patrickdunnintl.com redirects to vianarra.com. This page describes the site that domain now serves; the primary profile lives at vianarra.com.
AI visibility score
4.3/ 10Fair

#277,983 of 457,098 in Travel & Hospitality

As of 2026-08-17 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Patrick R. Dunn

Patrick R. Dunn

Unclaimed

patrickdunnintl.com · Travel & Hospitality

Borderline visible. AI bots can crawl Patrick R. Dunn, 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

#277,983 of 457,098 in Travel & Hospitality for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

50

Muse Index Score

i

AI agent readiness

Agent-ready · 50/100

0

AI Adoption

i

None detected · 0/100

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About Patrick R. Dunn

from our crawl and measurement

Guest Experience Audits for Wineries & Hotels describes itself simply: "Guest experience audits and staff storytelling workshops for wineries, boutique hotels, and restaurants. By Patrick R. Dunn." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.

Industry · Travel & Hospitality
Last scored · Aug 17, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Good

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 4.3/10, Patrick R. Dunn is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Why is my wine club conversion dropping when the tasting room still feels busy?

Conversion usually slips for a reason that does not show up on a busy Saturday. The room feels fine, the wine pours, and the one thing that would have turned a first visit into a membership never gets said. It is rarely the tier structure or the price. Most often the story stopped reaching the guest at the bar, and that is the gap Vianarra works on.

What does a Vianarra guest experience audit look at?

The audit follows the whole guest journey, from the driveway to the goodbye. It reads the arrival, the tasting room culture, how staff carry the story, the flow of the space, the wine list, and how it all holds under a peak-hour rush. You get a blunt findings report, the gaps ordered by what they are costing you, and a call to walk through it.

Do you work with hotels and restaurants, or only wineries?

Wineries, boutique hotels and inns, and independent restaurants. The work underneath is the same: finding the story a place already has and building it into how the team talks to the guest in front of them. For hotels that means direct bookings and return stays. For restaurants, regulars and the table-side story. For wineries, wine club conversion and tasting room culture.

Will this turn my staff into a script?

No. A memorized corporate script is usually part of the problem. Vianarra trains front-of-house teams to read a room, hold the welcome when a rush hits, and tell the property's story in their own words.

How is this different from mystery shopping or sales training?

Mystery shopping tells you what happened. Sales training drills a technique. A score tells you your conversion number; this tells you why it is that number, and the why is the part you can actually change. The audit does include a firsthand, guest's-eye visit, but the aim is a service culture that holds on a Tuesday afternoon when no one is watching.

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Source & Attribution

Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Patrick R. Dunn." Retrieved from https://engagemii.com/aeo/brands/patrickdunnintl

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

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