AI Visibility Scorecard
The Hard Cider Run
hardciderrun.com · E-commerce
Somewhat visible. AI bots can read The Hard Cider Run, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#135,754 of 738,345 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About The Hard Cider Run
from our crawl and measurement
The Hard Cider Run describes itself simply: "Sign up for The Hard Cider Run - a Virtual Run and complete your 5K anytime, anywhere in the world!." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 5.4/10, The Hard Cider Run has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Hard Cider Run
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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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The Hard Cider Run lists 2 products, 2 in stock, priced 30.00 to 39.00.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hardciderrun
Cite this score: Engagemii (2026). "AEO Score for The Hard Cider Run." Retrieved from https://engagemii.com/aeo/brands/hardciderrun
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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