#127,990 OF 266,887 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
engineeringauctions.com
engineeringauctions.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl engineeringauctions.com, 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
#127,990 of 266,887 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About engineeringauctions.com
from our crawl and measurement
The Leading Source For Used Machine Tools is a business whose own site puts it this way: "As a family organisation we pride ourselves on our outstanding quality of work. All of our machines are run then checked over by our team of engineers with over 75 years of experience." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Weak
No inbound links found yet.
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 4.6/10, engineeringauctions.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for engineeringauctions.com
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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 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeringauctions
Cite this score: Engagemii (2026). "AEO Score for engineeringauctions.com." Retrieved from https://engagemii.com/aeo/brands/engineeringauctions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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