AI Visibility Scorecard
Frain Industries
frain.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Frain Industries, 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 5 times
Claude · Apple Intelligence · Meta AI · ShapBot
#10,597 of 208,705 in Beauty & Personal Care for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Beauty & Personal Care average 9
Top 10% of Beauty & Personal Care
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Beauty & Personal Care average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Beauty & Personal Care average 20
See what's behind this score →0
About Frain Industries
from our crawl and measurement
Frain Industries is a business whose own site puts it this way: "Plug and play packaging and processing machinery gives you a competitive advantage - give us a call to start your next project." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Frain Industries
- Website ·
- frain.com
- Industry ·
- Beauty & Personal Care
- Location ·
- Carol Stream, IL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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
Good
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 read your site and name it in answers. At 4.2/10, Frain Industries is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Frain Industries
Which AI engines already crawl you
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frain
Cite this score: Engagemii (2026). "AEO Score for Frain Industries." Retrieved from https://engagemii.com/aeo/brands/frain
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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