AI Visibility Scorecard
Gridlabel Studio
gridlabelstudio.com · Technology
At 1.21/10, Gridlabel Studio is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →1.21
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Transactable · 45/100
Technology average 17
See what's behind this score →0
About Gridlabel Studio
from our crawl and measurement
"Free browser-based generator for printable Gridfinity bin labels in PNG and SVG at exact millimetre sizes, with 75 workshop, kitchen, office and craft icons and a batch mode." That is how Gridlabel Studio introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.21 out of 10.
Our crawl found structured data on the page (WebApplication, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Gridlabel Studio
- Website ·
- gridlabelstudio.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.21/10, Gridlabel Studio is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to label your Gridfinity bins so you actually find things?
Gridfinity solves the geometry of a drawer — a 42 mm grid, bins that stay where you put them. What it does not solve is memory. A drawer of 30 identical grey bins is a drawer you will still be digging through in six months. Labels are the cheap half of the system, and they are the half most people skip.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gridlabelstudio
Cite this score: Engagemii (2026). "AEO Score for Gridlabel Studio." Retrieved from https://engagemii.com/aeo/brands/gridlabelstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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