AI Visibility Scorecard
scrollwheeltest.com · Technology
Borderline visible. AI bots can crawl Scroll Wheel Test, 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.
AI engines read this profile 2 times
Claude
#2,026,926 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Scroll Wheel Test is a business whose own site puts it this way: "Test your mouse scroll wheel for issues and accuracy with real-time feedback. How accurate will your mouse be?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
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 3.7/10, Scroll Wheel Test is crawlable but under-signaled - fixable, and the signals above are where to start.
What is the mouse scroll wheel test?
Our scroll wheel test is a tool that visualises the precision and reliability of your mouse's scrolling function. Unlike standard scrolling tests that measure speed, this diagnostic tool visually maps every scroll input to detect hardware issues like jitter, reverse scrolling, or missed steps - common problems that disrupt gaming, coding, and browsing.
Why is my scroll wheel not working properly?
Your scroll wheel might be malfunctioning due to dust buildup, worn-out internal components, or software issues. Over time, debris can clog the scroll mechanism, causing erratic jumps or unresponsive scrolling. Some mice also suffer from encoder wear, where the physical components degrade or wear down with heavy use.
How does the mouse scroll wheel test work?
The test works by tracking your scroll wheel's movement patterns in real-time as you scroll.
Can I use this website on mobile?
This tool requires a physical scroll wheel but a laptop trackpad will also work. © 2025 - scrollwheeltest.com
Is this your brand?
The exact fixes for Scroll Wheel Test
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scrollwheeltest
Cite this score: Engagemii (2026). "AEO Score for Scroll Wheel Test." Retrieved from https://engagemii.com/aeo/brands/scrollwheeltest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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