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AI Visibility Scorecard
Black Ladder Group
blackladdergroup.com · Home & Living
Somewhat visible. AI bots can read Black Ladder Group, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#240,656 of 1,273,680 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
70
Muse Index Score
iAI agent readiness
Agent-ready · 70/100
0
AI Adoption
iNone detected · 0/100
About Black Ladder Group
from our crawl and measurement
Roofing Contractor in MetroWest, MA · Black Ladder Group, based in Woburn, MA, describes itself simply: "Roofing, gutters, skylights, siding & exterior painting for MetroWest, MA homes. VELUX & Owens Corning certified, BBB A+, Google Guaranteed. Free estimates, call (508) 304-2504." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (RoofingContractor, WebSite, Organization), an llms.txt file for AI models and a sitemap.
By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
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
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 5.3/10, Black Ladder Group has a working base to build on - fixable, and the signals above are where to start.
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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 Black Ladder Group.
Source & Attribution
Scored by Engagemii on September 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blackladdergroup
Cite this score: Engagemii (2026). "AEO Score for Black Ladder Group." Retrieved from https://engagemii.com/aeo/brands/blackladdergroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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