#51,284 OF 711,715 IN E-COMMERCE
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AI Visibility Scorecard
Roon
feelroon.com · E-commerce
Somewhat visible. AI bots can read Roon, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 51 times
Meta AI · Apple Intelligence · Claude · ChatGPT
#51,284 of 711,715 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Roon
from our crawl and measurement
"Focus pouches for focus and energy, powered by natural nootropics. Zero nicotine, no crash. Shop now. The future of cognitive enhancement." That is how Roon introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 6/10, Roon has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roon
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.
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Source & Attribution
Scored by Engagemii on July 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/feelroon
Cite this score: Engagemii (2026). "AEO Score for Roon." Retrieved from https://engagemii.com/aeo/brands/feelroon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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