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AI Visibility Scorecard

ClubGrub

ClubGrub

Unclaimed
⚠ Identity mismatch

golfvodka.com · Technology

Borderline visible. AI bots can crawl ClubGrub, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,408,481 of 2,664,911 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

60

Muse Index Score

i

AI agent readiness

Transactable · 60/100

0

AI Adoption

i

None detected · 0/100

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About ClubGrub

from our crawl and measurement

Mobile F&B Ordering for Clubs, Courses, Resorts and Communities is a White Plains, NY business whose own site puts it this way: "ClubGrub is the fully-managed, GPS-based mobile F&B ordering platform for private clubs, golf courses, resorts and communities." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

Our crawl found structured data on the page (Organization, WebSite, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Technology
Last scored · Sep 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.4/10, ClubGrub is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for ClubGrub: How-To

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 portal

Free signup unlocks the full article plus your personalized AEO fix list for ClubGrub.

Source & Attribution

Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for ClubGrub." Retrieved from https://engagemii.com/aeo/brands/golfvodka

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

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