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AI Visibility Scorecard
Developers
developers.zenodo.org · Technology
Well-positioned for AI search. The breakdown below shows where Developers is still leaving points on the table.
AI engines read this profile 4 times
Claude · ChatGPT
#15,175 of 2,808,083 in Technology for AI visibility
7.3
/10
AEO Score
About Developers
from our crawl and measurement
"Check out the Quickstart guide for an example on how to programmatically upload and publish your research outputs." That is how Developers introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
On the page itself the strengths are clear: a clear heading structure and visible credibility markers. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
8
Forum and community discussion.
8
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 7.3/10, Developers has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Developers
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/developers-zenodo-org
Cite this score: Engagemii (2026). "AEO Score for Developers." Retrieved from https://engagemii.com/aeo/brands/developers-zenodo-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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