pendo.io 57 D
🛡️ SEO 37 🤖 GEO 65 ⚡ Perf 47 🏗️ Arch 84

pendo.io — Global SEODiff Score 57/100

pendo.io
📊

The AI-Readiness profile for pendo.io is strong: an ACRI of 80/100 places it ahead of 94% of domains in the index. Compared to other finance sites (avg score: 57), pendo.io 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. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

57
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (37) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (135×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 1 Mar 19
🔔 Recent AI Indexing Activity
📉 Mar 19 ACRI -1 (58→57)
Does your site score higher than pendo.io?
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)37 × 0.25 = 9.2
🤖 AI Readiness / GEO (40% weight)65 × 0.40 = 26.0
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)84 × 0.15 = 12.6
Weighted sum = 9.2 + 26.0 + 9.4 + 12.6
Global SEODiff Score = 57 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
61
Structure
avg 35
42
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.1%
Rank #671
+6 pts
Gap
AI (ACRI)
Top 6%
Score 80/100

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

Why pendo.io ranks here

Tech stackNext.js
Industryfinance
RenderingSSR
Schema coverage1 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

37/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

47 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

158 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 2
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Product Experience & Analytics Platform | Pendo
  • ✓ og:description — AI-powered platform that improves how everyone uses software. Product analytics, in-app guides, churn prediction, and agent performance—unified by Pendo AI.
  • ✓ 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 finance sector, cardpay.com (ACRI: 82) 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 →
pendo.io
57
Your ACRI Score
82
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. cardpay.com has schema coverage of 1 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 61/100 — Good
Structured Elements 178 elements (178 lists, 0 rows, 0 headers)
Total Words1588
Raw Density11.2%

🏷️ Schema Health Docs

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

Schema Coverage Map

1/7 schema types detected
✅ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡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

54
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability54/100 — AI models can partially 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 (10.8 KB)Bloat (1440.3 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context44% Optimized for Vision
Image Alt Coverage39 / 89 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 1451.1 KB, but only 10.8 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 44% 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: 99.3% · SNR: 0.01 · Signal: 2757 / Noise: 368724 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 pendo.io 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
Delivers product experience platform with software usage analytics, in-app guidance, and user feedback
Target Audience
Fortune 500 enterprises, B2B tech startups, educational institutions, healthcare systems
Pricing Model
Not explicitly mentioned
🏆 Competitive Moat
Comprehensive product experience platform, integrates product intelligence into organizations
📊 Content Depth
3/10
🔄 Programmatic SEO Signals
directory listingsAPI reference docscomparison pages
⚡ Key Pain Points
• No specific pain points mentioned in the text
Analyzed by SEODiff AI · 2026-02-27

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
ServerVercel
CDNvercel
HTTP Status200
Load Time613 ms
Raw HTML Size1451.1 KB
Visible Text Size10.8 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

613 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2897
DOM nodes
1451 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

84/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.pendo.io/sitemap_index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

267
internal links
8
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 57/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for pendo.io
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/pendo.io" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=pendo.io" 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 1010 pages · Deep-10

