rmit.edu.au 66 C
🛡️ SEO 58 🤖 GEO 88 ⚡ Perf 27 🏗️ Arch 74

rmit.edu.au — Global SEODiff Score 66/100

rmit.edu.au
📊

With a solid 80/100 ACRI, rmit.edu.au is well-positioned for AI search — better than 94% of sites in the Radar. In the education sector, rmit.edu.au outperforms the average (57), suggesting strong competitive positioning in AI search. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A tight 2.8× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. Structured data coverage is solid at 2 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (27) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 15, 2026 · 📋 API
📈 ACRI Trend 30 snapshots
Feb 21 Mar 15
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than rmit.edu.au?
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)58 × 0.25 = 14.5
🤖 AI Readiness / GEO (40% weight)88 × 0.40 = 35.2
⚡ Performance (20% weight)27 × 0.20 = 5.4
🏗️ Architecture & Trust (15% weight)74 × 0.15 = 11.1
Weighted sum = 14.5 + 35.2 + 5.4 + 11.1
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
94
Structure
avg 35
4
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #11077
Aligned
Gap
AI (ACRI)
Top 6%
Score 80/100

rmit.edu.au has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why rmit.edu.au ranks here

Tech stackAdobe Experience Manager
Industryeducation
RenderingHybrid
Schema coverage2 blocks
Token bloat2.8×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

58/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

66 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

106 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.rmit.edu.au/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-AU
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — RMIT University: A world leader in technology, design & enterprise
  • ✓ og:description — RMIT is an international university of technology and design and Australia's largest tertiary institution.
  • ✓ og:image — preview
  • ✓ twitter:card — Summary
📐 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

88/100 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 →
rmit.edu.au
76
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 94/100 — Excellent
Structured Elements 353 elements (353 lists, 0 rows, 0 headers)
Total Words1331
Raw Density26.5%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 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.

📐 AI Efficiency Metrics Docs

73
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability73/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

35%
🗑️ 65%
Useful Content (148.3 KB)Bloat (259.7 KB)
Token Bloat Ratio2.8× — Lean

Multimodal Readiness

Visual Context43% Optimized for Vision
Image Alt Coverage10 / 23 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 43% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

55 Entropy
Fair Token Bloat: Medium
Noise Ratio: 63.6% · SNR: 0.57 · Signal: 37975 / Noise: 66490 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 rmit.edu.au 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
RMIT is a global university providing a wide range of educational programs, including undergraduate, postgraduate, vocational studies, and online courses,
Target Audience
Students, alumni, staff, prospective students, researchers, industry partners, and international applicants.
Pricing Model
Varied; tuition fees based on program level and location, with scholarships and financial aid available for international students.
🔗 Integration Partners
CanvasWorkdaySalesforceO365
🛡️ Compliance Standards
SOC 2
🏆 Competitive Moat
Strong brand reputation, global reach, diverse program offerings, and a commitment to innovation and social impact, combined with a strong alumni network and a focus on student success.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
• Lack of structured FAQ schema
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

AI-Readiness Score65/100
ServerApache
CDN
HTTP Status200
Load Time2580 ms
Raw HTML Size408.1 KB
Visible Text Size148.3 KB

Performance & Speed

27/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2580 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2423
DOM nodes
408 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=3600
  • ✗ 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

74/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.rmit.edu.au/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

379
internal links
11
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-AU
  • ✓ 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 76/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for rmit.edu.au
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/rmit.edu.au" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=rmit.edu.au" 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 997 pages · Deep-10

Homepage ACRI
76
Single-page score
-16
Moderate hidden bloat
Δ delta
Site-Wide ACRI
60
Avg across 997 pages · Range 0–80
🔍
Hidden Bloat Detected

