AI Visibility Scorecard
4D Experimental
4dexperimental.com · E-commerce
At 1.7/10, 4D Experimental is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#600,167 of 738,520 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 50% of E-commerce companies
2
AEO Visibility
iNear-invisible · 1.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About 4D Experimental
from our crawl and measurement
4D Experimental works in E-commerce. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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
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 1.7/10, 4D Experimental is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 4D Experimental
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 4D Experimental.
4D Experimental lists 16 products, 11 in stock, priced 30.00 to 65.00.
Show all 16 products
- Powsurf Leash · 30.00
- 4D Cyclone Sweatshirt - Olive · 65.00
- 4D Sacred Geometry Hat - Cream white · 35.00
- 4D Sacred Geometry Hat - Black · 35.00 · out of stock
- 4D Racing Division Hat - Black · 30.00
- 4D Frequency Hat · 35.00
- 4D Spike Hat · 35.00
- 4D Cobweb Hat · 35.00
- 4D Cyclone Hat · 35.00
- 4D FMX Hat - Green · 35.00
- 4D FMX Hat - Reverse Red · 35.00
- 4D FMX Hat - Red · 35.00
- 4D Mashup Hat · 35.00 · out of stock
- 4D Racing Division Hat · 35.00 · out of stock
- 4D Calvin Polaris Hat · 30.00 · out of stock
- 4D Calvin Ski-Doo Hat · 30.00 · out of stock
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4dexperimental
Cite this score: Engagemii (2026). "AEO Score for 4D Experimental." Retrieved from https://engagemii.com/aeo/brands/4dexperimental
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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