AI Visibility Scorecard
Machinio, Corp
machinio.com · Manufacturing & Industrial
Well-positioned for AI search. The breakdown below shows where Machinio, Corp is still leaving points on the table.
AI engines read this profile 343 times
Meta AI · Perplexity · Claude · Parallel
#1 of 270,359 in Manufacturing & Industrial for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
Manufacturing & Industrial average 14
Top 1% of Manufacturing & Industrial
See what's behind this score →7.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Machinio, Corp
from our crawl and measurement
Machinio works in Technology. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and Applebot (Siri).
- Company ·
- Machinio, Corp
- Website ·
- machinio.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Chicago, IL
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 22, 2026
The 6 on-page 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
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.
The 6 off-page signals AI reads
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
Fair
Press and news coverage.
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 read your site and name it in answers. At 7.7/10, Machinio, Corp has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Machinio, Corp
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on October 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machinio
Cite this score: Engagemii (2026). "AEO Score for Machinio, Corp." Retrieved from https://engagemii.com/aeo/brands/machinio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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