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AI Visibility Scorecard

TR Dirt Works

TR Dirt Works

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trdirtworks.com · Beauty & Personal Care

Borderline visible. AI bots can crawl TR Dirt Works, 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 5 times

Claude · Meta AI · Apple Intelligence

#100,939 of 199,158 in Beauty & Personal Care for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

0

AI Adoption

i

None detected · 0/100

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About TR Dirt Works

from our crawl and measurement

TR Dirt Works is a business whose own site puts it this way: "TR Dirt Works specializes in earthmoving and excavation construction, delivering reliable and efficient solutions for all your excavation needs." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.

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

Industry · Beauty & Personal Care
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

7

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 Authority

0

Little domain authority yet.

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 4.3/10, TR Dirt Works is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for TR Dirt Works: 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 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for TR Dirt Works." Retrieved from https://engagemii.com/aeo/brands/trdirtworks

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

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