Kuroma Kuroma

www.liphag.com scores 40/100 for AI Readiness

Company (www.liphag.com) scores 40/100 (grade D) on AI Readiness, audited 24 Oct 2026. Its strongest area is On-Page Content (48) and its weakest is AI Readiness (25); the biggest single gap is Structured Data Quality at 0/100 (No extractable data structures in the page's own content — the 3 lists and tables this check found all sit in the navigation, header, footer or sidebar). That places it above the median of the 31,080 sites Kuroma has audited.

Audited URL: https://www.liphag.com

40/100
Grade
D

The most points to recover are in Crawlability & Accessibility: it scored 36/100 on a check worth 13% of the total, which takes 8.3 points off the overall score.

Updated 6 days ago

Above the median of all audited sites Median 39 · Top quartile 45 · across 31,080 audited sites

Is www.liphag.com ready for AI search?

Not yet: www.liphag.com scores 40/100 (grade D). Start with Make This Page’s Facts Extractable and Add FAQ Schema Markup.

Category scores

On-Page Content 25% of the score 48
Technical Optimization 20% of the score 47
Authority Signals 25% of the score 43
AI Readiness 30% of the score 25

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. Improve Crawlability & AI Crawler Access up to +8.3 pts

    On https://www.liphag.com · Technical Optimization → Crawlability & Accessibility, scored 36/100

    • 8 of 23 links cannot be followed by a crawler
    • The response at www.liphag.com is not a robots.txt file, so AI crawler access could not be verified.
    • This page opens 14 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 www.liphag.com — the response we received could not be parsed as one
  2. Add External Citations & References up to +6.9 pts

    On https://www.liphag.com · Authority Signals → External Citations & References, scored 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..."
    • Include specific statistics and data points - AI loves citing numbers
  3. Increase Citation-Worthy Content up to +6 pts

    On https://www.liphag.com · AI Readiness → Citation-Worthiness, scored 20/100

    • Limited use of specific statistics
    • Conduct original research or surveys
    • Include specific statistics with sources
    • Add expert quotes and interviews
  4. Update Content Freshness up to +5.7 pts

    On https://www.liphag.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
  5. Add FAQ Schema Markup up to +5.3 pts

    On https://www.liphag.com · On-Page Content → Question Coverage & FAQ Presence, scored 19/100

    • No FAQ schema markup detected
    • Few question-based headings
    • Identify the top 5-10 questions your audience asks
    • Create a dedicated FAQ section on this page
    • Add FAQPage schema markup (see code below)

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 98/100

    6.5% of the overall score

    Found: 1,806 words, 37 paragraphs, 5 lists, 11 images (9 with alt text)

    • 2 images missing alt text (e.g. /system/files-encrypted/nasdaq_kms/inline-images/liph_company_2063503445_50.jpg, /system/files-encrypted/nasdaq_kms/inline-images/company-where-expertise-meets-dedication.jpg)
  • Question Coverage & FAQ Presence Fail 19/100

    6.5% of the overall score

    No FAQ structure. 1 question headings. 0 questions detected in content

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

    4.5% of the overall score

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

    • No extractable data structures in the page's own content — the 3 lists and tables this check found all sit in the navigation, header, footer or sidebar
  • AI Readability Score Partial 50/100

    3% of the overall score

    Average 20 words/sentence. 28 long sentences. No text formatting.

    • 28 sentences exceed 25 words
  • Heading Hierarchy Pass 81/100

    2.8% of the overall score

    H1: 1, H2: 4, H3: 0. Proper hierarchy.

  • Media Accessibility Needs work 41/100

    1.8% of the overall score

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

    • 2 of 11 content images have no alt text, so their content is invisible to AI search.
    • 6 images have alt text too short to describe what they show ("Phillip Campbell", "Gary Cheng", "Leo Wang").
    • 8 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
    • 1 video(s) have no transcript or captions, so AI search treats them as a blank space.

Technical Optimization 20% of the score

  • Schema Markup Completeness Pass 90/100

    1% of the overall score

    1 valid schemas, has Organization, has OpenGraph

  • Page Performance Indicators Partial 68/100

    2% of the overall score

    17 render-blocking resources. 515 elements for 1,806 words

    • 17 render-blocking scripts and stylesheets load before this page can appear
  • Mobile Optimization Partial 60/100

    4% of the overall score

    Has viewport

  • Crawlability & Accessibility Needs work 36/100

    13% of the overall score

    HTTPS enabled. Has canonical. Indexable. AI crawler access unverified (robots.txt unreadable). 8 placeholder links

    • 8 of 23 links cannot be followed by a crawler
    • The response at www.liphag.com is not a robots.txt file, so AI crawler access could not be verified.

Authority Signals 25% of the score

  • E-E-A-T Signals Needs work 40/100

    7% of the overall score

    Experience: 0/10. Expertise: 16/25. Authority: 4/25. Trust: 14/25

    • No author attribution found
  • External Citations & References Fail 23/100

    9% of the overall score

    0 external links, 0 citation phrases, 1 statistics. Has references section.

    • Few external citations to authoritative sources
  • Trust & Brand Signals Partial 66/100

    9% of the overall score

    Present: About page, Publisher schema (2 identity properties), Privacy Policy, Legal notice, Contact

AI Readiness 30% of the score

  • Answer Box Potential Needs work 35/100

    7.2% of the overall score

    1 of 5 headings open a quotable passage, 2 definitions, 0 comparison structures

    • No FAQ structure detected
  • Citation-Worthiness Fail 20/100

    7.5% of the overall score

    0 original data indicators, 0 percentages, 0 quotes.

    • Limited use of specific statistics
  • 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 Fail 14/100

    5.1% of the overall score

    1 of 36 passages carry a figure, 0 set two figures against each other, 0 named versions or models.

  • AI Discoverability Not measured 91/100

    3% of the overall score

    Score: 91/100

  • Raw HTML Availability Fail 10/100

    1.5% of the overall score

    This page could only be read with a full browser; AI crawlers use none

    • This page could only be read with a full browser; AI crawlers use none, so they receive far less of it than a visitor does.

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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