runwayml.com 67 C
🛡️ SEO 68 🤖 GEO 65 ⚡ Perf 54 🏗️ Arch 89

runwayml.com — Global SEODiff Score 67/100

runwayml.com
📊

The AI-Readiness profile for runwayml.com is strong: an ACRI of 83/100 places it ahead of 97% of domains in the index. Within the developer vertical, this places runwayml.com above the industry average of 57 —, 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. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Structured data coverage is solid at 3 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

67
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (54) is your bottleneck.
🎯 Top Fix: Reduce token bloat (129×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 27 snapshots
Feb 22 Mar 20
🔔 Recent AI Indexing Activity
📈 Mar 15 ACRI +1 (55→56)
Does your site score higher than runwayml.com?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)68 × 0.25 = 17.0
🤖 AI Readiness / GEO (40% weight)65 × 0.40 = 26.0
⚡ Performance (20% weight)54 × 0.20 = 10.8
🏗️ Architecture & Trust (15% weight)89 × 0.15 = 13.3
Weighted sum = 17.0 + 26.0 + 10.8 + 13.3
Global SEODiff Score = 67 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
43
Structure
avg 35
86
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #11724
Aligned
Gap
AI (ACRI)
Top 3%
Score 83/100

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

Why runwayml.com ranks here

Tech stackNext.js
Industrydeveloper
RenderingSSR
Schema coverage3 blocks
Token bloat50×+

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

68/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

42 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

239 chars
Too long

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
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Runway | Building AI to Simulate the World
  • ✓ og:description — We are building foundational General World Models that will be capable of simulating all possible worlds and experiences. The next frontier of intelligence will come from models that can understand, perceive, generate and act in 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

65/100 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 developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
runwayml.com
56
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 blocks and uses Custom / Proprietary. 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 43/100 — Fair
Structured Elements 43 elements (43 lists, 0 rows, 0 headers)
Total Words790
Raw Density5.4%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ✅ Present
Total Schema Blocks3 blocks

Schema Coverage Map

4/7 schema types detected
✅ Organization
✅ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
💡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

60
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability60/100 — AI models can partially extract answers from this page
Crawl CostHigh (85/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (5.2 KB)Bloat (667.7 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context36% Optimized for Vision
Image Alt Coverage4 / 11 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 673.0 KB, but only 5.2 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 36% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 99.2% · SNR: 0.01 · Signal: 1335 / Noise: 170942 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 runwayml.com 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
Runway AI provides a platform for creating AI-powered simulations of the world.
Target Audience
Researchers, AI developers, and scientists seeking world model simulation.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Pioneering general-purpose multimodal simulators of the world through AI research.
📊 Content Depth
4/10
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
ServerVercel
CDNvercel
HTTP Status200
Load Time581 ms
Raw HTML Size673.0 KB
Visible Text Size5.2 KB

Performance & Speed

54/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

581 ms
Acceptable — room for improvement

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

📦 Page Weight

1101
DOM nodes
673 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=0, must-revalidate
  • ✗ CDN cache status
  • ✓ CDN detected → vercel

🔬 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

89/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://runwayml.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

87
internal links
4
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
  • ✓ 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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for runwayml.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/runwayml.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=runwayml.com" 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 33 pages · Deep-10

Homepage ACRI
56
Single-page score
-14
Moderate hidden bloat
Δ delta
Site-Wide ACRI
42
Avg across 33 pages · Range 0–82
🔍
Hidden Bloat Detected

