Kuroma Kuroma

tutorabc.com 的 AI Readiness 實測 57/100

TutorABC (tutorabc.com) 是 AI / Machine Learning 類網站；Kuroma 實測其 AI Readiness 為 57/100（B 級），檢測日期 2026 年 8 月 16 日。 表現最強的是技術（82 分），最弱的是權威性（36 分）；最大的單一缺口是 Content Freshness，0/100（No recent year references in content）。 在 Kuroma 檢測過的 103 個 EdTech 類網站 中，這個分數排在前四分之一。

Audited URL: https://tutorabc.com

57/100
Grade
B

Good foundation. Implementing recommendations could significantly boost visibility.

Updated 4 days ago

Top 25% in EdTech Median 48 · Top quartile 55 · across 103 audited sites in EdTech

tutorabc.com 準備好被 AI 搜尋引用了嗎？

大致可以，仍有缺口：tutorabc.com 的實測分數為 57/100（B 級）。 要補的缺口是 Update Content Freshness、Add External Citations & References。

Category scores

On-Page Content 25% of the score 69
Technical Optimization 20% of the score 82
Authority Signals 25% of the score 36
AI Readiness 30% of the score 48

Top fixes, ranked by points recovered

Ranked by each check's share of the overall score times how far it fell short, so the biggest number is the biggest win, not the lowest score.

  1. Add External Citations & References up to +7.2 pts

    On https://tutorabc.com · Authority Signals → External Citations & References, scored 20/100

    • Few external citations to authoritative sources
    • Add links to reputable sources that support your claims
    • Use citation language like "according to..." or "research shows..."
    • Add a references or sources section
  2. Update Content Freshness up to +5.7 pts

    On https://tutorabc.com · AI Readiness → Content Freshness, scored 0/100

    • No recent year references in content
    • No machine-readable date on the page, so AI cannot tell when it was written
    • Update statistics and data to 2026
    • Add article:modified_time meta tag
    • Include "Last updated: [date]" visibly on page
  3. Add Trust Signals up to +4.8 pts

    On https://tutorabc.com · Authority Signals → Trust & Brand Signals, scored 47/100

    • No privacy policy link found
    • No about or company page linked from this page
    • Add a privacy policy page and link to it in the footer
    • Link to an about page that says who publishes this site
    • Add customer testimonials or reviews
  4. Strengthen E-E-A-T Signals up to +4.1 pts

    On https://tutorabc.com · Authority Signals → E-E-A-T Signals, scored 42/100

    • No publication or update dates found
    • Add author byline with name and credentials
    • Create detailed author bio pages
    • Include "About Us" with company history
  5. Increase Citation-Worthy Content up to +3 pts

    On https://tutorabc.com · AI Readiness → Citation-Worthiness, scored 60/100

    • Conduct original research or surveys
    • Include specific statistics with sources
    • Add expert quotes and interviews

All 19 scored checks

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

On-Page Content 25% of the score

  • Content Depth & Comprehensiveness Pass 90/100

    6.5% of the overall score

    Found: 2247 words, 40 paragraphs, 40 lists, 58 images (44 with alt text)

    • 14 images missing alt text
  • Question Coverage & FAQ Presence Partial 65/100

    6.5% of the overall score

    FAQ schema present. 0 question headings. 0 questions detected in content

  • Structured Data Quality Needs work 45/100

    4.5% of the overall score

    2 JSON-LD scripts. Schema types: EducationalOrganization, LocalBusiness, FAQPage

  • AI Readability Score Partial 70/100

    3% of the overall score

    Average 7 words/sentence. 0 long sentences. No text formatting.

  • Heading Hierarchy Pass 88/100

    2.8% of the overall score

    H1: 1, H2: 9, H3: 40. Hierarchy issues.

    • Heading levels are skipped (H1 straight to H3)
  • Media Accessibility Needs work 42/100

    1.8% of the overall score

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

    • 14 images have generic or filename-only alt text ("logo", "logo", "logo") that tells AI nothing about the content.
    • 30 images have alt text too short to describe what they show ("banner-image", "banner-image", "banner-image").
    • 29 images have no caption, so AI can't read the takeaway of a chart or diagram without one.

Technical Optimization 20% of the score

  • Schema Markup Completeness Pass 100/100

    1% of the overall score

    2 valid schemas, has Organization, has OpenGraph

  • Page Performance Indicators Pass 90/100

    2% of the overall score

    4 render-blocking resources. 2072 elements for 2247 words

  • Mobile Optimization Partial 60/100

    4% of the overall score

    Has viewport. 10 responsive images

  • Crawlability & Accessibility Pass 86/100

    13% of the overall score

    HTTPS enabled. Has canonical. Indexable. All scored AI crawlers allowed

    • Canonical URL does not match page URL

Authority Signals 25% of the score

  • E-E-A-T Signals Needs work 42/100

    7% of the overall score

    Experience: 0/10. Expertise: 14/25. Authority: 8/25. Trust: 0/25. Has author

    • No publication or update dates found
  • External Citations & References Fail 20/100

    9% of the overall score

    0 external links, 0 citation phrases, 9 statistics. No references section.

    • Few external citations to authoritative sources
  • Trust & Brand Signals Needs work 47/100

    9% of the overall score

    Present: Publisher schema (8 identity properties), Contact

    • No privacy policy link found
    • No about or company page linked from this page

AI Readiness 30% of the score

  • Answer Box Potential Partial 62/100

    7.2% of the overall score

    6 of 53 headings open a quotable passage, 0 definitions, 0 comparison structures, FAQ schema

  • Citation-Worthiness Partial 60/100

    7.5% of the overall score

    0 original data indicators, 6 percentages, 0 quotes.

  • Content Freshness Fail 0/100

    5.7% of the overall score

    No recent year references

    • No recent year references in content
    • No machine-readable date on the page, so AI cannot tell when it was written
  • Unique Value Proposition Needs work 48/100

    5.1% of the overall score

    7 of 141 passages carry a figure, 2 set two figures against each other, 0 named versions or models.

  • AI Discoverability Not measured 52/100

    3% of the overall score

    Score: 52/100

  • Raw HTML Availability Pass 100/100

    1.5% of the overall score

    2247 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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How Kuroma scores AI Readiness · Every published AI Readiness score card · AI Readiness benchmark for AI / Machine Learning · Run a free AI Readiness audit

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AI Readiness across ChatGPT, Claude, Gemini, Perplexity & Google AI · kuroma.ai