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AI Visibility Scorecard

Cocktail Spec & Menu Builder

Name: Cocktail Spec & Menu Builder - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T19:40:21.302Z
License: https://creativecommons.org/licenses/by/4.0/

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getspecsmith.com · Food & Beverage

At 1.3/10, Cocktail Spec & Menu Builder is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,706,278 of 1,710,448 in Food & Beverage for AI visibility

1.3

/10

AEO Score

About Cocktail Spec & Menu Builder

from our crawl and measurement

Cocktail Spec & Menu Builder is a business whose own site puts it this way: "Design premium cocktail menus, parse recipes from spec sheets instantly, model flavor profiles, and organize programs." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.3 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Food & Beverage

Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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 1.3/10, Cocktail Spec & Menu Builder is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Cocktail Spec & Menu Builder: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/getspecsmith

Cite this score: Engagemii (2026). "AEO Score for Cocktail Spec & Menu Builder." Retrieved from https://engagemii.com/aeo/brands/getspecsmith

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.