AI Visibility Scorecard
John McCarter Construction
johnmccarterconstruction.com · Home & Living
Somewhat visible. AI bots can read John McCarter Construction, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · ChatGPT · Claude
#17,650 of 1,374,150 in Home & Living for AI visibility
7
AEO Visibility
iVisible · 6.5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About John McCarter Construction
from our crawl and measurement
John McCarter Construction, based in South Lyon, MI, describes itself simply: "Transform your home with expert siding, window, and roofing services in Detroit and Ann Arbor. John McCarter Construction delivers quality craftsmanship and lasting curb appeal." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 6.5/10, John McCarter Construction has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for John McCarter Construction
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnmccarterconstruction
Cite this score: Engagemii (2026). "AEO Score for John McCarter Construction." Retrieved from https://engagemii.com/aeo/brands/johnmccarterconstruction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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