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AI Visibility Scorecard
PREEN INC
preeninc.com · Food & Beverage
Somewhat visible. AI bots can read PREEN INC, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#32,662 of 1,352,755 in Food & Beverage for AI visibility
6.1
/10
AEO Score
About PREEN INC
from our crawl and measurement
PREEN INC, based in Los Angeles, CA, describes itself simply: "Preen is an internationally award-winning hospitality design and architecture studio established in Los Angeles in 2005, dedicated to creating magical, meaningful spaces that invite." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
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 6.1/10, PREEN INC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PREEN INC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/preeninc
Cite this score: Engagemii (2026). "AEO Score for PREEN INC." Retrieved from https://engagemii.com/aeo/brands/preeninc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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