AI Visibility Scorecard
opensourceampersands.com · Technology
Borderline visible. AI bots can crawl Github Achievements, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Meta AI
#741,007 of 2,704,127 in Technology for AI visibility
53
AI Naming Predictability
iRarely named · 53/100
Technology average 28
Top 12% of Technology
See what's behind this score →4.3
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"Welcome to our comprehensive guide on how to unlock Github achievements and badges, a much-desired aspect that showcases the prowess of your Github profile." That is how Github Achievements introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
The site gets some of it right: it has structured data on the page (Article), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
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
Weak
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.3/10, Github Achievements is crawlable but under-signaled - fixable, and the signals above are where to start.
How to get Starstruck ?
🧠 You will learn how to get stars to your repositoryStep by step how to unlock starstruck achievement:You need to have useful repository (project, notes, awesome lists etc.), share it everywhere, where you think it can help people.
Can Achievements Help My Profile?
Definitely! 💪 achievements do a lot more than just embellishing your profile with fancy badges. They serve an important function in enhancing and illustrating your profile's credibility and engagement.Firstly, achievements act as proof of your involvement and active contribution to GH. Potential collaborators can glance through your achievements and gauge your level of participation in the platform.
How to Change Your Emoji Skin Tone Preference on GH website?
Image 1 - example achivements in different Skin ToneCustomizing your digital space should reflect your personality and preferences. This holds true even for seemingly small details like the color of the emoji you use on website.
Is this your brand?
The exact fixes for Github Achievements
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Github Achievements.
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opensourceampersands
Cite this score: Engagemii (2026). "AEO Score for Github Achievements." Retrieved from https://engagemii.com/aeo/brands/opensourceampersands
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform