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AI Visibility Scorecard

Runlayer

Runlayer

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runlayer.com · Technology

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

AI engines read this profile 6 times

Meta AI · Claude

#111,106 of 2,654,624 in Technology for AI visibility

6.4

/10

AEO Score

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About Runlayer

from our crawl and measurement

Runlayer describes itself simply: "AI enablement, security, and control in one platform." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.

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

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

1

Press and news coverage.

Community

3

Forum and community discussion.

Social Mentions

0

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 6.4/10, Runlayer has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What AI clients does Runlayer support?

All 300+ AI clients including Cursor, VS Code, Claude Code, GitHub Copilot, ChatGPT, Claude Desktop, Windsurf, and any client that implements MCP.

Do I need to change my workflow or learn new tools?

No, we work with your existing IDE and AI client with the only difference being authentication through company SSO instead of personal API keys.

How do I add new MCP servers, skills, or agents that I need?

Request through the catalog: security-approved servers, skills, and agents are available immediately with one click, while new servers go through fast-tracked approval in minutes instead of weeks.

Can I use local MCP servers?

Yes, with zero installation friction and the same governance/observability as remote servers, plus CLI tools to make local-to-hosted workflows seamless.

How does Runlayer integrate with our existing security and IT policies?

We integrate with Okta, Entra, and all other major identity providers, to enforce the same conditional access and device compliance checks you use everywhere else, and provide complete audit trails, so AI becomes like another enterprise application, not a special case.

Will this slow down my workflow?

No, security scans occur with low noticable latency and you get one-click access instead of manually configuring JSON files.

Can I still use my favorite AI tools (Cursor, Claude Code, ChatGPT)?

Yes, your development experience stays identical. you just get access to vetted, secure MCP servers, skills, and agents instead of random GitHub repos.

Can I build custom MCP servers and skills for internal APIs?

Yes, we help convert internal APIs into MCP servers that appear in the catalog alongside external ones with identical access controls and observability.

Is this your brand?

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Picked for Runlayer: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/runlayer

Cite this score: Engagemii (2026). "AEO Score for Runlayer." Retrieved from https://engagemii.com/aeo/brands/runlayer

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

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