AI Visibility Scorecard
Interfaces › Design Engineering Magazine
interfaces.dev · Media & Entertainment
Borderline visible. AI bots can crawl Interfaces › Design Engineering Magazine, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,234,350 of 1,967,019 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Interfaces › Design Engineering Magazine
from our crawl and measurement
Interfaces › Design Engineering Magazine describes itself simply: "Interfaces is a design engineering magazine about building great interfaces that covers topics such as animation, typography, layout and color." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 4.2/10, Interfaces › Design Engineering Magazine is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes an interface feel great?
I think a lot about what makes an interface feel great.When you go from using a good product to a great one, you can feel the difference. It’s often hard to point to what makes the difference though.It’s usually not a single thing, but instead a lot of small things that add up.wrapDesigning interfaces that feel natural and intuitiveGreat design is invisible.
Is this your brand?
The exact fixes for Interfaces › Design Engineering Magazine
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Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/interfaces-dev
Cite this score: Engagemii (2026). "AEO Score for Interfaces › Design Engineering Magazine." Retrieved from https://engagemii.com/aeo/brands/interfaces-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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