Homepage scores 76, but internal pages average only 60 — a -16-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
6%
Topical Drift
TF-IDF cosine similarity
Total Words
1227518
Avg Bloat
57.1×
RAG Fractures [?]
21
⚠️
21 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 21 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.rmit.edu.au/online/blog/2021/social-media-listening-and-monitoring-must-have-any-business
Social Media Listening and Monitoring | RMIT Online
blog 80 11.4× 4416
https://www.rmit.edu.au/online/blog/2020/positive-workplace-culture
Establishing a positive workplace culture | RMIT Online
blog 80 12.6× 4165
https://www.rmit.edu.au/online/blog/2021/11-global-supply-chain-management-best-practice-examples-retail
11 global supply chain management best practice examples for retail | RMIT Online
blog 80 12.9× 3681 ⚠️ RAG Fracture
https://www.rmit.edu.au/online/blog/2021/10-business-acumen-skills-millennials-and-gen-z-looking-boost-their-career
10 business acumen skills for millennials and Gen Zers | RMIT Online
blog 77 15.7× 3069
https://www.rmit.edu.au/online/blog/2021/project-management-skills-managing-large-scale-projects
Project management skills for managing large-scale projects | RMIT Online
blog 77 14.1× 3667
https://www.rmit.edu.au/online/blog/2021/are-we-facing-oversupply-data-scientists
Are we facing an oversupply of data scientists? | RMIT Online
blog 77 18.6× 2498
https://www.rmit.edu.au/online/blog/2022/employee-benefits-australia
Innovative employee benefits, reward, and recognition systems | RMIT Online
pricing 77 16.5× 2934 💰 Pricing
https://www.rmit.edu.au/online/blog/2022/what-is-design-thinking
What is design thinking? | RMIT Online
pricing 77 16.6× 2930 💰 Pricing
https://www.rmit.edu.au/online/blog/2021/15-advertising-techniques-for-tech-era
15 advertising techniques for thriving in the tech era | RMIT Online
pricing 77 13.3× 3651 💰 Pricing
https://www.rmit.edu.au/online/blog/2020/business-analytics-vs-data-science
Business analytics vs data science | RMIT Online
blog 77 19.6× 2323
https://www.rmit.edu.au/online/blog/2019/project-management-skills
Project management skills and trends | RMIT Online
blog 77 18.4× 2531
https://www.rmit.edu.au/about/our-values/sustainability/water
Water - RMIT University
pricing 77 19.0× 4013 💰 Pricing
https://www.rmit.edu.au/about/our-values/sustainability/sustainable-buildings
Sustainable buildings - RMIT University
pricing 77 14.8× 4687 💰 Pricing
https://www.rmit.edu.au/about/schools-colleges/college-of-business-and-law/industry/industry-advisory-board
Industry Advisory Board - RMIT University
about 77 18.4× 3960
https://www.rmit.edu.au/about/schools-colleges/management/industry
Industry - RMIT University
pricing 77 19.9× 3501 💰 Pricing
https://www.rmit.edu.au/about/governance-management/rmit-structure/vice-chancellor-president/thank-you-martin
Thank you Martin - RMIT University
about 77 17.0× 4018
https://www.rmit.edu.au/about/schools-colleges/college-of-design-and-social-context/hdr-symposia/dsc-intertext-symposium
DSC Intertext Symposium 2022 - RMIT University
about 75 13.2× 5335
https://www.rmit.edu.au/up/news/blog/spoken-english
Spoken English - RMIT University
blog 72 24.1× 2435
https://www.rmit.edu.au/online/blog/2025/taleah-stofka---how-a-short-course-filled-a-skills-gap
Taleah Stofka - How a short course filled a skills gap | RMIT Online
blog 72 23.2× 1879
https://www.rmit.edu.au/online/blog/2025/what-makes-rmit-onlines-mba-different
What makes RMIT Online’s MBA different? | RMIT Online
pricing 72 15.2× 2862 💰 Pricing
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/ 288 66 0% 53.4× High JS Bloat
/online/ 143 67 0% 28.7× High JS Bloat
/research/ 47 64 0% 63.2× High JS Bloat
/up/ 19 65 0% 50.2× High JS Bloat
/students/ 2 64 0% 53.1× High JS Bloat
/partner/ 1 64 0% 35.7× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 997 pages
facebook.com ×988
instagram.com ×988
twitter.com ×987
youtube.com ×987
linkedin.com ×987
open.edu.au ×987
weibo.com ×986
rmit.edu.vn ×978
🔄 Re-Crawl & Update 📡 Track this Domain

Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).

🔌 API Access

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

curl https://seodiff.io/api/v1/deep10/domain/rmit.edu.au

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

🔗 Similar education Sites

Domains with a similar tech stack, industry, and AI readiness profile to rmit.edu.au. Compare side-by-side.

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rmit.edu.au (this site) 76 80 Adobe Experience Manager 2.8× 2
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📊 Semantic Share of Voice

How often would an AI cite rmit.edu.au 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…

🎭

Bait & Switch Delta

A 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

64
Homepage ACRI
56
Inner Avg ACRI
+8
ACRI Delta
40%
Homepage Ghost
40%
Inner Avg Ghost
4
Drift Score [?]
Worst Inner Pages
56 40% support https://rmit.edu.au/contact
56 40% blog https://www.rmit.edu.au/up/news/blog/technology-tips-vocabulary
56 40% blog https://www.rmit.edu.au/up/news/blog/medibank
🛡️

E-E-A-T Trust Signals

B 70/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
Address: 99 Franklin Street, Melbourne VIC 3000 Reception is open from Monday to Friday between 9
🔗

Citation Profile

59 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

201
Total Links
59
Unique Domains
13.4
Avg/Page
29%
Diversity
twitter.com instagram.com academics.rmit.edu.au facebook.com open.edu.au rmit.eu weibo.com linkedin.com rmit.edu.vn youtube.com
🏘️ Outbound Neighborhood Trust Avg Trust: 72.3

AI trust scores for the domains rmit.edu.au links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to rmit.edu.au. 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": "Edu",
  "url": "https://rmit.edu.au",
  "logo": "https://rmit.edu.au/etc.clientlibs/rmit/clientlibs/clientlib-site/resources/favicon.png",
  "sameAs": []
}
</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 Edu?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Edu does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Edu work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Edu."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for rmit.edu.au:

Current Score
80
Projected Score
89
Improvement
+9 pts
Add Organization schema +6 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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