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AI Visibility Scorecard
Roe Lumber
roelumber.com · Home & Living
Somewhat visible. AI bots can read Roe Lumber, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#113,623 of 1,220,713 in Home & Living for AI visibility
5.7
/10
AEO Score
About Roe Lumber
from our crawl and measurement
Roe Lumber, based in Florida, NY, describes itself simply: "Roe Brothers, Your trusted source for premium lumber, hardware, kitchens, baths, siding, roofing & building materials in Orange County, NY & the Tri-State area." Its AI visibility score is 5.7 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 (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, Roe Lumber has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Roe Lumber
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roelumber
Cite this score: Engagemii (2026). "AEO Score for Roe Lumber." Retrieved from https://engagemii.com/aeo/brands/roelumber
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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