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AI Visibility Scorecard
MCP server
mcp.linear.app · Technology
Somewhat visible. AI bots can read MCP server, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
ChatGPT · Apple Intelligence · Meta AI · Claude
#33,982 of 2,641,189 in Technology for AI visibility
6.9
/10
AEO Score
About MCP server
from our crawl and measurement
MCP server is a business whose own site puts it this way: "This guide is intended to give you an overview of Linear's features, discover their flexibility, and provide tips for how to use Linear to improve the speed, value, and joy of your work." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places, missing in others.
Our crawl found an llms.txt file for AI models, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, a sitemap.
AI crawlers have visited the site 5 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 6.9/10, MCP server has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MCP server
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcp-linear-app
Cite this score: Engagemii (2026). "AEO Score for MCP server." Retrieved from https://engagemii.com/aeo/brands/mcp-linear-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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