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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. IRkernel just got measured.
3/10 means IRkernel is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
IRkernel subjectDocs assessmentRequirements file_downloadInstallation launchRunning question_answerFAQ IRkernel Docs subjectDocumentation assessmentRequirements file_downloadInstallation launchRunning question_answerFAQ IRkernel on GitHub IRDisplay on GitHub repr on GitHub R kernel for Jupyter Notebook IRkernel by Thomas Kluyver and Philipp A.
Category: Technology
irkernel.github.io1
Structured Data
6
Content Structure
4
Entity Clarity
2
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Scored by Engagemii on June 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irkernel-github-io
Cite this score: Engagemii (2026). "AEO Score for IRkernel." Retrieved from https://engagemii.com/aeo/brands/irkernel-github-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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