AI Visibility Scorecard
Home — Matplotlib for C++ documentation
matplotlib-cpp.readthedocs.io · Technology
Somewhat visible. AI bots can read Home — Matplotlib for C++ documentation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 21 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#34,140 of 2,705,685 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Home — Matplotlib for C++ documentation
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 partially visible, scoring 6.6 out of 10, readable in places and missing in others.
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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 6.6/10, Home — Matplotlib for C++ documentation has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to use this documentation¶?
Function definitions¶ This is the core of the documentation, located at The Docs. To find the definition and explanations for a special command use the search field on the top left, since this page can get a bit lengthy. Bear in mind, that matplotlibcpp is a C++ wrapper to the Python library MPL.
Is this your brand?
The exact fixes for Home — Matplotlib for C++ documentation
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
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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