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AI Visibility Scorecard
matplotlib-cpp.readthedocs.io · Technology
Well-positioned for AI search. The breakdown below shows where Home — Matplotlib for C++ documentation is still leaving points on the table.
AI engines read this profile 5 times
Claude · ChatGPT · Meta AI
#12,739 of 2,609,994 in Technology for AI visibility
7.3
/10
AEO Score
from our crawl and measurement
Home Matplotlib for C++ documentation is a business whose own site puts it this way: "The code is organised in this GitHub repository, which is a fork of that repository." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 7.3/10, Home — Matplotlib for C++ documentation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Home — Matplotlib for C++ documentation
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matplotlib-cpp-readthedocs-io
Cite this score: Engagemii (2026). "AEO Score for Home — Matplotlib for C++ documentation." Retrieved from https://engagemii.com/aeo/brands/matplotlib-cpp-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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