AI Visibility Scorecard
General Contractors | Greg Frey Construction | Ludington, MI CloseClose
ludingtonbuilder.com · Home & Living
Borderline visible. AI bots can crawl General Contractors | Greg Frey Construction | Ludington, MI CloseClose, 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 · Perplexity
#220,643 of 1,377,903 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About General Contractors | Greg Frey Construction | Ludington, MI CloseClose
from our crawl and measurement
General Contractors is a Ludington, MI business whose own site puts it this way: "Greg Frey Construction provides new construction, remodeling, roofing, siding, concrete work, and garage services in Ludington, MI and the surrounding areas." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
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
Fair
Inbound links from other sites.
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, General Contractors | Greg Frey Construction | Ludington, MI CloseClose is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Greg Frey Construction?
When you choose Greg Frey Construction, you're not just hiring a contractor; you're partnering with a team of experienced professionals who are committed to bringing your vision to life. We pride ourselves on our ability to deliver high-quality results on time and within budget. Our satisfaction guarantee is a testament to our confidence in our work and our commitment to our clients.
Is this your brand?
The exact fixes for General Contractors | Greg Frey Construction | Ludington, MI CloseClose
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for General Contractors | Greg Frey Construction | Ludington, MI CloseClose.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ludingtonbuilder
Cite this score: Engagemii (2026). "AEO Score for General Contractors | Greg Frey Construction | Ludington, MI CloseClose." Retrieved from https://engagemii.com/aeo/brands/ludingtonbuilder
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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