pentair.com 71 B
🛡️ SEO 56 🤖 GEO 89 ⚡ Perf 34 🏗️ Arch 98

pentair.com — Global SEODiff Score 71/100

pentair.com
📊

pentair.com achieves a 78/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Compared to other infrastructure sites (avg score: 58), pentair.com performs above the benchmark, suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. With a 1.5× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

71
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (34) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 17 snapshots
Feb 22 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than pentair.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)56 × 0.25 = 14.0
🤖 AI Readiness / GEO (40% weight)89 × 0.40 = 35.6
⚡ Performance (20% weight)34 × 0.20 = 6.8
🏗️ Architecture & Trust (15% weight)98 × 0.15 = 14.7
Weighted sum = 14.0 + 35.6 + 6.8 + 14.7
Global SEODiff Score = 71 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
85
Structure
avg 36
4
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #28092
+10 pts
Gap
AI (ACRI)
Top 12%
Score 78/100

pentair.com shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why pentair.com ranks here

Tech stackAdobe Experience Manager
RenderingHybrid
Schema coverage2 blocks
Token bloat1.5×

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

56/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

39 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

202 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 4
  • ✓ Has <h2> headings — found 1
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.pentair.com/en-us.html
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Pentair | Move, Improve and Enjoy Water
  • ✓ og:description — From residential and commercial water solutions to industrial water management and everything in between, Pentair is focused on smart, sustainable water solutions that help our planet and people thrive.
  • ✓ 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

89/100 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 →
pentair.com
79
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.

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 85/100 — Excellent
Structured Elements 523 elements (523 lists, 0 rows, 0 headers)
Total Words2394
Raw Density21.9%

🏷️ Schema Health Docs

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

Schema Coverage Map

2/7 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

71
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability71/100 — AI models can easily extract answers from this page
Crawl CostHigh (70/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

66%
🗑️ 34%
Useful Content (335.8 KB)Bloat (180.7 KB)
Token Bloat Ratio1.5× — Lean

Multimodal Readiness

Visual Context88% Optimized for Vision
Image Alt Coverage29 / 33 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

88 Entropy
Good Token Bloat: Low
Noise Ratio: 35.0% · SNR: 1.86 · Signal: 85970 / Noise: 46249 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

A local LLM (mlx-community/Qwen2.5-7B-Instruct-4bit) analyzed the extracted content of pentair.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
Smart, sustainable water solutions
Target Audience
Residential, commercial, and industrial customers
Pricing Model
Not explicitly mentioned
Model: mlx-community/Qwen2.5-7B-Instruct-4bit · Analyzed: 2026-02-26 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

AI-Readiness Score65/100
ServerApache
CDN
HTTP Status200
Load Time1076 ms
Raw HTML Size516.5 KB
Visible Text Size335.8 KB

Performance & Speed

34/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1076 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2962
DOM nodes
516 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=60,s-maxage=600,stale-while-revalidate=43200,stale-if-error=43200
  • ✗ 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

98/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

503
internal links
18
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 79/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for pentair.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/pentair.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=pentair.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 993 pages · Deep-10

Homepage ACRI
79
Single-page score
-16
Moderate hidden bloat
Δ delta
Site-Wide ACRI
63
Avg across 993 pages · Range 49–90
🔍
Hidden Bloat Detected

Homepage scores 79, but internal pages average only 63 — a -16-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
3%
Topical Drift
TF-IDF cosine similarity
Total Words
559628
Avg Bloat
125.5×
RAG Fractures [?]
1
⚠️
1 RAG-Chunking Fracture Detected

