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AI Visibility Scorecard

Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely

Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely

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nerdsltd.com · Media & Entertainment

Borderline visible. AI bots can crawl Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#887,622 of 1,866,953 in Media & Entertainment for AI visibility

4.9

/10

AEO Score

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About Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely

from our crawl and measurement

Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely describes itself simply: "<p>Nerds Limited offers Expert on-site service to Albuquerque and Santa Fe to resolve Tech related issues great and small! Phone time is free to answer your quick questions." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

It does link out to several social profiles, which helps engines tie the brand together.

Industry · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.9/10, Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/nerdsltd

Cite this score: Engagemii (2026). "AEO Score for Nerds LTD®: we build, fix, teach, audit, and develop technology to suit you at work & home on-site or remotely." Retrieved from https://engagemii.com/aeo/brands/nerdsltd

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

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