AI Visibility Scorecard
Orthman Farm Equipment
orthman.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Orthman Farm Equipment, 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.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#5,793 of 269,181 in Manufacturing & Industrial for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Orthman Farm Equipment
from our crawl and measurement
Orthman Farm Equipment is a Kalida, OH business whose own site puts it this way: "Manufacturer of specialty tillage equipment - strip tillage, row crop cultivators, bed listers, bed conditioners, fallow tillage, stalk pullers, track tillers and scrapers & toolbars for." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, Orthman Farm Equipment is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why is Orthman A Tough Act To Follow?
Orthman is a world leader in agricultural equipment because innovation and quality are built into the history of the brand.
Is this your brand?
The exact fixes for Orthman Farm Equipment
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/orthman
Cite this score: Engagemii (2026). "AEO Score for Orthman Farm Equipment." Retrieved from https://engagemii.com/aeo/brands/orthman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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