AI Visibility Scorecard
Utilitarian
utilitarian.world · E-commerce
Borderline visible. AI bots can crawl Utilitarian, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#203,922 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
?
AI Adoption
iNone detected · -/100
About Utilitarian
from our crawl and measurement
Utilitarian · Turn your in-store collection programme into a customer acquisition channel is a Rotterdam business whose own site puts it this way: "Circular economy data infrastructure for retail take-back. Deployed in the Netherlands, expanding across Europe." 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 (Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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, Utilitarian is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Utilitarian?
A platform for retail stores. A customer brings back a returned item, scans a QR code on a poster, and gets a reward. You get their email, the product they brought back, and a verifiable record of where it goes next. All in 20 seconds. No hardware. No app. No IT project. Your browser does not support embedded video. Download the demo: MP4. A customer scans at the collection point.
What are you leaving on the table?
Drag the sliders. The numbers update instantly. Then book a 20-minute walkthrough with your figures. Tell us about your stores. Three sliders. No form. No submit button.
Is this your brand?
The exact fixes for Utilitarian
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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 Utilitarian.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/utilitarian-world
Cite this score: Engagemii (2026). "AEO Score for Utilitarian." Retrieved from https://engagemii.com/aeo/brands/utilitarian-world
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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