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AI Visibility Scorecard
Sam Bai Portfolio
sambai.dev · Technology
Borderline visible. AI bots can crawl Sam Bai Portfolio, 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 3 times
ChatGPT · Claude
#1,446,438 of 2,624,033 in Technology for AI visibility
4.4
/10
AEO Score
About Sam Bai Portfolio
from our crawl and measurement
Sam Bai Portfolio, based in Hamilton, Waikato, describes itself simply: "Graduate full-stack developer seeking junior roles at NZ startups. Built 3 production SaaS apps with Next.js, TypeScript, and Supabase. View my portfolio." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
3
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 4.4/10, Sam Bai Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sam Bai Portfolio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sambai-dev
Cite this score: Engagemii (2026). "AEO Score for Sam Bai Portfolio." Retrieved from https://engagemii.com/aeo/brands/sambai-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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