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weitsehsu.com scores 48/100 for AI Readiness

Wei-Tse Hsu (weitsehsu.com) is a Technology site; Kuroma measured its AI Readiness at 48/100 (grade C), audited 10 Aug 2026. Its strongest area is Technical Optimization (76) and its weakest is AI Readiness (32); the biggest single gap is Citation-Worthiness at 0/100 (Limited use of specific statistics).

Audited URL: https://WeiTseHsu.com

48/100
Grade
C

This audit is 37 days old. AI answers change between audits, so what AI search sees today may differ from this card.

Updated 37 days ago

Is weitsehsu.com ready for AI search?

Partly: weitsehsu.com scores 48/100 (grade C). The two fixes that matter most are Add FAQ Schema Markup and Increase Citation-Worthy Content.

Category scores

This audit was scored on rubric version 2026-08-10, not the current 2026-08-13 rubric. Scores are only comparable within one rubric generation, so how much each check counts toward the total is left out. The checks on this page, their verdicts and their scores are exactly what that audit measured. A fresh audit of this site is scored on the current rubric.

On-Page Content 52
Technical Optimization 76
Authority Signals 40
AI Readiness 32

All 19 scored checks

Every check the published rubric scores, with what this audit found on the page.

On-Page Content

  • Content Depth & Comprehensiveness Pass 90/100

    Found: 1205 words, 18 paragraphs, 9 lists, 13 images (13 with alt text)

  • Question Coverage & FAQ Presence Fail 10/100

    No FAQ structure. 0 question headings. 2 questions detected in content

    • No FAQ schema markup detected
    • Few question-based headings
  • Structured Data Quality Needs work 30/100

    1 JSON-LD scripts. Schema types: WebSite

  • AI Readability Score Pass 99/100

    Average 10 words/sentence. 2 long sentences. Has text formatting.

  • Heading Hierarchy Needs work 41/100

    H1: 6, H2: 1, H3: 2. Hierarchy issues.

    • Multiple H1 headings (6) - should have exactly one
    • Heading levels are skipped (H1 straight to H3)
  • Media Accessibility Partial 60/100

    Measures whether images, video, and charts have text equivalents AI can read.

    • 1 images have alt text too short to describe what they show ("Alchemical metadynamics").
    • 12 images have no caption, so AI can't read the takeaway of a chart or diagram without one.

Technical Optimization

Authority Signals

  • E-E-A-T Signals Partial 58/100

    Experience: 0/10. Expertise: 24/25. Authority: 4/10. Trust: 10/25. Has author

  • External Citations & References Needs work 35/100

    49 external links, 0 citation phrases, 0 statistics. No references section.

  • Trust & Brand Signals Needs work 30/100

    Present: SSL, Social Links

    • No privacy policy link found
    • No contact information easily accessible

AI Readiness

  • Answer Box Potential Needs work 35/100

    1 definitions, 0 ordered lists, 0 comparison structures

    • No FAQ structure detected
  • Citation-Worthiness Fail 0/100

    0 original data indicators, 0 percentages, 0 quotes.

    • Limited use of specific statistics
  • Content Freshness Partial 57/100

    References current year. Last modified: 9/20/2024

    • Content appears to be over 6 months old
  • Unique Value Proposition Fail 0/100

    0 of 97 passages carry a figure, 0 set two figures against each other, 0 named versions or models.

    • No passage on the page carries a figure a reader could check
  • AI Discoverability Not measured 78/100

    Score: 78/100

  • Raw HTML Availability Pass 100/100

    1205 words readable without JavaScript

This audit measures citation readiness: how easily AI engines can crawl, extract, and quote these pages. It cannot see the off-site brand footprint (mentions, reviews, third-party coverage) that gates whether AI engines retrieve a brand at all; Kuroma's visibility scans and off-site signals track that side. How the score works

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