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AI Visibility Scorecard
f1oholics
f1oholics.com · E-commerce
Somewhat visible. AI bots can read f1oholics, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#173,923 of 614,094 in E-commerce for AI visibility
5.1
/10
AEO Score
About f1oholics
from our crawl and measurement
"Shop for F1 Merch including customisable F1 Airpod cases, F1 Hoodies, F1 Sweatshirts. New Items added every week." That is how f1oholics introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
1
Inbound links from other sites.
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 5.1/10, f1oholics has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for f1oholics
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 August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/f1oholics
Cite this score: Engagemii (2026). "AEO Score for f1oholics." Retrieved from https://engagemii.com/aeo/brands/f1oholics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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