Homepage scores 56, but internal pages average only 42 — a -14-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
18%
Topical Drift
TF-IDF cosine similarity
Total Words
15727
Avg Bloat
117.5×
RAG Fractures [?]
9
⚠️
9 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 9 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://runwayml.com/research/publications
Runway Research | Research Papers
pricing 82 8.5× 2022 💰 Pricing
https://runwayml.com/data-security
Data Security & Privacy | Runway AI
pricing 74 7.9× 1752 💰 Pricing
https://runwayml.com/research/introducing-act-one
Runway Research | Introducing Act-One
pricing 64 22.8× 654 ⚠️ RAG Fracture
https://runwayml.com/gen48
48-Hour AI Film Challenge | Gen:48 by Runway
pricing 64 40.2× 525 ⚠️ RAG Fracture
https://runwayml.com/product/use-cases
AI Video Generation Use Cases | Runway AI
pricing 61 16.6× 2564 ⚠️ RAG Fracture
https://runwayml.com/careers
Careers in AI Video Technology | Runway AI
pricing 60 313.0× 571 💰 Pricing
https://runwayml.com/blog
Latest News & Announcements | Runway AI
pricing 56 33.9× 503 💰 Pricing
https://runwayml.com/news
Latest News & Announcements | Runway AI
pricing 56 33.9× 503 💰 Pricing
https://runwayml.com/research
AI Video Research & Innovation | Runway AI
pricing 56 24.3× 795 💰 Pricing
https://runwayml.com/enterprise
Production-ready AI Made for Enterprise | Runway AI
pricing 56 136.4× 1054 ⚠️ RAG Fracture
https://runwayml.com/hundred-film-fund
Film Funding for AI Filmmakers | Runway AI
pricing 56 24.7× 527 💰 Pricing
https://runwayml.com/api
AI Video Generation API for Developers | Runway AI
pricing 54 349.6× 356 ⚠️ RAG Fracture
https://runwayml.com/product
Runway | AI Image and Video Generator
pricing 54 288.0× 493 ⚠️ RAG Fracture
https://runwayml.com/research/introducing-runway-gen-4
Runway Research | Introducing Runway Gen-4
pricing 54 34.6× 404 ⚠️ RAG Fracture
https://runwayml.com/research/introducing-general-world-models
Runway Research | Introducing General World Models
pricing 54 28.1× 291 💰 Pricing
https://runwayml.com/pricing
AI Image and Video Pricing from $12/month | Runway AI
pricing 51 34.1× 436 💰 Pricing
https://runwayml.com/research/rna-sessions
Runway Research | RNA Sessions
pricing 51 52.4× 254 💰 Pricing
https://runwayml.com/customers
Customer Success Stories | Runway AI
pricing 49 32.4× 492 💰 Pricing
https://runwayml.com/educators
AI Video Tools for Education | Runway AI
pricing 46 31.1× 357 💰 Pricing
https://runwayml.com/creative-partners-program
Creative Partners Program | Runway AI
pricing 46 563.8× 207 ⚠️ RAG Fracture
Showing 20 of 33 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
/research/ 7 57 0% 43.3× High JS Bloat
/product/ 2 58 0% 152.3× High JS Bloat
/enterprise/ 1 56 0% 136.4× High JS Bloat
/integrations/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 32 1% 399.1× Bot Blocked
/features/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/api/ 1 54 0% 349.6× High JS Bloat
/creative-partners-program/ 1 46 0% 563.8× High JS Bloat
/gen48/ 1 64 0% 40.2× High JS Bloat
/news/ 1 56 0% 33.9× High JS Bloat
/apps/ 1 46 0% 46.6× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 51 1% 34.1× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 33 pages
aiff.runwayml.com ×27
academy.runwayml.com ×27
talent.runwayml.com ×27
instagram.com ×27
twitter.com ×27
discord.gg ×27
youtube.com ×27
telescopemagazine.com ×27
🔄 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/runwayml.com

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

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to runwayml.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
runwayml.com (this site) 56 83 Next.js 129.0× 3
wifi.at 80 85 Custom / Proprietary 2.7× 3 Compare →
maxaroma.com 80 87 Express 5.6× 3 Compare →
nationalsalonsupplies.com.au 80 90 WordPress 17.1× 3 Compare →
hazelblues.com 80 89 Shopify 7.3× 3 Compare →
leftonfriday.com 81 89 Shopify 8.1× 3 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite runwayml.com 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

C 4 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.

51
Homepage ACRI
40
Inner Avg ACRI
+11
ACRI Delta
60%
Homepage Ghost
57%
Inner Avg Ghost
32
Drift Score [?]
Worst Inner Pages
32 70% pricing https://runwayml.com/about
33 60% pricing https://runwayml.com/contact
56 40% pricing https://runwayml.com/blog
🛡️

E-E-A-T Trust Signals

D 30/100

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
🔗

Citation Profile

15 DOMAINS

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

60
Total Links
15
Unique Domains
15.0
Avg/Page
25%
Diversity
talent.runwayml.com help.runwayml.com twitter.com academy.runwayml.com store.runwayml.com instagram.com aiff.runwayml.com discord.gg status.runwayml.com youtube.com
🏘️ Outbound Neighborhood Trust Avg Trust: 33.8

AI trust scores for the domains runwayml.com links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

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

Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 0% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets -->
<link rel="stylesheet" href="/css/main.css">

<!-- Move inline scripts to external files with defer -->
<script src="/js/app.js" defer></script>

<!-- Remove duplicate navigation blocks -->
<!-- Keep only ONE <nav> in the <header> -->

<!-- Ensure <main> wraps your primary content -->
<main>
  <!-- Your content here — this is what AI sees first -->
</main>
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 Runwayml?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Runwayml does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Runwayml work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Runwayml."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for runwayml.com:

Current Score
83
Projected Score
91
Improvement
+8 pts
Reduce token bloat +5 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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