AI Visibility Scorecard
OpenSource.net
opensource.net · Technology
Somewhat visible. AI bots can read OpenSource.net, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 23 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#47,761 of 2,705,712 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About OpenSource.net
from our crawl and measurement
OpenSource.net is a business whose own site puts it this way: "Posted byby Sergey LukyanchikovJune 17, 2025 Twirling your first fork: A beginner’s guide to Open Source contribution New to Open Source?." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
Our monitoring has logged 5 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 6.5/10, OpenSource.net has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OpenSource.net
Which AI engines already crawl you
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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/opensource-net
Cite this score: Engagemii (2026). "AEO Score for OpenSource.net." Retrieved from https://engagemii.com/aeo/brands/opensource-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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