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AI Visibility Scorecard

VNV Architecture + Design

VNV Architecture + Design

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vnvarchitecture.com · Professional Services

At 2.4/10, VNV Architecture + Design 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.

AI engines read this profile 3 times

Claude · Meta AI

#463,200 of 495,831 in Professional Services for AI visibility

2.4

/10

AEO Score

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About VNV Architecture + Design

from our crawl and measurement

VNV Architecture + Design, based in Miami, FL, describes itself simply: "Discover innovative and sustainable architectural design solutions at VILLANUEVA Design Studio in Florida. Transforming visions into distinguished realities with expert craftsmanship." As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.

Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Professional Services
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

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

6

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

AI Discoverability

2

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 2.4/10, VNV Architecture + Design is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for VNV Architecture + Design: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for VNV Architecture + Design." Retrieved from https://engagemii.com/aeo/brands/vnvarchitecture

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

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