AI Visibility Scorecard
OpenZipkin · A distributed tracing system
zipkin.io · Technology
Somewhat visible. AI bots can read OpenZipkin · A distributed tracing system, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Apple Intelligence · Meta AI · ShapBot
#10,578 of 2,705,505 in Technology for AI visibility
98
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About OpenZipkin · A distributed tracing system
from our crawl and measurement
OpenZipkin · A distributed tracing system is a business whose own site puts it this way: "Home Quickstart Architecture Tracers and Instrumentation Server extensions and choices Zipkin Community Data Model Instrumenting a library Test and Deploy scripts Zipkin Zipkin is a." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
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
Weak
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
Fair
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
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 6.1/10, OpenZipkin · A distributed tracing system has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for OpenZipkin · A distributed tracing system
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/zipkin-io
Cite this score: Engagemii (2026). "AEO Score for OpenZipkin · A distributed tracing system." Retrieved from https://engagemii.com/aeo/brands/zipkin-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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