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AI Visibility Scorecard

nCompass — GPU performance engineering for opencode

nCompass — GPU performance engineering for opencode

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ncompass.tech · Technology

Somewhat visible. AI bots can read nCompass — GPU performance engineering for opencode, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#514,858 of 2,623,115 in Technology for AI visibility

5.4

/10

AEO Score

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About nCompass — GPU performance engineering for opencode

from our crawl and measurement

nCompass GPU performance engineering for opencode is a business whose own site puts it this way: "Drop the nCompass plugin into opencode and your agent profiles your workload, reads the trace, and rewrites the kernel, grounded in real profiling data, not guesses." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

The gap is on the page itself: the site is missing a heading structure that lays out what it offers, credibility markers like credentials or reviews, structured data describing the business, which are the first things an answer engine looks for.

Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find. Away from its own site, other sites link to it and people discuss it in places AI engines read. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

3

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

2

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

5

Forum and community discussion.

Reddit

3

Reddit mentions and discussion.

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 5.4/10, nCompass — GPU performance engineering for opencode has a working base to build on - fixable, and the signals above are where to start.

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Picked for nCompass — GPU performance engineering for opencode: Tech & Electronics

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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/ncompass-tech

Cite this score: Engagemii (2026). "AEO Score for nCompass — GPU performance engineering for opencode." Retrieved from https://engagemii.com/aeo/brands/ncompass-tech

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

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