AI Visibility Scorecard
CO Specs
cospecs.com · Media & Entertainment
Somewhat visible. AI bots can read CO Specs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#353,232 of 1,965,746 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About CO Specs
from our crawl and measurement
CO Specs is a business whose own site puts it this way: "CO Specs is your comprehensive A to Z guide to the world’s most popular classic cocktails. For anyone interested in cocktails, whether making them or drinking them, this award winning." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
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
Weak
No inbound links found yet.
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, CO Specs has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT'S IN A NAME?
C & O are the author’s initials. ’Specs’ is bartender parlance; a shortening of ‘specification’ (aka a recipe). This project began as Cas’ work on his own personal recipes, and later morphed into a book — hence ‘the CO Specs’.
International Orders?
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Is this your brand?
The exact fixes for CO Specs
Which AI engines already crawl you
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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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cospecs
Cite this score: Engagemii (2026). "AEO Score for CO Specs." Retrieved from https://engagemii.com/aeo/brands/cospecs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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