AI Visibility Scorecard
Batch 22
drinkbatch22.com · Food & Beverage
Somewhat visible. AI bots can read Batch 22, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#32,120 of 1,394,029 in Food & Beverage for AI visibility
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Batch 22
from our crawl and measurement
Batch 22 describes itself simply: "Discover Batch 22, a smooth, modern take on New American Aquavit. Crafted with bold botanicals for a fresh twist on tradition. Try this unforgettable spirit today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
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
Strong
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
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
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, Batch 22 has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Its origins?
Aquavit, which translates to “water of life,” originated in Scandinavia and has roots that trace back to the 15th century. Traditionally, it is distilled from grain or potatoes, similar to vodka, but aquavit undergoes an additional infusion process to develop its signature flavors. Early versions of aquavit were crafted for medicinal purposes and were thought to promote health and digestion.
Is this your brand?
The exact fixes for Batch 22
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Batch 22.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drinkbatch22
Cite this score: Engagemii (2026). "AEO Score for Batch 22." Retrieved from https://engagemii.com/aeo/brands/drinkbatch22
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform