AI Visibility Scorecard
CDF Corporation
cdf1.com · Manufacturing & Industrial
At 3.8/10, CDF Corporation is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, Entity Presence and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · Parallel
67
AI Naming Predictability
iNamed occasionally · 67/100
Manufacturing & Industrial average 14
Top 3% of Manufacturing & Industrial
See what's behind this score →3.8
AEO Visibility
iNear-invisible · 3.8/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
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 →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Manufacturing & Industrial average 18
See what's behind this score →0
About CDF Corporation
from our crawl and measurement
"CDF is a leading flexible packaging company and packaging manufacturer delivering innovative, sustainable flexible packaging solutions worldwide." That is how CDF Corporation introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Corporation, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- CDF Corporation
- Website ·
- cdf1.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Plymouth, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
-
Not yet measured.
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 read your site and name it in answers. At 3.8/10, CDF Corporation is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What Will Mindful Packaging Look Like For You?
Get in touch to see how we can develop a sustainable and economic packaging solution tailored to your specific needs. Contact Us
Is this your brand?
The exact fixes for CDF Corporation
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdf1
Cite this score: Engagemii (2026). "AEO Score for CDF Corporation." Retrieved from https://engagemii.com/aeo/brands/cdf1
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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