AI Visibility Scorecard
Welcome to Fyra Labs
fyralabs.com · Technology
Somewhat visible. AI bots can read Welcome to Fyra Labs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence · Claude
#194,430 of 2,705,505 in Technology for AI visibility
44
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Welcome to Fyra Labs
from our crawl and measurement
Welcome to Fyra Labs is a business whose own site puts it this way: "Fyra Labs is a startup building open-source software that allows anyone to change their world. Our current focuses are on the desktop Linux ecosystem, devops, and web services." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Weak
No press coverage found yet.
Community
Fair
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 5.2/10, Welcome to Fyra Labs has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Welcome to Fyra Labs
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fyralabs
Cite this score: Engagemii (2026). "AEO Score for Welcome to Fyra Labs." Retrieved from https://engagemii.com/aeo/brands/fyralabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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