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AI Visibility Scorecard

Sopris Engineering LLC

Sopris Engineering LLC

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soprisengineering.com · Professional Services

Borderline visible. AI bots can crawl Sopris Engineering 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

#178,947 of 489,052 in Professional Services for AI visibility

4.9

/10

AEO Score

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About Sopris Engineering LLC

from our crawl and measurement

Sopris Engineering LLC, based in Carbondale, CO, describes itself simply: "With over 25 years of experience, Sopris Engineering LLC specializes in civil engineering, surveying, and GIS consulting, delivering tailored, cost-effective solutions in Carbondale, CO." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

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

Industry · Professional Services
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

8

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 4.9/10, Sopris Engineering LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Sopris Engineering 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/soprisengineering

Cite this score: Engagemii (2026). "AEO Score for Sopris Engineering LLC." Retrieved from https://engagemii.com/aeo/brands/soprisengineering

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

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