candu.ai 69 C
🛡️ SEO 69 🤖 GEO 70 ⚡ Perf 52 🏗️ Arch 89

candu.ai — Global SEODiff Score 69/100

candu.ai
📊

candu.ai shows strong AI visibility with an ACRI of 71/100, outperforming 70% of indexed domains. Compared to other infrastructure sites (avg score: 57), candu.ai performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. The bloated 17.8× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. The site includes 3 schema blocks, providing adequate structured data for basic entity recognition. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

69
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (52) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 2, 2026 · 📋 API
Does your site score higher than candu.ai?
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)69 × 0.25 = 17.2
🤖 AI Readiness / GEO (40% weight)70 × 0.40 = 28.0
⚡ Performance (20% weight)52 × 0.20 = 10.4
🏗️ Architecture & Trust (15% weight)89 × 0.15 = 13.3
Weighted sum = 17.2 + 28.0 + 10.4 + 13.3
Global SEODiff Score = 69 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
22
Structure
avg 36
46
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #70113
+23 pts
Gap
AI (ACRI)
Top 30%
Score 71/100

candu.ai 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 candu.ai ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage3 blocks
Token bloat17.8×

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

69/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

63 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

142 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 4
  • ✓ Has <h2> headings — found 7
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.candu.ai
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Candu – Product Tours, Onboarding & In-App Guidance | No-Code
  • ✓ og:description — Build product tours, onboarding checklists, and in-app banners without engineering. Guide users to their aha moment faster. Free 14-day trial.
  • ✓ 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

70/100 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, plodopitomnik-sad.ru (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 →
candu.ai
52
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.ru has schema coverage of 12 blocks and uses Express. 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 22/100 — Low
Structured Elements 28 elements (28 lists, 0 rows, 0 headers)
Total Words1945
Raw Density1.4%
💡Low structure score (22/100). Your content appears as a wall of text with few structured HTML elements. You have 28 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 ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks3 blocks

Schema Coverage Map

3/7 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.

📐 AI Efficiency Metrics Docs

48
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability48/100 — AI models can partially extract answers from this page
Crawl CostMedium (60/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

5%
🗑️ 95%
Useful Content (16.2 KB)Bloat (272.7 KB)
Token Bloat Ratio17.8× — Heavy

Multimodal Readiness

Visual Context35% Optimized for Vision
Image Alt Coverage84 / 238 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 35% 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: 94.4% · SNR: 0.06 · Signal: 4157 / Noise: 69820 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/gemma-3-4b-it-qat-4bit) analyzed the extracted content of candu.ai 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
Candu helps SaaS companies build user interfaces for product adoption, enabling users to learn and successfully utilize their products by
Target Audience
SaaS product managers, customer educators, growth hackers, and anyone involved in SaaS product adoption and user onboarding.
Pricing Model
No credit card required for a free trial, with potential paid tiers (details not specified).
🔗 Integration Partners
Coursera
🏆 Competitive Moat
AI-powered UI building and a focus on understanding user intent for product adoption, differentiating it from traditional LMS and guide products.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Template comparison pagesIntegration directory pages
⚡ Key Pain Points
• No structured FAQ schema
• Thin landing pages for features
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-03 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

AI-Readiness Score50/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time681 ms
Raw HTML Size289.0 KB
Visible Text Size16.2 KB

Performance & Speed

52/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

681 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1967
DOM nodes
289 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.com
📐 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://www.candu.ai/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

83
internal links
6
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 52/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for candu.ai
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/candu.ai" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=candu.ai" 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 53 pages · Deep-10

