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AI Visibility Scorecard
elpa.gnu.org · Technology
Well-positioned for AI search. The breakdown below shows where GNU Emacs Lisp Package Archive is still leaving points on the table.
AI engines read this profile 2 times
ChatGPT
#21,422 of 2,807,729 in Technology for AI visibility
7.1
/10
AEO Score
from our crawl and measurement
GNU Emacs Lisp Package Archive works in Technology. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.1 out of 10.
The page falls short on a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
There is not much on the page to read either, about 146 words. 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
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
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
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
9
Forum and community discussion.
9
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 7.1/10, GNU Emacs Lisp Package Archive 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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/elpa-gnu-org
Cite this score: Engagemii (2026). "AEO Score for GNU Emacs Lisp Package Archive." Retrieved from https://engagemii.com/aeo/brands/elpa-gnu-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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