AI Visibility Scorecard
MDEx
mdelixir.dev · Technology
Somewhat visible. AI bots can read MDEx, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Perplexity
#102,299 of 2,707,519 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
4
AI Adoption
iBasic · 4/100
About MDEx
from our crawl and measurement
"The fastest Markdown parser for Elixir with native Phoenix LiveView integration. Transform markdown into HTML, HEEx, JSON, XML. Built on Rust." That is how MDEx introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, SoftwareSourceCode, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 6.2/10, MDEx has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is MDEx?
MDEx is the fastest Markdown parser for Elixir, built on Rust for blazing performance. It transforms markdown into HTML, HEEx, JSON, XML, and more with native Phoenix LiveView integration.
How do I install MDEx?
Add {:mdex, "~> 0.11"} to your mix.exs dependencies, or run: mix igniter.install mdex
Does MDEx support Phoenix LiveView?
Yes, MDEx has native Phoenix LiveView support via the ~MD sigil which renders directly to Phoenix.LiveView.Rendered format, allowing you to use HEEx components inside markdown.
Can MDEx handle AI streaming applications?
Yes, MDEx supports streaming mode for processing incomplete markdown fragments progressively, perfect for ChatGPT-style interfaces. Enable it with MDEx.new(streaming: true).
Is this your brand?
The exact fixes for MDEx
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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/mdelixir-dev
Cite this score: Engagemii (2026). "AEO Score for MDEx." Retrieved from https://engagemii.com/aeo/brands/mdelixir-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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