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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. Two-thirds of websites are invisible to them. numpydoc just got measured.
3/10 means numpydoc 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.
About numpydoc
Manual Getting started Style guide Validation Release notes Example Search Ctrl+K System Settings Light Dark GitHub Search Ctrl+K Getting started Style guide Validation Release notes Example System Settings Light Dark GitHub numpydoc – Numpy’s Sphinx extensions# Numpy’s documentation uses several custom extensions to Sphinx.
Key Topics
Details
Category: Technology
numpydoc.readthedocs.ioAI Visibility Breakdown
1
Structured Data
5
Content Structure
4
Entity Clarity
2
E-E-A-T Signals
6
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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Source & Attribution
Scored by Engagemii on May 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numpydoc-readthedocs-io
Cite this score: Engagemii (2026). "AEO Score for numpydoc." Retrieved from https://engagemii.com/aeo/brands/numpydoc-readthedocs-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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