AI visibility score
3.6/ 10Weak

#866,372 of 1,392,782 in Food & Beverage

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

D.E. Nicholson Underground Utilities LLC.

D.E. Nicholson Underground Utilities LLC.

Unclaimed

denicholsonugutilitiesllc.com · Food & Beverage

Borderline visible. AI bots can crawl D.E. Nicholson Underground Utilities LLC., 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.

AI engines read this profile 7 times

Apple Intelligence · Claude · Perplexity · Meta AI

#866,372 of 1,392,782 in Food & Beverage for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 20% of Food & Beverage companies

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About D.E. Nicholson Underground Utilities LLC.

from our crawl and measurement

D.E. Nicholson Underground Utilities LLC. is a Worton, MD business whose own site puts it this way: "Owen and operated by Doug Nicholson a 4th generation Mechanical Contractor." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including Applebot (Siri).

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

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

Good

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 3.6/10, D.E. Nicholson Underground Utilities LLC. is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for D.E. Nicholson Underground Utilities LLC.: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for D.E. Nicholson Underground Utilities LLC.." Retrieved from https://engagemii.com/aeo/brands/denicholsonugutilitiesllc

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

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