▼ 0.5 since Jun 2026
#2,243 OF 264,030 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Atomica
atomica.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Atomica, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence
#2,243 of 264,030 in Manufacturing & Industrial for AI visibility
7
AEO Visibility
iVisible · 6.5/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
8
AI Adoption
iBasic · 8/100
About Atomica
from our crawl and measurement
Atomica, based in Goleta, CA, describes itself simply: "Atomica is a U.S.-based pure-play microfabrication foundry supporting rapid prototyping and scalable production for MEMS, photonics, sensors, and biochips." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Corporation, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.5/10, Atomica has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Atomica?
Atomica’s ability to deliver rapid prototyping and scalable production is built on five key differentiators. Together, they help reduce development risk, improve execution, and create a more direct path from early concepts to manufacturable products. A manufacturable path from prototype to production Engineering Collaboration: Cross-functional support across design, materials, fabrication, and testing.
Is this your brand?
The exact fixes for Atomica
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Atomica.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atomica
Cite this score: Engagemii (2026). "AEO Score for Atomica." Retrieved from https://engagemii.com/aeo/brands/atomica
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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