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AI Visibility Scorecard

MANA DESIGN / PROTOSTUDIO

MANA DESIGN / PROTOSTUDIO

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protostudio.com · Other

At 3/10, MANA DESIGN / PROTOSTUDIO 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.

Monitoring for AI engine activity

In the Engagemii AEO index

3

/10

AEO Score

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About MANA DESIGN / PROTOSTUDIO

from our crawl and measurement

"MANA INC is a Cicago based internationally recognized design office providing services for architecture, urban design, graphic design, and product design." That is how MANA DESIGN / PROTOSTUDIO introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.

Industry · Other
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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, MANA DESIGN / PROTOSTUDIO is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for MANA DESIGN / PROTOSTUDIO

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MANA DESIGN / PROTOSTUDIO: 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/protostudio

Cite this score: Engagemii (2026). "AEO Score for MANA DESIGN / PROTOSTUDIO." Retrieved from https://engagemii.com/aeo/brands/protostudio

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

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