massey.ac.nz 60 C
🛡️ SEO 34 🤖 GEO 78 ⚡ Perf 49 🏗️ Arch 73

massey.ac.nz — Global SEODiff Score 60/100

massey.ac.nz
📊

At 70/100, the ACRI for massey.ac.nz indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other education sites (avg score: 57), massey.ac.nz performs above the benchmark, suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. Token bloat registers at 5.3× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

60
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (34) is your bottleneck.
🎯 Top Fix: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 18
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than massey.ac.nz?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)34 × 0.25 = 8.5
🤖 AI Readiness / GEO (40% weight)78 × 0.40 = 31.2
⚡ Performance (20% weight)49 × 0.20 = 9.8
🏗️ Architecture & Trust (15% weight)73 × 0.15 = 10.9
Weighted sum = 8.5 + 31.2 + 9.8 + 10.9
Global SEODiff Score = 60 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
37
Structure
avg 35
2
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #25567
+31 pts
Gap
AI (ACRI)
Top 33%
Score 70/100

massey.ac.nz punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why massey.ac.nz ranks here

Tech stackGatsby
Industryeducation
RenderingSSR
Schema coverage1 blocks
Token bloat5.3×

Fastest improvements

  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt →
  • Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

34/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

79 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

177 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 15
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.massey.ac.nz/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-NZ
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Massey University of New Zealand - Te Kunenga ki Pūrehuroa
  • ✓ og:description — Te Kunenga ki Pūrehuroa Massey University offers a range of undergraduate and postgraduate degrees, diplomas and certificates to students from around New Zealand, and the world
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 How the SEO Pillar score is calculated

SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)

Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.

🤖

AI Readiness / GEO

78/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the education sector, rndirectors.com (ACRI: 85) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
massey.ac.nz
52
Your ACRI Score
85
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. rndirectors.com has schema coverage of 4 blocks and uses WordPress. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 37/100 — Low
Structured Elements 42 elements (42 lists, 0 rows, 0 headers)
Total Words1014
Raw Density4.1%
💡Low structure score (37/100). Your content appears as a wall of text with few structured HTML elements. You have 42 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

55
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability55/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

18%
🗑️ 82%
Useful Content (11.8 KB)Bloat (51.1 KB)
Token Bloat Ratio5.3× — Normal

Multimodal Readiness

Visual Context81% Optimized for Vision
Image Alt Coverage30 / 37 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 81.3% · SNR: 0.23 · Signal: 3017 / Noise: 13089 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of massey.ac.nz and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
The Massey University Business Academic Excellence Awards program recognizes outstanding student achievement within the Massey Business School. It highlights top
Target Audience
Students, faculty, and staff within the Massey Business School, particularly those seeking recognition for academic excellence and performance.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
The program’s established reputation and association with a prestigious university provide a strong competitive advantage, coupled with the recognition of specific academic achievements.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Template comparison pages (Dean's List, Dean's Scholars)Integration directory pages (implicit - through association with Royal Aeronautical Society)
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features (limited detail on award criteria)
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkGatsby
AI-Readiness Score75/100
Servernginx
CDN
HTTP Status200
Load Time2901 ms
Raw HTML Size62.9 KB
Visible Text Size11.8 KB

Performance & Speed

49/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2901 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

521
DOM nodes
63 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=60
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated

Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)

TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.

🏗️

Architecture & Trust

73/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

72
internal links
2
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✗ HSTS header (Strict-Transport-Security)
  • ✓ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-NZ
  • ✓ Meta viewport for mobile
  • ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 52/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for massey.ac.nz
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/massey.ac.nz" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=massey.ac.nz" alt="AI-Verified by SEODiff" width="280" height="52"></a>

