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AI Visibility Scorecard
Caleb Likens // UI / UX Engineer, Developer, Designer
likens.dev · Technology
At 2.9/10, Caleb Likens // UI / UX Engineer, Developer, Designer 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.
AI engines read this profile 3 times
Claude · Meta AI
#2,330,054 of 2,627,821 in Technology for AI visibility
2.9
/10
AEO Score
About Caleb Likens // UI / UX Engineer, Developer, Designer
from our crawl and measurement
Caleb Likens // UI / UX Engineer, Developer, Designer is a business whose own site puts it this way: "I'm an engineer and designer that lives by semantics, optimization, standards, and speed to create a fascinating and effective web experience that works for everyone and everything." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
1
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.9/10, Caleb Likens // UI / UX Engineer, Developer, Designer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Caleb Likens // UI / UX Engineer, Developer, Designer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Caleb Likens // UI / UX Engineer, Developer, Designer.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/likens-dev
Cite this score: Engagemii (2026). "AEO Score for Caleb Likens // UI / UX Engineer, Developer, Designer." Retrieved from https://engagemii.com/aeo/brands/likens-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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