AI Visibility Scorecard
buildidealis.com · Technology
Borderline visible. AI bots can crawl Idealis Design, 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.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Perplexity
#1,299,540 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Idealis Design describes itself simply: "Idealis is the product design studio of design leader, Mariesa Lenz. She helps companies tie their customer's voice to product direction and build what matters most." When AI engines look at it, they find little to work with. It scores 4.0 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.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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.
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.
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 4/10, Idealis Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Are you an Ideālist?
The best early-stage teams don’t wait for certainty. They build the smallest real thing that tells them the truth, put it in front of users, and let evidence set the direction. That’s how I work, and who I work best with: founders who would rather have a working prototype and real signal in a few weeks than a polished strategy deck and another quarter of debate.
Is this your brand?
The exact fixes for Idealis Design
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/buildidealis
Cite this score: Engagemii (2026). "AEO Score for Idealis Design." Retrieved from https://engagemii.com/aeo/brands/buildidealis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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