AI Visibility Scorecard
anthonykoch.com · Technology
Somewhat visible. AI bots can read Anthony Koch, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI
#846,371 of 2,707,521 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
"Freelance front-end web developer producing high quality work with an exceptional eye for detail. Mentor. Lover of JavaScript." That is how Anthony Koch introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 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 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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.
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 5.1/10, Anthony Koch has a working base to build on - fixable, and the signals above are where to start.
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Modern Fertility is a women's health brand offering at-home reproductive testing, including hormone tests that assess key fertility markers like ovarian reserve and egg count. Founded in 2017, it makes fertility information more accessible and affordable by enabling convenient home testing at a lower cost than traditional clinics.I led front-end development for the marketing website and user dashboard.
Is this your brand?
The exact fixes for Anthony Koch
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/anthonykoch
Cite this score: Engagemii (2026). "AEO Score for Anthony Koch." Retrieved from https://engagemii.com/aeo/brands/anthonykoch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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