ppg.com 46 D
🛡️ SEO 25 🤖 GEO 44 ⚡ Perf 51 🏗️ Arch 77

ppg.com — Global SEODiff Score 46/100

ppg.com
📊

At 59/100, ppg.com falls in the moderate bracket of AI-Readiness, suggesting its content is partially accessible to AI systems but not fully optimized. In the infrastructure sector, ppg.com outperforms the average (57), suggesting strong competitive positioning in AI search. The rendering approach is hybrid, with a moderate ghost ratio of 30% — most content is accessible without JS, though some elements are client-rendered. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

46
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (25) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (173×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 2 snapshots
Mar 12 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than ppg.com?
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)25 × 0.25 = 6.2
🤖 AI Readiness / GEO (40% weight)44 × 0.40 = 17.6
⚡ Performance (20% weight)51 × 0.20 = 10.2
🏗️ Architecture & Trust (15% weight)77 × 0.15 = 11.5
Weighted sum = 6.2 + 17.6 + 10.2 + 11.5
Global SEODiff Score = 46 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
84
Rendering
avg 93
18
Structure
avg 35
0
Schema
avg 9
40
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #35303
+52 pts
Gap
AI (ACRI)
Top 55%
Score 59/100

ppg.com 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 ppg.com ranks here

Tech stackAngular
RenderingHybrid
Schema coverage0 blocks
Token bloat50×+

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

25/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

61 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

154 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 13
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — PPG: Innovating with Paints, Coatings, and Specialty Products
  • ✓ og:description — Discover how PPG’s global team of innovators drives sustainable solutions, enhances productivity, and celebrates 140 years of color leadership. Join us!
  • ✓ 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

44/100 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 infrastructure sector, safely.co.jp (ACRI: 90) 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 →
ppg.com
29
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 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.

👻
Shadow Content Detected: 30% of your page token budget is in non-rendered regions (JavaScript-dependent content that AI crawlers may not process). Combined with 173.1x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 18/100 — Poor
Structured Elements 6 elements (6 lists, 0 rows, 0 headers)
Total Words612
Raw Density1.0%
💡Low structure score (18/100). Your content appears as a wall of text with few structured HTML elements. You have 6 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 Blocks0 — No JSON-LD detected

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

27
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability27/100 — AI models can barely extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (4.5 KB)Bloat (766.9 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context21% Optimized for Vision
Image Alt Coverage4 / 19 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 771.3 KB, but only 4.5 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 21% 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: 99.4% · SNR: 0.01 · Signal: 1140 / Noise: 196318 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…

🔧 Tech Stack

FrameworkAngular
AI-Readiness Score40/100
Server
CDN
HTTP Status200
Load Time1160 ms
Raw HTML Size771.3 KB
Visible Text Size4.5 KB

Performance & Speed

51/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1160 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

796
DOM nodes
771 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=21600
  • ✗ 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

77/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.ppg.com/sitemap-index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

41
internal links
27
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-US
  • ✓ 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 29/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for ppg.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/ppg.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ppg.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 97 pages · Deep-10

Homepage ACRI
29
Single-page score
+10
Subpages outperform homepage
Δ delta
Site-Wide ACRI
40
Avg across 97 pages · Range 0–52
Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
52935
Avg Bloat
455.0×
RAG Fractures [?]
87
⚠️
87 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 87 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.ppg.com/en-US/autocoatings/ppg-coatings-services/about/news
Industrial Coatings Services News - Electrocoating Industry Latest News | PPG Coatings Services
pricing 52 284.6× 518 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/omni
Omni® | Products | Refinish
pricing 52 173.1× 1366 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/aim-digital
Paint Shop Performance Software | AIM Digital | PPG Auto Coatings
product 52 187.7× 820 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/envirobase-high-performance
Envirobase® High Performance | Products | Refinish
pricing 52 150.1× 1716 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/offerings
Products to Optimize Paint Shop Processes | PPG Auto Coatings
product 52 304.9× 501 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/pilots
Pilot & Prototype Vehicle Paint Facility | Auto OEM Coatings
product 52 257.3× 630 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/basecoats
Basecoats | Solventborne | Waterborne | PPG Auto Coatings
product 52 281.0× 553 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/clearcoats
Clearcoats | 1k | 2k ISO | Scratch Resistant | PPG Auto Coatings
product 52 178.6× 887 ⚠️ RAG Fracture
https://www.ppg.com/en-US/autocoatings/solutions/compact-paint-systems
Compact Paint Systems | B1:B2 | 3C1B Lines | PPG Auto Coatings
product 52 286.0× 542 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/global-refinish-system
Global Refinish System™ | Products | Refinish
pricing 52 197.6× 1159 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/delfleet-essential
Delfleet Essential® | Products | Refinish
pricing 52 154.4× 1431 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/commercial-specialty-products
Commercial Specialty Products | Products | Refinish
pricing 52 285.9× 670 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/delfleet-evolution
Delfleet® Evolution | Products | Refinish
pricing 52 146.1× 1536 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/delta
Delta® | Products | Refinish
pricing 52 236.1× 859 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/matthews-paint
Matthews Paint® | Products | Refinish
pricing 52 135.7× 2002 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/aquabase-plus
Aquabase® Plus | Products | Refinish
pricing 52 165.1× 1484 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/delfleet-one
Delfleet One® | Products | Refinish
pricing 52 162.6× 1350 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/1-shot
1 Shot® | Products | Refinish
pricing 52 207.5× 1115 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/deltron-nxt
Deltron® NXT | Products | Refinish
pricing 52 154.6× 1744 ⚠️ RAG Fracture
https://www.ppg.com/en-US/refinish/products/nexa-autocolor-2k
Nexa Autocolor® 2K® | Products | Refinish
pricing 52 199.0× 1186 ⚠️ RAG Fracture
Showing 20 of 97 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
/en-US/ 49 47 1% 425.9× Bot Blocked
/traffic/ 25 38 1% 765.4× Bot Blocked
/en-AU/ 12 46 1% 329.3× Bot Blocked
/faq/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 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
/fr-CA/ 1 52 1% 181.2× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 97 pages
ppgpmc.com ×87
twitter.com ×87
youtube.com ×87
instagram.com ×87
privacy.ppg.com ×87
assets-eu-01.kc-usercontent.com:443 ×87
assets-us-01.kc-usercontent.com ×87
investor.ppg.com ×87
🔄 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/ppg.com

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

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
ppg.com (this site) 29 59 Angular 173.1× 0
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📊 Semantic Share of Voice

How often would an AI cite ppg.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…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to ppg.com. 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": "Ppg",
  "url": "https://ppg.com",
  "logo": "https://assets-eu-01.kc-usercontent.com:443/cce44467-0106-013b-6c0b-26132a361492/445a8b54-75a8-45b7-9777-0ffab2bbf30c/favicon_ppg.svg",
  "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": "Ppg",
  "url": "https://ppg.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://ppg.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
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 Ppg?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Ppg does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Ppg work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Ppg."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
59
Projected Score
77
Improvement
+18 pts
Add Organization schema +6 pts
Add WebSite schema +4 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
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