AI Visibility Scorecard
The Whisky Guide
thewhiskyguide.com · Food & Beverage
Borderline visible. AI bots can crawl The Whisky Guide, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI · Perplexity
#16,819 of 1,392,211 in Food & Beverage for AI visibility
2
5
AEO Visibility
iBorderline · 4.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About The Whisky Guide
from our crawl and measurement
The Whisky Guide is a business whose own site puts it this way: ", Your Guide to Understanding Alcohol Tolerance Stephen Myers 22 July 2024 Whisky Guides No Comments Whiskey, a beloved spirit with a rich history and diverse range of flavours, is often." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Fair
Established authority for your domain.
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 4.7/10, The Whisky Guide is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Much Whiskey Does It Take to Get Drunk? – Your Guide to Understanding Alcohol Tolerance?
Stephen Myers 22 July 2024 Whisky Guides No Comments Whiskey, a beloved spirit with a rich history and diverse range of flavours, is often enjoyed in social settings or as a quiet evening indulgence. While many appreciate its … [Continue Reading...]
What Is The Smoothest Whiskey To Drink Straight?
Stephen Myers 24 June 2024 Brands, Whisky Guides No Comments Drinking whiskey straight is a refined experience, allowing one to appreciate the craftsmanship behind each bottle fully. Additionally, we’ll delve into some top contenders for the title of the … [Continue Reading...]
How To Drink Scotch Whisky Single Malt: Straight, Rocks, or Mix?
Stephen Myers 23 December 2021 Brands, Old Whisky News, Whisky Guides No Comments Straight up, let’s get one thing clear: There are no pre-set rules for consuming Scotch whisky. And there is no straight answer to this question. I would say that … [Continue Reading...]
Is this your brand?
The exact fixes for The Whisky Guide
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Whisky Guide.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thewhiskyguide
Cite this score: Engagemii (2026). "AEO Score for The Whisky Guide." Retrieved from https://engagemii.com/aeo/brands/thewhiskyguide
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