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AI Visibility Scorecard
programminghistorian.org · Nonprofits
Somewhat visible. AI bots can read Programming Historian, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ChatGPT
#9,349 of 621,859 in Nonprofits for AI visibility
6.6
/10
AEO Score
from our crawl and measurement
Programming Historian describes itself simply: "The Programming Historian (ISSN: 2397-2068) is released under a CC-BY license." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
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
5
Forum and community discussion.
1
Reddit mentions and discussion.
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 6.6/10, Programming Historian has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/programminghistorian-org
Cite this score: Engagemii (2026). "AEO Score for Programming Historian." Retrieved from https://engagemii.com/aeo/brands/programminghistorian-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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