AI Visibility Scorecard
insidebeer.com · E-commerce
Somewhat visible. AI bots can read Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT
#64,060 of 738,442 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"WINE-ON-TAP SYSTEMS Say goodbye to bottled wine and hello to the ultimate wine experience with Wine-On-Tap Systems!." That is how Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 5.9/10, Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems
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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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Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems lists 1,000+ products, 999 in stock, priced 0.00 to 6,258.79.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/insidebeer
Cite this score: Engagemii (2026). "AEO Score for Insidebeer: Home Brewing Supplies & Draft Beer Cooling Systems." Retrieved from https://engagemii.com/aeo/brands/insidebeer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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