Homepage ACRI
57
Single-page score
-5
Consistent readability
Δ delta
Site-Wide ACRI
52
Avg across 1010 pages · Range 0–68
Topical Cohesion
16%
Topical Drift
TF-IDF cosine similarity
Total Words
783785
Avg Bloat
300.1×
RAG Fractures [?]
286
⚠️
286 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 286 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.pendo.io/resources/the-data-driven-playbook-for-product-led-teams/
The data-driven playbook for product-led teams | Pendo.io
pricing 68 19.3× 4572 ⚠️ RAG Fracture
https://www.pendo.io/resources/the-product-led-way-to-cloud-migration/
Why your cloud migration should be product led | Pendo.io
pricing 68 17.6× 4868 ⚠️ RAG Fracture
https://www.pendo.io/resources/the-big-nps-playbook/
The Big NPS Playbook | Pendo.io E-Books
pricing 68 19.9× 5393 ⚠️ RAG Fracture
https://www.pendo.io/resources/roadmaps-reimagined/
E-book: Roadmaps, reimagined | Pendo.io
pricing 68 17.9× 5023 ⚠️ RAG Fracture
https://www.pendo.io/resources/four-enterprise-challenges-and-how-product-led-strategies-can-solve-them/
4 enterprise challenges you didn't know your product could solve | Pendo.io
pricing 68 18.2× 5650 ⚠️ RAG Fracture
https://www.pendo.io/essential-kpis-measuring-ai-agent-performance/
10 essential KPIs to prove the value of AI Agents
pricing 68 19.0× 7125 💰 Pricing
https://www.pendo.io/glossary/what-is-pendo/
What is Pendo? - How Does Pendo Work? | Pendo.io
pricing 68 21.3× 4040 ⚠️ RAG Fracture
https://www.pendo.io/pendo-for-startups/
Pendo for Startups | Product Analytics & In-App Guides That Scale With You
pricing 66 83.9× 2000 ⚠️ RAG Fracture
https://www.pendo.io/pricing/
Plans and pricing for Pendo software experience management solutions | Pendo.io
pricing 65 151.8× 982 ⚠️ RAG Fracture
https://pendo.io/pricing
Plans and pricing for Pendo software experience management solutions | Pendo.io
pricing 65 151.2× 982 ⚠️ RAG Fracture
https://www.pendo.io/solutions/pendo-for-marketing/
Pendo for Marketing Teams - analytics, guides, testing | Pendo
pricing 65 189.9× 726 ⚠️ RAG Fracture
https://www.pendo.io/product/mcp/
Pendo MCP Server: Connect Product Analytics to AI Tools
pricing 65 197.3× 833 💰 Pricing
https://www.pendo.io/solutions/pendo-for-it/
Pendo for IT teams - Identify Software Gaps, Reduce Support Tickets | Pendo.io
pricing 65 105.9× 1631 ⚠️ RAG Fracture
https://www.pendo.io/product/in-app-guides/
Pendo In-app Guidance Software - in-app guides | Pendo.io
pricing 65 170.1× 790 ⚠️ RAG Fracture
https://www.pendo.io/product/listen/
Pendo Listen: Prioritize and build with confidence | Pendo.io
pricing 65 126.3× 1114 ⚠️ RAG Fracture
https://www.pendo.io/solutions/pendo-for-revenue/
Pendo for Sales Teams | Improve Forecast Accuracy with Product Data
pricing 65 170.1× 819 ⚠️ RAG Fracture
https://www.pendo.io/product/pendo-predict/
Pendo Predict | Churn Prediction Software | AI-Powered Customer Retention
pricing 65 165.3× 1194 ⚠️ RAG Fracture
https://www.pendo.io/product/mobile/
Pendo for Mobile: Make every mobile moment matter | Pendo.io
pricing 65 125.9× 1055 💰 Pricing
https://www.pendo.io/product/validate/
Validate: Build products your customers will love, use, and pay for | Pendo.io
pricing 65 189.3× 694 💰 Pricing
https://www.pendo.io/solutions/financial-services/
Pendo for financial services | Pendo.io
pricing 65 221.6× 660 ⚠️ RAG Fracture
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
/customers/ 168 60 1% 94.9× Bot Blocked
/news/ 102 60 1% 95.5× Bot Blocked
/resources/ 59 62 1% 38.0× Bot Blocked
/glossary/ 53 61 1% 57.6× Bot Blocked
/product-led/ 37 60 1% 104.3× Bot Blocked
/product/ 15 64 1% 186.4× Bot Blocked
/solutions/ 5 65 1% 158.6× Bot Blocked
/pndmx/ 4 65 1% 137.6× Bot Blocked
/pendo-free-v3/ 4 65 1% 238.8× Bot Blocked
/product-experience/ 3 62 1% 237.3× Bot Blocked
/brand-guide/ 2 60 1% 223.5× Bot Blocked
/about/ 2 60 1% 262.8× Bot Blocked
/digital-adoption/ 2 62 1% 218.3× Bot Blocked
/pricing/ 2 65 1% 151.5× Bot Blocked
/contract-center/ 2 60 1% 144.2× Bot Blocked
🔄 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/pendo.io

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

🔗 Similar finance Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
pendo.io (this site) 57 80 Next.js 134.7× 1
advcash.com 79 89 Next.js 17.4× 5 Compare →
volet.com 79 89 Next.js 17.4× 5 Compare →
digitalnewstoday.in 78 82 WordPress 4.6× 1 Compare →
trustonefinancial.org 78 89 WordPress 7.0× 1 Compare →
itiviti.com 78 85 Custom / Proprietary 2.6× 1 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite pendo.io 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

F 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.

65
Homepage ACRI
45
Inner Avg ACRI
+20
ACRI Delta
70%
Homepage Ghost
70%
Inner Avg Ghost
95
Drift Score [?]
Worst Inner Pages
60 70% pricing https://pendo.io/about
50 70% pricing https://pendo.io/blog
50 70% pricing https://pendo.io/integrations
🛡️

E-E-A-T Trust Signals

D 25/100

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

12 DOMAINS

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

151
Total Links
12
Unique Domains
10.1
Avg/Page
8%
Diversity
go.pendo.io developers.pendo.io support.pendo.io facebook.com linkedin.com community.pendo.io academy.pendo.io twitter.com youtube.com app.pendo.io
🏘️ Outbound Neighborhood Trust Avg Trust: 37.9

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

🩹

Remediation Patches

COPY-PASTE

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

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": "Pendo",
  "url": "https://pendo.io",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://pendo.io/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 Pendo?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Pendo does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Pendo work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Pendo."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for pendo.io:

Current Score
80
Projected Score
92
Improvement
+12 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →