AI Visibility Scorecard
Linear
linear.app · Technology
Well-positioned for AI search. The breakdown below shows where Linear is still leaving points on the table.
AI engines read this profile 21 times
Amazon Alexa · Meta AI · Claude · ChatGPT
#6,304 of 2,705,024 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
12
AI Adoption
iBasic · 12/100
About Linear
from our crawl and measurement
Linear describes itself simply: "Purpose-built for planning and building products with AI agents." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 6 times in our tracking, including AmazonBot (Alexa AI), PerplexityBot and OAI-SearchBot (OpenAI). The business dates to 2019.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 7.1/10, Linear has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Linear
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/linear
Cite this score: Engagemii (2026). "AEO Score for Linear." Retrieved from https://engagemii.com/aeo/brands/linear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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