AI Visibility Scorecard
numinagroup.com · Technology
Borderline visible. AI bots can crawl Numina Group, 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 4 times
Claude · Perplexity
#361,611 of 2,704,887 in Technology for AI visibility
75
5
AEO Visibility
iBorderline · 5/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Numina Group, based in Woodridge, IL, describes itself simply: "Numina Group is a turnkey end-to-end warehouse automation integrator with 40+ years of experience delivering software and material handling solutions matched to your operations." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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 5/10, Numina Group is crawlable but under-signaled - fixable, and the signals above are where to start.
1. Autonomous Mobile Robot (AMR) and Voice Picking
Real-time Distribution Software (RDS) Order Release and Pick by Voice, combined with our Gen 3 advanced AMRs, support both large capacity batch cart picking and mixed case pick-to-pallet applications. The RDS application module, Batchbot™, unites people and robots to enable faster picking by reducing walk time by 50% and increasing operator pick rates by 50-100%. Numina's latest generation 3,300 lbs. capacity AMRs can pick up to 30 orders per mission, boosting productivity to the industry's highest hourly AMR pick rates.
2. Robotic GTP
Robotic GTP optimizes product storage, retrieval, and order picking. Voice and pick-to-light order consolidation walls at the GTP workstations batch pick 32 orders at a time, increasing picks per tote visit and achieving over 300 line picks per hour for higher productivity. Our conveyor-based pack automation technologies combine pick and pack to carton processes with in-line scan-weight vision content audit, automatic and semi-automatic documentation print & insert, taper-sealers, scan-label-auto-manifest, SLAM, and shipping sortation for end-to-end GTP pick, pack, and ship order fulfillment a
3. Voice Directed Batch Cart Picking
Pick by Voice using mobile wearable computers, hands-free camera-based scanners, and wireless headsets improves pick rates by 20-30% over RF terminal picking technology. Combining voice picking with optimized order release, cartonization, and batch cart order assignment logic reduces walk time, pick time, and enhances pack validation for a leaner, faster, and highly accurate single-step order picking process.
4. High Performance Pick Module
Optimized multi-level storage and picking solutions provide high-capacity A, B, and C mover product storage in the same module, with 225+ lines/hr. pick rates using RDS Voice Picking for case picking and pick direct-to-shipping carton applications.
5. Pick to Light
RDS pick-to-light (PTL) displays include push-button confirmation for each action, directing the fastest pick rates in dense storage, high-moving SKU pick zones. PTL is also well-suited for sort-by-light and order consolidation put walls used in Goods to Person picking and warehouse order picking when consolidating picks from multiple zones.
6. Auto Scan, Weigh, Vision Audit and Labeling
Automatically scan, label, apply and manifest (S.L.A.M). This technology scans, weighs, dims, and captures images of cases and carton contents for order validation and improved customer service. This data can also be combined with print and apply labeling to automate the application of retail compliance, carrier shipping labels, and manifesting.
7. Print and Apply Labeling and Manifesting
Automatically manifest, print, and apply shipping labels without any manual touches. Automatically print and apply shipping labels, parcel carrier and LTL order identifying labels, packing slips or a full 8.5” x 11” packing sheet.
8. PFI Document Print and Insertion
Automatically insert packing slips, product specific instructions, marketing materials, or compliance documentation at a rate of 12 cartons per hour.
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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.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numinagroup
Cite this score: Engagemii (2026). "AEO Score for Numina Group." Retrieved from https://engagemii.com/aeo/brands/numinagroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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