AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
3.6/ 10

#937,399 OF 1,387,881 IN FOOD & BEVERAGE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Lassiter Family Vineyard

Lassiter Family Vineyard

Unclaimed

lassitervines.com · Food & Beverage

Borderline visible. AI bots can crawl Lassiter Family Vineyard, 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 1 times

Claude

#937,399 of 1,387,881 in Food & Beverage for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

20

Muse Index Score

i

AI agent readiness

Agent-ready · 20/100

0

AI Adoption

i

None detected · 0/100

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About Lassiter Family Vineyard

from our crawl and measurement

Lassiter Family Vineyard describes itself simply: "View Collection MVINYO Our Argentine offering MVINYO (pronounced veen-yo), derived from the Swahili language, translates to wine in English." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data, basic crawler access 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 there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

8

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

5

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

AI Discoverability

5

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

1

Established authority for your domain.

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 3.6/10, Lassiter Family Vineyard is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Lassiter Family Vineyard: 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/lassitervines

Cite this score: Engagemii (2026). "AEO Score for Lassiter Family Vineyard." Retrieved from https://engagemii.com/aeo/brands/lassitervines

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

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