AI Visibility Scorecard
NECO Labs
necolabs.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl NECO Labs, 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 7 times
Claude · Meta AI · ShapBot
#71,106 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About NECO Labs
from our crawl and measurement
"NECO is a leader in on-demand production part manufacturing. Get quotes for 3D printing, CNC machining, and design services." That is how NECO Labs introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
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 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, NECO Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose NECO Labs?
Premium Customer SupportInstead of placing our focus on raw customer numbers, we focus on the development of our customers by treating all product developers like the true business partners they are.Reduce CostEliminate tooling expenses & reduce carrying costs of inventory with our NECO Labs 3D Printing Service.Building Better Products100% quality control and traceability is our standard, not our goal.
Is this your brand?
The exact fixes for NECO Labs
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 NECO Labs.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/necolabs
Cite this score: Engagemii (2026). "AEO Score for NECO Labs." Retrieved from https://engagemii.com/aeo/brands/necolabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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