Homepage ACRI
52
Single-page score
+16
Subpages outperform homepage
Δ delta
Site-Wide ACRI
68
Avg across 53 pages · Range 54–90
Topical Cohesion
17%
Topical Drift
TF-IDF cosine similarity
Total Words
77490
Avg Bloat
29.2×
RAG Fractures [?]
53
⚠️
53 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 53 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.candu.ai/blog/creating-ui-that-drives-product-adoption
Creating UI for Product Adoption: Insights from Candu & CELabCreating UI that drives product adoption | Candu Blog
pricing 90 3.9× 9906 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-notion-crafts-a-personalized-onboarding-experience-6-lessons-to-guide-new-users
How Notion Nails Personalized Onboarding (Teardown)How Notion Crafts a Personalized Onboarding Experience: 6 Lessons to Guide New Users | Candu Blog
pricing 75 15.3× 1994 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-to-increase-advanced-feature-adoption-the-right-way
Boost Advanced Feature Adoption: Best Practices for SuccessHow to increase advanced feature adoption the right way | Candu Blog
pricing 75 15.2× 1952 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-to-launch-a-new-product-feature
9 Proven Ways to Launch New Product Features & Drive AdoptionHow to Launch a New Product Feature | Candu Blog
pricing 75 14.0× 2258 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-to-write-release-notes-best-practices-examples-templates
How To Write Release Notes: 4 Examples & Templates To InspireHow to Write Release Notes: Best Practices, Examples & Templates | Candu Blog
pricing 75 10.8× 3038 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-moz-got-8-out-of-10-users-to-love-its-onboarding
Ugly First Versions Win: How Moz Built an 8/10 User Onboarding ExperienceHow Moz Got 8 Out of 10 Users to Love Its Product Onboarding | Candu Blog
pricing 75 14.3× 2135 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-make-improved-activation-rates-multiple-times
Make Onboarding Teardown: How Their Team Boosted Activation by 4–6%Teardown: How Make Boosted Activation by 4–6% with Smarter Onboarding | Candu Blog
pricing 75 15.5× 1927 ⚠️ RAG Fracture
https://www.candu.ai/blog/event-driven-checklists
Candu’s Event-Driven Checklists: Enhance User Activation & UXElevating UX with Candu's Event-Driven Checklists | Candu Blog
pricing 72 18.8× 1513 ⚠️ RAG Fracture
https://www.candu.ai/blog/being-in-the-right-place-at-the-right-time-how-to-launch-an-ai-product
How Medius Launched a Successful AI Product: Right Time & PlaceBeing in the Right Place at the Right Time: How Medius Launched a Successful AI Product | Candu Blog
pricing 72 19.8× 1467 ⚠️ RAG Fracture
https://www.candu.ai/blog/designing-a-user-friendly-onboarding-process-step-by-step-with-examples-from-klaviyo
Klaviyo’s User-Friendly Onboarding Process – 5 TakeawaysDesigning a user-friendly onboarding process step-by-step (with examples from Klaviyo) | Candu Blog
pricing 72 18.1× 1661 ⚠️ RAG Fracture
https://www.candu.ai/blog/genially-candu-delight-activation
Genially + Candu: +146% Day 7 retentionHow Genially turns delight into activation with Candu | Candu Blog
pricing 72 19.3× 1537 ⚠️ RAG Fracture
https://www.candu.ai/blog/how-candu-built-its-customer-dashboard
Candu's Journey: Building a No-Code Customer DashboardHow Candu built its customer dashboard | Candu Blog
pricing 72 18.5× 1494 ⚠️ RAG Fracture
https://www.candu.ai/blog/designing-a-seamless-sign-up-experience-6-lessons-from-trellos-onboarding-flow
6 UX Lessons from Trello’s Seamless Sign-Up FlowDesigning a Seamless Sign-Up Experience: 6 Lessons from Trello’s Onboarding Flow | Candu Blog
pricing 72 18.9× 1566 ⚠️ RAG Fracture
https://www.candu.ai/blog/best-saas-onboarding-examples-checklist-practices-for-2025
Best SaaS Onboarding Examples & Checklist (2025)Best SaaS Onboarding Examples, Checklist & Practices for 2025 | Candu Blog
pricing 72 18.0× 1695 ⚠️ RAG Fracture
https://www.candu.ai/blog/contextual-learning-loop-canva-product-education
Canva's In-Product Education: The $40B Growth FrameworkCanva's In-Product Education: The $40B Growth Framework | Candu Blog
pricing 72 19.8× 1470 ⚠️ RAG Fracture
https://www.candu.ai/pricing
Pricing – Candu No-Code In-App Experiences
pricing 67 25.7× 4348 ⚠️ RAG Fracture
https://candu.ai/pricing
Pricing – Candu No-Code In-App Experiences
pricing 67 25.7× 4348 ⚠️ RAG Fracture
https://www.candu.ai/blog/from-zero-to-consent-in-5-minutes-with-candu-and-ketch
From Zero to Consent in 5 Minutes | Ketch Free + Candu Case StudyFrom Zero to Consent in 5 Minutes — How Ketch Grew Activation 50% with a No-Code Freemium Flow | Candu Blog
pricing 67 22.6× 1310 ⚠️ RAG Fracture
https://www.candu.ai/blog/chargebee-onboarding-flow
Chargebee Onboarding Flow: High-Performance PLG UI/UX DesignHow Chargebee created a high performance product-led onboarding flow in a sales-led world | Candu Blog
pricing 67 24.7× 1127 ⚠️ RAG Fracture
https://www.candu.ai/blog/customer-portal
How a Customer Portal Can Enhance Your SaaS User ExperienceThe benefits of embedding a customer portal in your product | Candu Blog
pricing 67 36.3× 753 ⚠️ RAG Fracture
Showing 20 of 53 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
/blog/ 51 68 0% 29.4× High JS Bloat
/pricing/ 2 67 0% 25.7× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 53 pages
linkedin.com ×53
docs.candu.ai ×53
youtube.com ×53
g2.com ×53
figma.com ×53
developers.candu.ai ×53
app.candu.ai ×53
twitter.com ×2
🔄 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/candu.ai

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 candu.ai. Compare side-by-side.

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candu.ai (this site) 52 71 Custom / Proprietary 17.8× 3
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📊 Semantic Share of Voice

How often would an AI cite candu.ai 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 candu.ai. 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 5% 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>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for candu.ai:

Current Score
71
Projected Score
76
Improvement
+5 pts
Reduce token bloat +5 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