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AI Visibility Scorecard

Columbus Circle Wine and Spirits

Columbus Circle Wine and Spirits

Unclaimed

columbuscirclewine.com · E-commerce

Somewhat visible. AI bots can read Columbus Circle Wine and Spirits, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Meta AI · Claude

#178,201 of 671,638 in E-commerce for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

0

AI Adoption

i

None detected · 0/100

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About Columbus Circle Wine and Spirits

from our crawl and measurement

Columbus Circle Wine and Spirits is a business whose own site puts it this way: "Columbus Circle Wine and Spirits has been a premier family owned wine retail destination for over 90 years." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · E-commerce
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 5.1/10, Columbus Circle Wine and Spirits has a working base to build on - fixable, and the signals above are where to start.

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Picked for Columbus Circle Wine and Spirits: 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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Columbus Circle Wine and Spirits." Retrieved from https://engagemii.com/aeo/brands/columbuscirclewine

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

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