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AI Visibility Scorecard
validation.linaro.org
validation.linaro.org · Technology
Somewhat visible. AI bots can read validation.linaro.org, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#533,695 of 2,641,190 in Technology for AI visibility
5.4
/10
AEO Score
About validation.linaro.org
from our crawl and measurement
"The current range of boards (device types) supported by this LAVA instance can be seen on the scheduler status page which includes details of how many boards of each type are available for." That is how LAVA introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
8
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 5.4/10, validation.linaro.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for validation.linaro.org
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/validation-linaro-org
Cite this score: Engagemii (2026). "AEO Score for validation.linaro.org." Retrieved from https://engagemii.com/aeo/brands/validation-linaro-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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