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AI Visibility Scorecard
Happy Net Box by Ben Brown
happynetbox.com · Other
Somewhat visible. AI bots can read Happy Net Box by Ben Brown, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
5.4
/10
AEO Score
About Happy Net Box by Ben Brown
from our crawl and measurement
"Happy Net Box Happy Net Box is an experimental internet social experience based on the arcane and near-forgotten retro internet protocol known as FINGER." That is how Happy Net Box by Ben Brown introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
0
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 5.4/10, Happy Net Box by Ben Brown has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Happy Net Box by Ben Brown
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/happynetbox
Cite this score: Engagemii (2026). "AEO Score for Happy Net Box by Ben Brown." Retrieved from https://engagemii.com/aeo/brands/happynetbox
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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