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AI Visibility Scorecard
spark.apache.org
spark.apache.org · Technology
Well-positioned for AI search. The breakdown below shows where spark.apache.org is still leaving points on the table.
AI engines read this profile 6 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#8,279 of 2,623,574 in Technology for AI visibility
7.7
/10
AEO Score
About spark.apache.org
from our crawl and measurement
spark.apache.org describes itself simply: "Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters." Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
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 5 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
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
9
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.7/10, spark.apache.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for spark.apache.org
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/spark-apache-org
Cite this score: Engagemii (2026). "AEO Score for spark.apache.org." Retrieved from https://engagemii.com/aeo/brands/spark-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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