Kuroma Kuroma

learntogethers.com 的 AI Readiness 實測 42/100

- Learning Together (learntogethers.com) 的 AI Readiness 實測為 42/100（D 級），檢測日期 2026 年 10 月 21 日。 表現最強的是技術（59 分），最弱的是權威性（29 分）；最大的單一缺口是結構化資料品質，0/100（No extractable data structures found — the page is unbroken prose）。 在 Kuroma 檢測過的 31,080 個網站 中，這個分數高於中位數。

檢測網址: https://learntogethers.com

42/100
等級
D

能挽回最多分數的檢查項目是外部引用與參考來源：這項占總分 9%，只拿到 0/100，讓總分少了 9 分。

這次檢測距今已 9 天。AI 的回答會隨時間改變，現在 AI 搜尋看到的情況可能和這張成績單不同。

9 天前更新

在所有受測網站中高於中位數 中位數 39 · 前四分之一門檻 45 · 樣本為 31,080 個受測網站

learntogethers.com 準備好被 AI 搜尋引用了嗎？

還沒有：learntogethers.com 的實測分數為 42/100（D 級）。 先從這裡開始： Make This Page’s Facts Extractable、Add External Citations & References。

類別分數

頁面內容 占總分 25% 54
技術 占總分 20% 59
權威性 占總分 25% 29
AI 就緒度 占總分 30% 33

優先修正項目（依可挽回的分數排序）

排序依據是各項檢查的占分乘以落差，因此排最前面的是收益最大的修正，不一定是分數最低的檢查。

  1. Add External Citations & References 最多可 +9 分

    位於 https://learntogethers.com · 權威性 → 外部引用與參考來源, 得分 0/100

    • 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. Increase Citation-Worthy Content 最多可 +7.5 分

    位於 https://learntogethers.com · AI 就緒度 → 值得被引用度, 得分 0/100

    • Limited use of specific statistics
    • Conduct original research or surveys
    • Include specific statistics with sources
    • Add expert quotes and interviews
  3. Improve Crawlability & AI Crawler Access 最多可 +6.4 分

    位於 https://learntogethers.com · 技術 → 可爬取性與可存取性, 得分 51/100

    • The response at learntogethers.com is not a robots.txt file, so AI crawler access could not be verified.
    • This page opens 27 distinct paths into the rest of the site; linking to more of it gives crawlers more to find
    • Serve a plain-text robots.txt at learntogethers.com — the response we received could not be parsed as one
  4. Add Trust Signals 最多可 +6.2 分

    位於 https://learntogethers.com · 權威性 → 信任與品牌訊號, 得分 31/100

    • No privacy policy link found
    • No contact information easily accessible
    • Add a privacy policy page and link to it in the footer
    • Your Organization schema declares 3 of the identity properties engines read; add the rest (name, url, logo, sameAs, contactPoint, address)
    • Add clear contact options (form, email, phone)
  5. Improve Unique Value Proposition 最多可 +4.8 分

    位於 https://learntogethers.com · AI 就緒度 → 獨特價值主張, 得分 5/100

    • No passage on the page carries a figure a reader could check
    • Put a measured number in the sentences that describe what you do: a price, a percentage, a latency, a volume
    • Set a figure against something in the same sentence: a before and after, your price against the list price, your number against the alternative
    • Widen the evidence: prices, percentages, measured magnitudes and volumes each answer a different question about the same claim

全部 19 項評分檢查

公開評分標準的每一項檢查，以及本次檢測在頁面上實際看到的內容。

頁面內容 占總分 25%

  • 內容深度與完整性 部分符合 68/100

    占總分 6.5%

    Found: 795 words, 24 paragraphs, 27 images (24 with alt text)

    • Content length (795 words) is below recommended minimum of 1,000 words
    • Limited use of lists for scannable content
    • 3 images missing alt text
  • 問題涵蓋度與 FAQ 存在與否 部分符合 73/100

    占總分 6.5%

    No FAQ structure. 8 question headings. 0 questions detected in content

    • No FAQ schema markup detected
  • 結構化資料品質 未通過 0/100

    占總分 4.5%

    1 JSON-LD scripts. Schema types: WebPage, BreadcrumbList, WebSite, Organization

    • No extractable data structures found — the page is unbroken prose
  • AI 可讀性分數 部分符合 70/100

    占總分 3%

    Average 13 words/sentence. 0 long sentences. No text formatting.

  • 標題階層 待改善 40/100

    占總分 2.8%

    H1: 0, H2: 24, H3: 8. Hierarchy issues.

    • Missing H1 heading
  • 媒體無障礙性 部分符合 63/100

    占總分 1.8%

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

    • 3 of 27 content images have no alt text, so their content is invisible to AI search.
    • 24 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
    • This page has 27 images but only ~795 words, so your key information may be trapped in images that AI search can't read.

技術 占總分 20%

  • Schema 標記完整性 通過 90/100

    占總分 1%

    1 valid schemas, has Organization, has OpenGraph

  • 頁面效能指標 待改善 43/100

    占總分 2%

    Fetch succeeded but was slow (4200ms). 18 render-blocking resources. 382 elements for 795 words

    • Server response was slow (4200ms; threshold 3000ms), which risks crawler fetch timeouts
    • 18 render-blocking scripts and stylesheets load before this page can appear
  • 行動裝置優化 通過 85/100

    占總分 4%

    Has viewport. 18 responsive images

  • 可爬取性與可存取性 部分符合 51/100

    占總分 13%

    HTTPS enabled. Has canonical. Indexable. AI crawler access unverified (robots.txt unreadable). 1 placeholder links

    • The response at learntogethers.com is not a robots.txt file, so AI crawler access could not be verified.

權威性 占總分 25%

  • E-E-A-T 訊號 部分符合 62/100

    占總分 7%

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

  • 外部引用與參考來源 未通過 0/100

    占總分 9%

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

    • Few external citations to authoritative sources
  • 信任與品牌訊號 待改善 31/100

    占總分 9%

    Present: About page, Publisher schema (3 identity properties)

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

AI 就緒度 占總分 30%

  • 答案框潛力 部分符合 59/100

    占總分 7.2%

    11 of 32 headings open a quotable passage, 0 definitions, 0 comparison structures

  • 值得被引用度 未通過 0/100

    占總分 7.5%

    0 original data indicators, 0 percentages, 0 quotes.

    • Limited use of specific statistics
  • 內容新鮮度 待改善 45/100

    占總分 5.7%

    References last year. Last modified: 2/8/2023

    • Content appears to be over 6 months old
  • 獨特價值主張 未通過 5/100

    占總分 5.1%

    0 of 51 passages carry a figure, 0 set two figures against each other, 1 named versions or models.

    • No passage on the page carries a figure a reader could check
  • AI 可發現性 未檢測 43/100

    占總分 3%

    Score: 43/100

  • 原始 HTML 可用性 通過 100/100

    占總分 1.5%

    795 words readable without JavaScript

本次檢測衡量的是引用就緒度：AI 引擎能多容易地爬取、擷取並引述這些頁面。它無法看見站外品牌足跡（提及、評論、第三方報導），而這些足跡決定了 AI 引擎是否會檢索某個品牌；Kuroma 的能見度掃描與站外訊號負責追蹤那一面。 評分方式說明

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