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AI Visibility Scorecard
Stacks Foundation
stacks.org · internet
Somewhat visible. AI bots can read Stacks Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#19,124 of 624,174 in Nonprofits for AI visibility
6.4
/10
AEO Score
About Stacks Foundation
from our crawl and measurement
"We believe Bitcoin and adjacent open-source technology ecosystems will become the foundation for a safer, more equitable, more open internet." That is how Stacks Foundation introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
On the page it is passable on a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews, 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 it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT). The business dates to 2020.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
5
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 6.4/10, Stacks 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 Stacks Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/stacks-org
Cite this score: Engagemii (2026). "AEO Score for Stacks Foundation." Retrieved from https://engagemii.com/aeo/brands/stacks-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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