AI Visibility Scorecard
Design Principles
principles.design · Professional Services
Somewhat visible. AI bots can read Design Principles, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#8,846 of 525,803 in Professional Services for AI visibility
7
AEO Visibility
iVisible · 6.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Design Principles
from our crawl and measurement
Design Principles is a business whose own site puts it this way: "A curated collection of design principles used as decision-making frameworks. Practical examples and guidance for teams building products." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 6.5/10, Design Principles has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are Design Principles?
Design principles are clear statements that help teams make consistent decisions and trade-offs when designing products, services, or systems. They articulate what matters most and provide a shared foundation for decision-making.
Why use them?
Applying design principles fosters a cohesive problem-solving approach, promoting efficiency, consistency and user-centricity.
Who uses them?
Organisations, individuals, design system and product teams have benefited from writing and following their principles.Take a look at some examples below.
Is this your brand?
The exact fixes for Design Principles
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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/principles-design
Cite this score: Engagemii (2026). "AEO Score for Design Principles." Retrieved from https://engagemii.com/aeo/brands/principles-design
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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