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AI Visibility Scorecard
Data Foundation
datafoundation.org · non-profit organization management
Somewhat visible. AI bots can read Data Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#13,088 of 620,510 in Nonprofits for AI visibility
6.5
/10
AEO Score
About Data Foundation
from our crawl and measurement
Data Foundation is a business whose own site puts it this way: "Please download the latest software or switch device to avoid further issues." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, sitemaps and entity links AI can follow, structured data describing the business and a heading structure that lays out what it offers.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2016.
The 6 signals AI reads
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
3
Reddit mentions and discussion.
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, Data Foundation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Data Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/datafoundation-org
Cite this score: Engagemii (2026). "AEO Score for Data Foundation." Retrieved from https://engagemii.com/aeo/brands/datafoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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