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AI Visibility Scorecard

QMCPACK

QMCPACK

Unclaimed

qmcpack.org · Technology

Somewhat visible. AI bots can read QMCPACK, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Meta AI

#419,856 of 2,637,202 in Technology for AI visibility

5.6

/10

AEO Score

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About QMCPACK

from our crawl and measurement

"The latest development source code is available on GitHub." That is how Home introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 7, 2026

The 6 signals AI reads

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

4

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

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

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 Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

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 5.6/10, QMCPACK has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for QMCPACK

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for QMCPACK: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/qmcpack-org

Cite this score: Engagemii (2026). "AEO Score for QMCPACK." Retrieved from https://engagemii.com/aeo/brands/qmcpack-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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