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AI Visibility Scorecard
All Things Manly LLC
allthingsmanly.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl All Things Manly LLC, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#105,950 of 258,213 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About All Things Manly LLC
from our crawl and measurement
"Sale of surplus and obsolete parts for construction, agriculture and industrial. Parts Komatsu, JLG, Morgen, Multiquip, Vovo, Wacker, White, Forklift." That is how Allthingsmanly.com buyer and seller of surplus repair parts and MRO of Elk Mound, WI introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.8/10, All Things Manly LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for All Things Manly LLC
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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.
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Source & Attribution
Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/allthingsmanly
Cite this score: Engagemii (2026). "AEO Score for All Things Manly LLC." Retrieved from https://engagemii.com/aeo/brands/allthingsmanly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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