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AI Visibility Scorecard
microbritt.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Custom Microfluidics Supplier & Chip Manufacturer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#3,921 of 232,180 in Manufacturing & Industrial for AI visibility
6.4
/10
AEO Score
from our crawl and measurement
Custom Microfluidics Supplier & Chip Manufacturer describes itself simply: "Custom microfluidics supplier and microfluidic chip manufacturer. Design, prototyping and production of microfluidic devices in COC, COP, PMMA, PDMS, glass and 3D-printed resins, from." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.4/10, Custom Microfluidics Supplier & Chip Manufacturer has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Custom Microfluidics Supplier & Chip Manufacturer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/microbritt
Cite this score: Engagemii (2026). "AEO Score for Custom Microfluidics Supplier & Chip Manufacturer." Retrieved from https://engagemii.com/aeo/brands/microbritt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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