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AI Visibility Scorecard

ICE - Structural Engineers

ICE - Structural Engineers

Unclaimed

ice-in.com · Technology

Borderline visible. AI bots can crawl ICE - Structural Engineers, 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 8 times

Meta AI · Claude · Apple Intelligence

#1,902,477 of 2,659,727 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.7/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About ICE - Structural Engineers

from our crawl and measurement

"ICE - Structural Engineers delivers expert structural engineering solutions for residential, commercial, and industrial projects.Licensed engineers provide design, analysis, inspections." That is how ICE introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

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

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

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

5

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

7

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

AI Discoverability

5

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 3.7/10, ICE - Structural Engineers is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for ICE - Structural Engineers: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ice-in

Cite this score: Engagemii (2026). "AEO Score for ICE - Structural Engineers." Retrieved from https://engagemii.com/aeo/brands/ice-in

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

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