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AI Visibility Scorecard
kafka.apache.org
kafka.apache.org · Technology
Well-positioned for AI search. The breakdown below shows where kafka.apache.org is still leaving points on the table.
AI engines read this profile 26 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#7,291 of 2,656,009 in Technology for AI visibility
8
AEO Visibility
iVisible · 7.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About kafka.apache.org
from our crawl and measurement
kafka.apache.org describes itself simply: "Learn More Download More than 80% of all Fortune 100 companies trust, and use Apache Kafka. Apache Kafka Apache Kafka is an open-source distributed event streaming platform used by." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
8
Social discussion and mentions.
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 7.8/10, kafka.apache.org has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for kafka.apache.org
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kafka-apache-org
Cite this score: Engagemii (2026). "AEO Score for kafka.apache.org." Retrieved from https://engagemii.com/aeo/brands/kafka-apache-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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