mathifylab.com 的 AI Readiness 實測 38/100
數智化實驗室 (mathifylab.com) 的 AI Readiness 實測為 38/100(D 級),檢測日期 2026 年 9 月 11 日。 表現最強的是頁面內容(54 分),最弱的是AI 就緒度(20 分);最大的單一缺口是結構化資料品質,0/100(No extractable data structures in the page's own content — the one list or table this check found sits in the navigation, header, footer or sidebar)。 在 Kuroma 檢測過的 30,898 個網站 中,這個分數低於中位數。
檢測網址: https://mathifylab.com
能挽回最多分數的檢查項目是可爬取性與可存取性:這項占總分 13%,只拿到 31/100,讓總分少了 9 分。
在所有受測網站中低於中位數 中位數 39 · 前四分之一門檻 45 · 樣本為 30,898 個受測網站
mathifylab.com 準備好被 AI 搜尋引用了嗎?
還沒有:mathifylab.com 的實測分數為 38/100(D 級)。 先從這裡開始: Make This Page’s Facts Extractable、Optimize Heading Structure。
類別分數
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。
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Improve Crawlability & AI Crawler Access 最多可 +9 分
位於 https://mathifylab.com · 技術 → 可爬取性與可存取性, 得分 31/100
- 5 of 15 links cannot be followed by a crawler
- The response at mathifylab.com is not a robots.txt file, so AI crawler access could not be verified.
- This page opens 7 distinct paths into the rest of the site; linking to more of it gives crawlers more to find
- Replace placeholder links (href="#", javascript:) with real URLs or remove them
- Serve a plain-text robots.txt at mathifylab.com — the response we received could not be parsed as one
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Increase Citation-Worthy Content 最多可 +7.5 分
位於 https://mathifylab.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
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Add External Citations & References 最多可 +6.9 分
位於 https://mathifylab.com · 權威性 → 外部引用與參考來源, 得分 23/100
- 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
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Strengthen E-E-A-T Signals 最多可 +6.1 分
位於 https://mathifylab.com · 權威性 → E-E-A-T 訊號, 得分 13/100
- No author attribution found
- No publication or update dates found
- Add author byline with name and credentials
- Create detailed author bio pages
- Include "About Us" with company history
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Update Content Freshness 最多可 +5.7 分
位於 https://mathifylab.com · AI 就緒度 → 內容新鮮度, 得分 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
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%
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占總分 6.5%
Found: 942 words, 40 paragraphs, 1 lists, 6 images (3 with alt text)
- Content length (942 words) is below recommended minimum of 1,000 words
- Limited use of lists for scannable content
- 3 images missing alt text (e.g. /logo/logo-single-128.png, data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7, /_next/image/?url=%2Fassets%2Fimages%2Fhome%2Ffounder-envelope.jpg&w=3840&q=75)
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占總分 6.5%
FAQ schema present. 7 question headings. 0 questions detected in content
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占總分 4.5%
3 JSON-LD scripts. Schema types: EducationalOrganization, WebSite, FAQPage
- No extractable data structures in the page's own content — the one list or table this check found sits in the navigation, header, footer or sidebar
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占總分 3%
Average 24 words/sentence. 1 long sentences. Has text formatting.
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占總分 2.8%
H1: 0, H2: 0, H3: 0. Hierarchy issues.
- No headings a reader can see
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占總分 1.8%
Measures whether images, video, and charts have text equivalents AI can read.
- 3 of 6 content images have no alt text, so their content is invisible to AI search.
- 1 images have alt text too short to describe what they show ("Single logo").
- 4 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
技術 占總分 20%
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占總分 1%
3 valid schemas, has Organization, has OpenGraph
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占總分 2%
7 render-blocking resources. 614 elements for 942 words
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占總分 4%
Has viewport. 4 responsive images. has theme-color
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占總分 13%
HTTPS enabled. Has canonical. Indexable. AI crawler access unverified (robots.txt unreadable). 5 placeholder links
- 5 of 15 links cannot be followed by a crawler
- The response at mathifylab.com is not a robots.txt file, so AI crawler access could not be verified.
權威性 占總分 25%
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占總分 7%
Experience: 0/10. Expertise: 0/25. Authority: 8/25. Trust: 0/25
- No author attribution found
- No publication or update dates found
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占總分 9%
2 external links, 0 citation phrases, 1 statistics. No references section.
- Few external citations to authoritative sources
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占總分 9%
Present: Publisher schema (6 identity properties), Privacy Policy, Social profiles (1)
- No about or company page linked from this page
- No contact information easily accessible
AI 就緒度 占總分 30%
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占總分 7.2%
0 of 0 headings open a quotable passage, 1 definitions, 0 comparison structures, FAQ schema
- No passage an assistant could quote whole
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占總分 7.5%
0 original data indicators, 1 percentages, 0 quotes.
- Limited use of specific statistics
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占總分 5.7%
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
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占總分 5.1%
1 of 57 passages carry a figure, 0 set two figures against each other, 0 named versions or models.
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占總分 3%
Score: 78/100
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占總分 1.5%
942 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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