▲ 0.4 since Jun 2026
#51,123 OF 265,720 IN MANUFACTURING & INDUSTRIAL
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Contract Production Services
cpsmsp.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Contract Production Services, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Meta AI · Claude
#51,123 of 265,720 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Contract Production Services
from our crawl and measurement
Contract Production Services is a business whose own site puts it this way: "Providing world-class co-packing services since 1955 to business and consumer manufacturers across the United States." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
The 6 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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
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 5.4/10, Contract Production Services has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Are You Handling All Your Product Assembly and Packaging In-House?
Our contract packaging process removes the burden of packing , labeling, and shipping from your hands, allowing you to focus on other aspects of your business! As a co-packaging company, we bring our experience and in-house capabilities to you, the manufacturer, to ensure your products are packaged, labeled, and shipped efficiently to their final destination, whether you need display or retail packaging services.
Is this your brand?
The exact fixes for Contract Production Services
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Contract Production Services.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cpsmsp
Cite this score: Engagemii (2026). "AEO Score for Contract Production Services." Retrieved from https://engagemii.com/aeo/brands/cpsmsp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform