Kuroma Kuroma

willie.lu scores 23/100 for AI Readiness

willie.lu scores 23/100 (grade F) on AI Readiness, audited 11 Aug 2026. Its strongest area is Technical Optimization (31) and its weakest is AI Readiness (13); the biggest single gap is Structured Data Quality at 0/100 (No extractable data structures found — the page is unbroken prose).

Audited URL: https://willie.lu

23/100
Grade
F

This audit is 34 days old. AI answers change between audits, so what AI search sees today may differ from this card.

Updated 34 days ago

Is willie.lu ready for AI search?

Not yet: willie.lu scores 23/100 (grade F). Start with Make This Page’s Facts Extractable and Optimize Mobile Experience.

Category scores

This audit was scored on rubric version 2026-08-11, 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 28
Technical Optimization 31
Authority Signals 23
AI Readiness 13

The 17 checks scored on this page

Every check this audit scored, with what it found on the page. 2 more checks were not scored on this page and are listed below with no score.

On-Page Content

  • Content Depth & Comprehensiveness Needs work 28/100

    Found: 58 words, 1 paragraphs, 2 tables, 64 images (0 with alt text)

    • Content length (58 words) is below recommended minimum of 1,000 words
    • Limited use of lists for scannable content
    • 64 images missing alt text (e.g. images/LU_Architecture_12_small.jpg, images/LU_Architecture_11_small.jpg, images/LU_Architecture_10_small.jpg)
  • Question Coverage & FAQ Presence Not applicable

    Not scored on this page; its weight was spread across the other checks in this category

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

    • No FAQ schema markup detected
    • Few question-based headings
  • Structured Data Quality Fail 0/100

    No JSON-LD structured data found

    • No extractable data structures found — the page is unbroken prose
  • AI Readability Score Pass 95/100

    Average 6 words/sentence. 0 long sentences. Has text formatting.

  • Heading Hierarchy Fail 0/100

    H1: 0, H2: 0, H3: 0. Hierarchy issues.

    • No headings a reader can see
  • Media Accessibility Not applicable

    Not scored on this page; its weight was spread across the other checks in this category

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

    • 64 of 64 content images have no alt text, so their content is invisible to AI search.
    • 64 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
    • This page has 64 images but only ~58 words, so your key information may be trapped in images that AI search can't read.

Technical Optimization

Authority Signals

  • E-E-A-T Signals Fail 7/100

    Experience: 0/10. Expertise: 4/25. Authority: 0/10. Trust: 0/25

    • No author attribution found
    • No publication or update dates found
  • External Citations & References Needs work 35/100

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

  • Trust & Brand Signals Fail 23/100

    Present: SSL, Social Links

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

AI Readiness

  • Answer Box Potential Fail 12/100

    0 definitions, 0 ordered lists, 2 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 Needs work 30/100

    References current year

    • No machine-readable date on the page, so AI cannot tell when it was written
  • Unique Value Proposition Fail 0/100

    0 of 5 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 27/100

    Score: 27/100

  • Raw HTML Availability Needs work 30/100

    58 words readable without JavaScript

    • Only 58 words are readable without JavaScript; AI crawlers run no JavaScript and will see very little of this page.

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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