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 110 pages · Deep-10

Homepage ACRI
52
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
56
Avg across 110 pages · Range 0–82
Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
95942
Avg Bloat
37.6×
Page Type ACRI Token Bloat Words Status
https://www.massey.ac.nz/about/colleges-schools-and-institutes/massey-business-school/study-at-massey-business-school/business-academic-excellence-awards/
Academic Excellence Awards - Massey University
pricing 82 4.6× 5358 💰 Pricing
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/become-a-contracted-externship-practice/
Externship practice - Massey University
about 77 9.6× 1111
https://www.massey.ac.nz/about/colleges-schools-and-institutes/massey-business-school/about-massey-business-school/
About Massey Business School - Massey University
about 77 9.9× 1452
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/grade-point-average-calculation-regulations-for-veterinary-selection/
GPA Calculation Regulations for Veterinary Selection - Massey University
about 77 9.2× 1355
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-agriculture-and-environment/
School of Agriculture and Environment - Massey University
about 77 9.3× 2186
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/the-bvsc-curriculum-project/
The BVSc curriculum project - Massey University
about 77 9.6× 995
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-mathematical-and-computational-sciences/
School of Mathematical and Computational Sciences - Massey University
about 77 9.6× 1616
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/school-of-veterinary-science-student-code-of-professional-conduct/
School of Veterinary Science Student Code of Professional Conduct - Massey University
about 77 9.0× 1169
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-health/about-the-college-of-health/
About the College of Health - Massey University
about 77 9.0× 1756
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-humanities-and-social-sciences/school-of-humanities-media-and-creative-communication/communication-internship/
Communication internship - Massey University
about 77 8.8× 1299
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-humanities-and-social-sciences/school-of-humanities-media-and-creative-communication/
School of Humanities, Media and Creative Communication - Massey University
about 77 9.4× 1956
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/
College of Sciences - Massey University
about 77 9.8× 1876
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-humanities-and-social-sciences/research-in-the-college-of-humanities-and-social-sciences/
Research in the College of Humanities and Social Sciences - Massey University
pricing 77 8.9× 1571 💰 Pricing
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-humanities-and-social-sciences/
College of Humanities and Social Sciences - Massey University
pricing 77 9.9× 1608 💰 Pricing
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/
School of Veterinary Science - Massey University
pricing 77 8.6× 1947 💰 Pricing
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-veterinary-science/bvsc-supplementary-assessment-policy/
BVSc Supplementary Assessment Policy - Massey University
about 77 9.1× 1270
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-sciences/school-of-food-technology-and-natural-sciences/
School of Food Technology and Natural Sciences - Massey University
about 77 9.6× 1875
https://www.massey.ac.nz/about/contact-us/media-enquiries/health/
Health media directory - Massey University
about 77 9.2× 3279
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-humanities-and-social-sciences/research-in-the-college-of-humanities-and-social-sciences/m%C4%81ori-knowledge-research/
Toi rangahau — Te Putahi-a-Toi research - Massey University
pricing 77 6.5× 3257 💰 Pricing
https://www.massey.ac.nz/about/colleges-schools-and-institutes/college-of-health/school-of-nursing/
School of Nursing - Massey University
about 77 9.3× 1702
Showing 20 of 100 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/about/ 100 60 0% 41.0× High JS Bloat
/contact/ 1 67 0% 17.6× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/study/ 1 67 0% 15.8× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 110 pages
browsehappy.com ×102
masseyuni.sharepoint.com ×102
foundation.massey.ac.nz ×102
smsportal.massey.ac.nz ×102
stream.massey.ac.nz ×102
alumnionline.massey.ac.nz ×102
goo.gl ×24
topuniversities.com ×15
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/massey.ac.nz

Get your free API key — 100 requests/month included.

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📊 Semantic Share of Voice

How often would an AI cite massey.ac.nz when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to massey.ac.nz. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Ac",
  "url": "https://massey.ac.nz",
  "logo": "https://d2ub1k1pknil0e.cloudfront.net/static/d43da1ed/favicon-96x96.png",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Ac",
  "url": "https://massey.ac.nz",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://massey.ac.nz/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Ac?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Ac does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Ac work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Ac."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for massey.ac.nz:

Current Score
70
Projected Score
86
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
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