AI Visibility Scorecard
Labroratorium
labroratorium.com · Other
Borderline visible. AI bots can crawl Labroratorium, 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
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Labroratorium
from our crawl and measurement
Labroratorium A venture lab turning ideas into MVPs describes itself simply: "Labroratorium is a venture lab and ideas studio that turns rough ideas into fast, revenue-tested MVPs, shipped, iterated, monetized, or archived cleanly." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, Labroratorium is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have an idea worthtesting in reality?
We work with a handful of operators, founders and creative partners every quarter. If you have a sharp idea — or a messy one — write to us. We answer everything we read.Direct [email protected] — operators, founders, creative partnersReply window — 48 hoursPrivate layer — Labnote OS (invite only)FollowLabroratoriumVenture Lab / StudioWorkMethodNotesContact© 2026 Labroratorium Studio
Is this your brand?
The exact fixes for Labroratorium
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 Labroratorium.
Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labroratorium
Cite this score: Engagemii (2026). "AEO Score for Labroratorium." Retrieved from https://engagemii.com/aeo/brands/labroratorium
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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