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AI Visibility Scorecard
vdash.org · Nonprofits
Borderline visible. AI bots can crawl vdash: a formal math wiki, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#640,513 of 761,413 in Nonprofits for AI visibility
3.4
/10
AEO Score
from our crawl and measurement
vdash: a formal math wiki describes itself simply: "vdash Roadmap Future Directions Slides MIT E-Club (Aug 11, 2008) O'Reilly Ignite Boston 4 (Sep 11, 2008) Contact For more information, email [email protected] or subscribe to the google groups." As far as answer engines are concerned it may as well not exist yet: 1.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 3.4/10, vdash: a formal math wiki is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for vdash: a formal math wiki
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vdash-org
Cite this score: Engagemii (2026). "AEO Score for vdash: a formal math wiki." Retrieved from https://engagemii.com/aeo/brands/vdash-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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