#115,706 OF 261,978 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-09-19
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AI Visibility Scorecard
Apprentice
apprenticesource.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Apprentice, 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 1 times
ChatGPT
#115,706 of 261,978 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
12
AI Adoption
iBasic · 12/100
About Apprentice
from our crawl and measurement
"The AI-native platform for manufacturing teams. MES, LES, digital work instructions, and agentic AI, connected across your enterprise." That is how Apprentice introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Apprentice is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Apprentice
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Apprentice.
Source & Attribution
Scored by Engagemii on September 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/apprenticesource
Cite this score: Engagemii (2026). "AEO Score for Apprentice." Retrieved from https://engagemii.com/aeo/brands/apprenticesource
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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