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AI Visibility Scorecard

Cottrell Excavating Co. LLC

Cottrell Excavating Co. LLC

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cottrellexcavating.com · Home & Living

Borderline visible. AI bots can crawl Cottrell Excavating Co. 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 2 times

Claude · Meta AI

#992,112 of 1,288,869 in Home & Living for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Cottrell Excavating Co. LLC

from our crawl and measurement

Cottrell Excavating Co. LLC is a business whose own site puts it this way: "570-727-2995 - FREE estimates. Foundation work. Excavation. Land clearing. Driveway excavation." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, 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 once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Home & Living
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

4

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

1

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 3.6/10, Cottrell Excavating Co. LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Cottrell Excavating Co. 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/cottrellexcavating

Cite this score: Engagemii (2026). "AEO Score for Cottrell Excavating Co. LLC." Retrieved from https://engagemii.com/aeo/brands/cottrellexcavating

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

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