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AI Visibility Scorecard
Open Source Initiative
opensource.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where Open Source Initiative is still leaving points on the table.
AI engines read this profile 56 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#590 of 776,269 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 7.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Open Source Initiative
from our crawl and measurement
"Get involved Supported by the whole Open Source ecosystem Open Source licenses: The cornerstone of an 8.8 trillion dollar industry Open Source software plays a central role in global." That is how Open Source Initiative introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.4 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 15 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) 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
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
8
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 7.4/10, Open Source Initiative has a working base to build on - fixable, and the signals above are where to start.
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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/opensource-org
Cite this score: Engagemii (2026). "AEO Score for Open Source Initiative." Retrieved from https://engagemii.com/aeo/brands/opensource-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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