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AI Visibility Scorecard
hwgilbert16/scholarsome: Web-based interactive flashcard learning software
scholarsome.com · Technology
Somewhat visible. AI bots can read hwgilbert16/scholarsome: Web-based interactive flashcard learning software, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI
#347,338 of 2,655,352 in Technology for AI visibility
5.7
/10
AEO Score
About hwgilbert16/scholarsome: Web-based interactive flashcard learning software
from our crawl and measurement
"Web-based interactive flashcard learning software. Contribute to hwgilbert16/scholarsome development by creating an account on GitHub." That is how Scholarsome introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
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 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
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
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.7/10, hwgilbert16/scholarsome: Web-based interactive flashcard learning software has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scholarsome
Cite this score: Engagemii (2026). "AEO Score for hwgilbert16/scholarsome: Web-based interactive flashcard learning software." Retrieved from https://engagemii.com/aeo/brands/scholarsome
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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