AI Visibility Scorecard
board.dev · Nonprofits
Somewhat visible. AI bots can read Board Dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Apple Intelligence · Meta AI
#144,339 of 826,663 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Board Dev is a business whose own site puts it this way: "Skip to content What We Do Resources About Get in touch Donate What We Do Resources About Get in touch Donate Leadership is the only tech skill that doesn't go out of style." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. 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 and structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 5.4/10, Board Dev has a working base to build on - fixable, and the signals above are where to start.
Why Board.Dev?
Board members are essential to moving AI and tech forward. Their primary job in governance is to support the strategic direction. They aren’t setting it, but they are making sure it’s moving—and AI strategy is no different. Shannon Farley, Fast Forward I’m a physician and know nothing about the IT side of things.
Is this your brand?
The exact fixes for Board Dev
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/board-dev
Cite this score: Engagemii (2026). "AEO Score for Board Dev." Retrieved from https://engagemii.com/aeo/brands/board-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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