▲ 0.4 since Jul 2026
#1,165,601 OF 1,964,804 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
GitHub
troogl.com · Media & Entertainment
Borderline visible. AI bots can crawl GitHub, 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 1 times
Claude
#1,165,601 of 1,964,804 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About GitHub
from troogl.com
Search code, repositories, users, issues, pull requests...
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
Fair
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
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
Weak
No community discussion yet.
Social Mentions
Weak
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 4.3/10, GitHub is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I use it?
Install the extension Visit any news article (try this) Explore the insights!
What can I do with Troogl?
Troogl currently provides insights into the sentiment and subjectivity of sentences within the article. Features include: Colour-coded sentences based on sentiment / subjectivity. A graph of changing sentiment / subjectivity over the course of the article. Easy article navigation by jumping to points within the graph. Full dashboard providing a summary and metrics (e.g. read time, keywords, etc.).
Is this your brand?
The exact fixes for GitHub
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for GitHub.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/troogl
Cite this score: Engagemii (2026). "AEO Score for GitHub." Retrieved from https://engagemii.com/aeo/brands/troogl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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