▲ 2.9 since Jul 2026
#33,621 OF 2,688,646 IN TECHNOLOGY
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AI Visibility Scorecard
Open Source Initiative
deepdive.opensource.org · Technology
Somewhat visible. AI bots can read Open Source Initiative, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#33,621 of 2,688,646 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Open Source Initiative
from our crawl and measurement
Open Source Initiative describes itself simply: "Following the same idea behind Open Source Software,an Open Source AI is a system made available under terms that grant users the freedoms to: Use Study Modify Share Use the system for any." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
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
5
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
9
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
0
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 6.9/10, Open Source Initiative has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Open Source Initiative
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/deepdive-opensource-org
Cite this score: Engagemii (2026). "AEO Score for Open Source Initiative." Retrieved from https://engagemii.com/aeo/brands/deepdive-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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