AI Visibility Scorecard
Benedikt Ritter — Gradle & NixOS Consultant
britter.dev · Technology
Somewhat visible. AI bots can read Benedikt Ritter — Gradle & NixOS Consultant, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Apple Intelligence · Meta AI
#393,542 of 2,707,789 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Benedikt Ritter — Gradle & NixOS Consultant
from our crawl and measurement
Benedikt Ritter Gradle & NixOS Consultant describes itself simply: "Benedikt RitterHomeBlogVitaOpen SourcePodcastHomeBlogVitaOpen SourcePodcastAvailable for consultingEngineering Excellence through Open Source & Consulting.Developer productivity consultant." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 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).
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
Weak
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.
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 5.5/10, Benedikt Ritter — Gradle & NixOS Consultant has a working base to build on - fixable, and the signals above are where to start.
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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/britter-dev
Cite this score: Engagemii (2026). "AEO Score for Benedikt Ritter — Gradle & NixOS Consultant." Retrieved from https://engagemii.com/aeo/brands/britter-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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