AI Visibility Scorecard
Adam Ralph
adamralph.com · Technology
Somewhat visible. AI bots can read Adam Ralph, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Claude
#181,485 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Adam Ralph
from our crawl and measurement
Adam Ralph describes itself simply: "Adam Ralph Software, tea, and snowboarding Links Pages About Archive Open source 22 Oct 2019 · Flims · 2 min read Would it help if I spoke to your management?." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Good
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
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 5.9/10, Adam Ralph has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Would it help if I spoke to your management?
An important responsibility we have as software developers is to identify the root problem. We’re often faced with problems which, at first glance, appear technical. When a race condition appears, we start writing code to remove it. When we’re told two business operations must be consistent, we find ingenious new ways of implementing distributed transactions. Read more... 26 May 2018 · Flims · 2 min read
Is this your brand?
The exact fixes for Adam Ralph
Which AI engines already crawl you
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/adamralph
Cite this score: Engagemii (2026). "AEO Score for Adam Ralph." Retrieved from https://engagemii.com/aeo/brands/adamralph
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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