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AI Visibility Scorecard

Valentina Leoni Architecture

Valentina Leoni Architecture

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valentinaleoni.com · Education

At 3/10, Valentina Leoni Architecture 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 2 times

Claude · Apple Intelligence

#795,683 of 876,918 in Education for AI visibility

3

/10

AEO Score

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About Valentina Leoni Architecture

from our crawl and measurement

"Valentina Leoni Architecture is a San Francisco-based design studio creating architecture that feels personal, supports well-being, and enriches the quality of daily life." That is how Valentina Leoni Architecture introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

On the page it is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, 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. The business dates to 2024.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

4

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

4

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 3/10, Valentina Leoni Architecture is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Valentina Leoni Architecture

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Valentina Leoni Architecture: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Valentina Leoni Architecture." Retrieved from https://engagemii.com/aeo/brands/valentinaleoni

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

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