lunar-dev

Cite this score: Engagemii (2026). "AEO Score for Lunar." Retrieved from https://engagemii.com/aeo/brands/lunar-dev

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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