Kuroma Kuroma

labterna.com scores 63/100 for AI Readiness

Labterna (labterna.com) is a AI / Machine Learning site; Kuroma measured its AI Readiness at 63/100 (grade A), audited 20 Aug 2026. Its strongest area is On-Page Content (78) and its weakest is Authority Signals (51); the biggest single gap is Content Freshness at 0/100 (No recent year references in content). That places it in the top quartile of the 372 AI / Machine Learning sites Kuroma has audited.

Audited URL: https://labterna.com

63/100
Grade
A

The most points to recover are in Citation-Worthiness: it scored 22/100 on a check worth 7.5% of the total, which takes 5.9 points off the overall score.

This audit is 25 days old. AI answers change between audits, so what AI search sees today may differ from this card.

Updated 25 days ago

Top 25% in AI / Machine Learning Median 49.5 · Top quartile 56 · across 372 audited sites in AI / Machine Learning

Is labterna.com ready for AI search?

Largely yes: labterna.com scores 63/100 (grade A). The remaining fixes are Update Content Freshness and Increase Citation-Worthy Content.

Category scores

On-Page Content 25% of the score 78
Technical Optimization 20% of the score 75
Authority Signals 25% of the score 51
AI Readiness 30% of the score 51

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. Increase Citation-Worthy Content up to +5.9 pts

    On https://labterna.com · AI Readiness → Citation-Worthiness, scored 22/100

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

    On https://labterna.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 External Citations & References up to +5 pts

    On https://labterna.com · Authority Signals → External Citations & References, scored 45/100

    • Use citation language like "according to..." or "research shows..."
    • Add a references or sources section
  4. Add Trust Signals up to +4.3 pts

    On https://labterna.com · Authority Signals → Trust & Brand Signals, scored 52/100

    • No about or company page linked from this page
    • No contact information easily accessible
    • Link to an about page that says who publishes this site
    • Add clear contact options (form, email, phone)
    • Add customer testimonials or reviews
  5. Improve Crawlability & AI Crawler Access up to +3.8 pts

    On https://labterna.com · Technical Optimization → Crawlability & Accessibility, scored 71/100

    • 4 of 24 links cannot be followed by a crawler
    • Informational: robots.txt references legacy AI crawler token(s): anthropic-ai, claude-web. Vendors no longer document these; migrate to the current tokens (for Anthropic: ClaudeBot, Claude-SearchBot, Claude-User).
    • 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

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 100/100

    6.5% of the overall score

    Found: 2181 words, 55 paragraphs, 7 lists, 1 tables, 15 images (14 with alt text)

    • 1 images missing alt text (e.g. /_next/image?url=%2Flogo.png&w=64&q=75)
  • Question Coverage & FAQ Presence Pass 86/100

    6.5% of the overall score

    FAQ schema present. 3 question headings. 4 questions detected in content

  • Structured Data Quality Needs work 30/100

    4.5% of the overall score

    3 JSON-LD scripts. Schema types: Organization, SoftwareApplication, FAQPage

  • AI Readability Score Pass 82/100

    3% of the overall score

    Average 12 words/sentence. 15 long sentences. Has text formatting.

  • Heading Hierarchy Pass 99/100

    2.8% of the overall score

    H1: 1, H2: 6, H3: 20. Hierarchy issues.

    • Heading levels are skipped (H1 straight to H3)
  • Media Accessibility Needs work 49/100

    1.8% of the overall score

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

    • 1 of 15 content images have no alt text, so their content is invisible to AI search.
    • 10 images have alt text too short to describe what they show ("Duke", "Google", "Techstars").
    • 14 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

    3 valid schemas, has Organization, has OpenGraph

  • Page Performance Indicators Pass 90/100

    2% of the overall score

    3 render-blocking resources. 1077 elements for 2181 words

  • Mobile Optimization Pass 75/100

    4% of the overall score

    Has viewport. 5 responsive images

  • Crawlability & Accessibility Partial 71/100

    13% of the overall score

    HTTPS enabled. Has canonical. Indexable. All scored AI crawlers allowed. 4 placeholder links

    • 4 of 24 links cannot be followed by a crawler
    • Informational: robots.txt references legacy AI crawler token(s): anthropic-ai, claude-web. Vendors no longer document these; migrate to the current tokens (for Anthropic: ClaudeBot, Claude-SearchBot, Claude-User).

Authority Signals 25% of the score

  • E-E-A-T Signals Partial 56/100

    7% of the overall score

    Experience: 7/10. Expertise: 24/25. Authority: 12/25. Trust: 0/25. Has author

    • No publication or update dates found
  • External Citations & References Needs work 45/100

    9% of the overall score

    4 external links, 0 citation phrases, 5 statistics. No references section.

  • Trust & Brand Signals Partial 52/100

    9% of the overall score

    Present: Publisher schema (7 identity properties), Privacy Policy, Social profiles (1)

    • No about or company page linked from this page
    • No contact information easily accessible

AI Readiness 30% of the score

  • Answer Box Potential Pass 83/100

    7.2% of the overall score

    10 of 28 headings open a quotable passage, 1 definitions, 1 comparison structures, FAQ schema

  • Citation-Worthiness Fail 22/100

    7.5% of the overall score

    0 original data indicators, 1 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 Partial 72/100

    5.1% of the overall score

    9 of 105 passages carry a figure, 1 set two figures against each other, 21 named versions or models.

  • AI Discoverability Not measured 86/100

    3% of the overall score

    Score: 86/100

  • Raw HTML Availability Pass 100/100

    1.5% of the overall score

    2181 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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