Poorly formatted tables or pricing grids on 1 page will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.pentair.com/en-us/pool-spa/pleatco/products/advanced-spa-replacement-cartridge.html
Pleatco Advanced™ Spa Replacement Cartridge | Pentair
pricing 90 8.3× 4230 💰 Pricing
https://www.pentair.com/en-us/pool-spa/pleatco/products/advanced-pool-replacement-cartridge.html
Pleatco Advanced™ Pool Replacement Cartridge | Pentair
pricing 90 8.4× 4249 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/well-water-problems-and-solutions.html
Top 7 Well Water Problems and Solutions | Pentair Water Solutions
pricing 80 12.5× 2298 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/100-ways-to-conserve-water.html
100 Ways to Conserve Water | Pentair Water Solutions
pricing 80 11.1× 2297 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/which-states-have-the-best-and-worst-tap-water.html
Which States Have the Best and Worst Tap Water? | Pentair Water Solutions
pricing 77 18.6× 1407 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/water-softener-myths-facts.html
Water Softener Myths and Facts | Pentair Water Solutions
pricing 77 18.7× 1426 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/simple-hard-water-treatments-for-your-home.html
Simple Hard Water Treatments for Your Home | Hard Water | Pentair
pricing 77 19.1× 1278 💰 Pricing
https://www.pentair.com/en-us/commercial-filtration/products/disinfection/oxidice-ice-machine-disinfection-systems.html
Everpure Oxidice Ice Machine Disinfection System
pricing 77 18.6× 1641 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/support/warranty-information.html
Pentair Warranty & Registration | Water Softening & Filtration
pricing 77 15.8× 1313 ⚠️ RAG Fracture
https://www.pentair.com/en-us/water-softening-filtration/blog/water-softener-maintenance-guide.html
Water Softener Maintenance Guide | Pentair Water Solutions
pricing 72 24.2× 1026 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/what-is-alkaline-water.html
What is Alkaline Water? | Pentair Water Solutions
pricing 72 26.4× 928 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/pfas-in-drinking-water.html
How To Avoid PFAS In Drinking Water | Pentair
pricing 72 26.2× 897 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/does-softener-remove-iron.html
Does a Water Softener Remove Iron from Water? | Pentair
pricing 72 23.7× 978 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/prevent-water-spots.html
How to Prevent Water Spots on Dishes in the Dishwasher | Pentair
pricing 72 24.7× 917 💰 Pricing
https://www.pentair.com/en-us/water-softening-filtration/blog/protecting-appliances-from-hard-water.html
How to Protect Dishwashers, Washing Machines, and More Appliances from Hard Water | Pentair
pricing 72 23.3× 994 💰 Pricing
https://www.pentair.com/en-us/commercial-filtration/resources-and-education/blog/water-smells-like-rotten-eggs.html
Water Smells Like Rotten Eggs? Learn 7 Ways To Fix This | Pentair
pricing 72 29.9× 945 💰 Pricing
https://www.pentair.com/en-us/commercial-filtration/resources-and-education/blog/why-are-ice-cubes-cloudy.html
Why are Ice Cubes Cloudy? 4 Tips for Clear Ice Cubes | Pentair
pricing 72 33.4× 802 💰 Pricing
https://www.pentair.com/en-us/commercial-filtration/resources-and-education/blog/filtration-for-fountain-beverages.html
Water Filtration Systems: The Secret Recipe for Perfect Fountain Beverages | Pentair
pricing 72 40.3× 664 💰 Pricing
https://www.pentair.com/en-us/commercial-filtration/resources-and-education/blog/the-best-commercial-water-filtration-for-coffee-shops.html
Best Commercial Water Filtration Systems for Coffee Shops
pricing 72 39.3× 679 💰 Pricing
https://www.pentair.com/en-us/about-pentair/newsroom/blog/benefits-of-using-a-water-treatment-service-for-your-home.html
Whole House Water Filtration & Softening | Pentair
pricing 72 28.2× 951 💰 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
/en-us/ 499 68 0% 99.6× High JS Bloat
/about/ 1 69 0% 176.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 993 pages
linkedin.com ×993
twitter.com ×993
instagram.com ×993
facebook.com ×993
careers.pentair.com ×778
investors.pentair.com ×774
partners.pentair.com ×504
pentair.learnupon.com ×263
🔄 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/pentair.com

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
pentair.com (this site) 79 78 Adobe Experience Manager 1.5× 2
driphydration.com 86 95 WordPress 1.9× 2 Compare →
tilibraexpress.com.br 87 87 Express 1.9× 3 Compare →
symbolonly.com 86 89 Cloudflare Pages 2.4× 3 Compare →
sigmaflows.com 88 93 Express 2.3× 1 Compare →
violinsetc.com 89 86 Custom / Proprietary 2.2× 1 Compare →
Compare All 5 Similar Sites →
🩹

Remediation Patches

COPY-PASTE

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

Projected Impact

ROI EST.

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

Current Score
78
Projected Score
87
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).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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