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AI Visibility Scorecard
fourleafroofingwindows.com · Home & Living
Somewhat visible. AI bots can read Four Leaf Roofing and Windows, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 32 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#1,107 of 1,264,848 in Home & Living for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
"Four Leaf Roofing & Windows is a veteran-owned roofing contractor headquartered in New Berlin, Wisconsin, serving Southeast Wisconsin from Germantown and Mequon to Racine, Kenosha, and the." That is how Four Leaf Roofing and Windows of New Berlin, WI introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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.
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 6.7/10, Four Leaf Roofing and Windows has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fourleafroofingwindows
Cite this score: Engagemii (2026). "AEO Score for Four Leaf Roofing and Windows." Retrieved from https://engagemii.com/aeo/brands/fourleafroofingwindows
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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