AI Visibility Scorecard
Irwin Construction
irwinbuilds.com · Home & Living
Borderline visible. AI bots can crawl Irwin Construction, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#220,643 of 1,377,903 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Irwin Construction
from our crawl and measurement
"Irwin Construction is a home remodeling contractor in North Texas serving homeowners with kitchens, bathrooms, additions, and whole-home remodeling through a clear, guided design-build." That is how Home Remodeling Contractor in North Texas of Argyle, TX introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, HomeAndConstructionBusiness, GeneralContractor), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, Irwin Construction is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a design-build contractor and how is it different from a general contractor?
Kelley Irwin2026-05-07T14:41:27-05:00What is a design-build contractor and how is it different from a general contractor?A design-build contractor handles both the design and construction of your remodel under one roof, giving you a single point of contact and a more cohesive process from start to finish.
What is the typical home remodel timeline?
Kelley Irwin2026-04-28T18:05:06-05:00What is the typical home remodel timeline?A typical home remodel timeline varies depending on the scope and complexity of your project. At Irwin Construction, most kitchen and bathroom remodels take anywhere between 6 and 12 weeks from the start of construction.
Can Irwin Construction help with design and material selection for my remodel?
Kelley Irwin2026-04-28T18:44:35-05:00Can Irwin Construction help with design and material selection for my remodel?Yes – design and material selection is one of the most valuable parts of what we do at Irwin Construction. Once your project moves forward, you’ll be assigned a dedicated designer who will reach out personally to guide you through every selection.
Is this your brand?
The exact fixes for Irwin Construction
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irwinbuilds
Cite this score: Engagemii (2026). "AEO Score for Irwin Construction." Retrieved from https://engagemii.com/aeo/brands/irwinbuilds
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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