AI Visibility Scorecard
Icons.com
icons.com · Sports & Recreation
Somewhat visible. AI bots can read Icons.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#7,819 of 251,132 in Sports & Recreation for AI visibility
6
AEO Visibility
iVisible · 6.2/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Icons.com
from our crawl and measurement
Icons.com, based in Airfield Industrial Estate, Christchurch, describes itself simply: "Icons.com is a leading retailer of authentic sports memorabilia signed by the world's best players and legends in football and other sports. Operating globally with a strong...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (Organization, WebSite) and a sitemap and substantial page content, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 6.2/10, Icons.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Icons.com
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Icons.com.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/icons
Cite this score: Engagemii (2026). "AEO Score for Icons.com." Retrieved from https://engagemii.com/aeo/brands/icons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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