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AI Visibility Scorecard

IR Squared Engineering

IR Squared Engineering

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irsquaredengineering.com · Professional Services

Borderline visible. AI bots can crawl IR Squared Engineering, 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 6 times

Claude · Apple Intelligence · Meta AI

#368,585 of 488,836 in Professional Services for AI visibility

3.6

/10

AEO Score

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About IR Squared Engineering

from our crawl and measurement

IR Squared Engineering is a business whose own site puts it this way: "Skip to content IR Squared Engineering 830-534-7921 [email protected] IR Squared Engineering Strengthening Texas Hill Country communities through comprehensive civil." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.

Industry · Professional Services
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

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

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

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 3.6/10, IR Squared Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for IR Squared Engineering

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Picked for IR Squared Engineering: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for IR Squared Engineering." Retrieved from https://engagemii.com/aeo/brands/irsquaredengineering

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

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