AI Visibility Scorecard
qcollar.com · E-commerce
Borderline visible. AI bots can crawl Q30, 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 6 times
Meta AI · Claude · Perplexity · Apple Intelligence
#25,536 of 738,941 in E-commerce for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
qcollar.com describes itself simply: "Q30 developed the FDA-cleared Q-Collar to protect athletes' and soldiers' from sub-concussion repetitive head impacts. Trusted by pros in football, lacrosse, and more!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, Q30 is crawlable but under-signaled - fixable, and the signals above are where to start.
What is the Q-Collar?
Better protect the brain from repetitive head impacts. Reduce Brain Movement Lightweight Comfort Backed by Science FSA/HSA Eligible Free Size Exchanges FDA-Cleared Technology Buy now
How does it work?
Protect the brain from repetitive head impacts. Learn the Science The Problem - Brain Slosh Hits can make your brain bounce inside your skull. That movement, called “slosh”, is what causes injury. The Solution - Gentle Pressure The Q-Collar presses lightly on the neck, increasing blood volume and reducing brain slosh. Keeps the Brain Locked In Like a seatbelt for your brain, the Q-Collar helps keep it in place.
Is this your brand?
The exact fixes for Q30
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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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Q30 lists 4 products, 3 in stock, priced 19.99 to 249.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qcollar
Cite this score: Engagemii (2026). "AEO Score for Q30." Retrieved from https://engagemii.com/aeo/brands/qcollar
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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