AI Visibility Scorecard
Tin Play
tinplay.com · E-commerce
Somewhat visible. AI bots can read Tin Play, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Amazon Alexa · ChatGPT · Claude · Meta AI
#45,457 of 738,283 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.1/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Tin Play
from our crawl and measurement
Tin Play, based in La Mesa, CA, describes itself simply: "Smart bar mixer sets for consumers and bar-owners. The perfect gift for a friend or loved one. Follow our easy-to-make cocktail recipes that will impress your friends, while making it fun." Its AI visibility score is 6.1 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 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
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.
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 6.1/10, Tin Play has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tin Play
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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.
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Tin Play lists 6 products, 6 in stock, priced 4.99 to 34.99.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tinplay
Cite this score: Engagemii (2026). "AEO Score for Tin Play." Retrieved from https://engagemii.com/aeo/brands/tinplay
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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