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AI Visibility Scorecard
Arrowsmith Labs
masteringphoenixforms.com · Technology
At 2/10, Arrowsmith Labs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,486,802 of 2,623,115 in Technology for AI visibility
2
/10
AEO Score
About Arrowsmith Labs
from our crawl and measurement
Arrowsmith Labs describes itself simply: "A comprehensive tutorial on Phoenix 1.7 and Elixir 1.17, for developers who already know Ruby on Rails." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
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
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
0
No Reddit mentions 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 2/10, Arrowsmith Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Arrowsmith Labs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/masteringphoenixforms
Cite this score: Engagemii (2026). "AEO Score for Arrowsmith Labs." Retrieved from https://engagemii.com/aeo/brands/masteringphoenixforms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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