#12,481 OF 2,692,305 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-08-02
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AI Visibility Scorecard
ASF Community Development
helpwanted.apache.org · Technology
Well-positioned for AI search. The breakdown below shows where ASF Community Development is still leaving points on the table.
AI engines read this profile 13 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#12,481 of 2,692,305 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About ASF Community Development
from our crawl and measurement
ASF Community Development describes itself simply: "We encourage you to use a #GoodFirstIssue tag in your project’s issue tracker as an alternate to this tool." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 7.3/10, ASF Community Development has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for ASF Community Development
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/helpwanted-apache-org
Cite this score: Engagemii (2026). "AEO Score for ASF Community Development." Retrieved from https://engagemii.com/aeo/brands/helpwanted-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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