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AI Visibility Scorecard
Fantastic Mr. Box
teamfmb.com · E-commerce
Borderline visible. AI bots can crawl Fantastic Mr. Box, 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
#182,248 of 520,768 in E-commerce for AI visibility
5
/10
AEO Score
About Fantastic Mr. Box
from our crawl and measurement
"Fantastic Mr. Box is a UK custom packaging design and manufacture company specialising in luxury marketing packaging, retail packaging and ecommerce packaging for premium brands." That is how Fantastic Mr. Box of Belper, Derbyshire introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebSite, Organization, LocalBusiness), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
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
6
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.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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.
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 5/10, Fantastic Mr. Box is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fantastic Mr. Box
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teamfmb
Cite this score: Engagemii (2026). "AEO Score for Fantastic Mr. Box." Retrieved from https://engagemii.com/aeo/brands/teamfmb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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