aiplanet.com 55 D
🛡️ SEO 40 🤖 GEO 60 ⚡ Perf 47 🏗️ Arch 76

aiplanet.com — Global SEODiff Score 55/100

aiplanet.com
📊

At 68/100, the ACRI for aiplanet.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other developer sites (avg score: 57), aiplanet.com performs above the benchmark, suggesting strong competitive positioning in AI search. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. Heavy markup overhead (50.0× bloat) forces AI systems to wade through excess code before finding useful information. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

55
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (40) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (87×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 4 Mar 20
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than aiplanet.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)40 × 0.25 = 10.0
🤖 AI Readiness / GEO (40% weight)60 × 0.40 = 24.0
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)76 × 0.15 = 11.4
Weighted sum = 10.0 + 24.0 + 9.4 + 11.4
Global SEODiff Score = 55 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
46
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 8%
Rank #80412
+30 pts
Gap
AI (ACRI)
Top 38%
Score 68/100

aiplanet.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 aiplanet.com ranks here

Tech stackCustom / Proprietary
Industrydeveloper
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

40/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

40 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

89 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 10
  • ✓ Has <h2> headings — found 16
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://aiplanet.com/
  • ✓ 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 — Making AI Accessible for All | AI Planet
  • ✓ og:description — Integrate reliable, private and secure GenAI solutions within your enterprise environment
  • ✓ 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

60/100 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 →
aiplanet.com
46
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 46/100 — Fair
Structured Elements 60 elements (60 lists, 0 rows, 0 headers)
Total Words927
Raw Density6.5%

🏷️ 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

39
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability39/100 — AI models can barely 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 (6.2 KB)Bloat (535.3 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 84 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 541.5 KB, but only 6.2 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 0% 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: 98.8% · SNR: 0.01 · Signal: 1597 / Noise: 137032 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 aiplanet.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
AI Planet provides a community platform, developer tools, and marketplace for building and deploying AI solutions across various industries.
Target Audience
Data scientists, AI professionals, businesses seeking AI solutions, students learning AI.
Pricing Model
⚠ SEMANTIC VOID
🔗 Integration Partners
LLMGenerative AI
🏆 Competitive Moat
Integrated developer platform, community-driven AI solutions, and a focus on democratizing AI access.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Read full articleRead full articleRead full articleRead full articleRead full article
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

AI-Readiness Score50/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time662 ms
Raw HTML Size541.5 KB
Visible Text Size6.2 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

662 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1671
DOM nodes
542 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=0, must-revalidate
  • ✓ 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

76/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

72
internal links
20
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 46/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for aiplanet.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/aiplanet.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=aiplanet.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 27 pages · Deep-10

Homepage ACRI
46
Single-page score
-18
Moderate hidden bloat
Δ delta
Site-Wide ACRI
28
Avg across 27 pages · Range 0–79
🔍
Hidden Bloat Detected

Homepage scores 46, but internal pages average only 28 — a -18-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
14922
Avg Bloat
149.1×
RAG Fractures [?]
2
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://aiplanet.com/terms-of-service
Terms of Service | AI Planet (formerly DPhi)
legal 79 4.6× 6815
https://aiplanet.com/privacy-policy
Privacy Policy | AI Planet (formerly DPhi)
legal 74 6.8× 3913
https://aiplanet.com/blog
AI Planet - AI Planet (formerly DPhi) is a global ecosystem that aims to educate and empower individuals and organizations to build and utilize artificial intelligence (AI). With a community of over 300,000 AI specialists and enthusiasts, we offer a range of products and have helped drive innovative solutions for various industries. Our ultimate goal is to make AI education accessible to everyone and use AI to tackle important business and social challenges.
pricing 64 30.1× 1180 💰 Pricing
https://aiplanet.com/pricing
Pricing | AI Planet (formerly DPhi)
pricing 43 132.4× 201 ⚠️ RAG Fracture
https://aiplanet.com/learning-paths
Data Science Learning Paths | AI Planet (formerly DPhi)
blog 43 149.7× 216
https://aiplanet.com/contribute
Contribute | AI Planet (formerly DPhi)
other 43 98.9× 304
https://aiplanet.com/courses
Free Data Science Courses from experts | AI Planet (formerly DPhi)
pricing 43 142.4× 279 💰 Pricing
https://aiplanet.com/teams
AI Planet (formerly DPhi) for Teams | Bring data literacy to your organization
pricing 43 82.3× 458 ⚠️ RAG Fracture
https://aiplanet.com/about-us
About Us | AI Planet (formerly DPhi)
about 43 72.6× 397
https://aiplanet.com/challenges
AI & Data Science Challenges | AI Planet (formerly DPhi)
pricing 43 148.5× 251 💰 Pricing
https://aiplanet.com/community
AI Planet (formerly DPhi) - Democratizing Data Science Learning
other 43 105.9× 335
https://aiplanet.com/live-sessions
Live Sessions | AI Planet (formerly DPhi)
pricing 33 232.0× 129 💰 Pricing
https://aiplanet.com/apps
AI Apps for your Everyday Needs | AI Planet App Store
other 33 237.6× 186
https://aiplanet.com/wall-of-love
Wall of Love | AI Planet (formerly DPhi)
other 33 339.3× 92
https://aiplanet.com/notebooks/all-notebooks
All Notebooks | AI Planet (formerly DPhi)
other 33 404.7× 62
https://aiplanet.com/wall-of-love/videos
Wall of Love(Videos) | AI Planet (formerly DPhi)
other 23 633.4× 32
https://aiplanet.com/wall-of-love/dphi-testimonials
Wall of Love | AI Planet (formerly DPhi)
social-proof 23 586.5× 37
https://aiplanet.com/wall-of-love/linkedin-testimonials
Wall of Love(Linkedin Testimonials) | AI Planet (formerly DPhi)
social-proof 23 616.8× 35
https://aiplanet.com/about about 0 0.0× 0
https://aiplanet.com/features product 0 0.0× 0
Showing 20 of 27 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
/wall-of-love/ 4 26 1% 544.0× Bot Blocked
/products/ 1 0 0% 0.0× Low AI Readiness
/contribute/ 1 43 1% 98.9× Bot Blocked
/learning-paths/ 1 43 1% 149.7× Bot Blocked
/courses/ 1 43 1% 142.4× Bot Blocked
/teams/ 1 43 1% 82.3× Bot Blocked
/terms-of-service/ 1 79 0% 4.6× Healthy
/about-us/ 1 43 1% 72.6× Bot Blocked
/index.tsx/ 1 0 0% 0.0× Low AI Readiness
/privacy-policy/ 1 74 0% 6.8× High JS Bloat
/pricing/ 1 43 1% 132.4× Bot Blocked
/challenges/ 1 43 1% 148.5× Bot Blocked
/notebooks/ 1 33 1% 404.7× Bot Blocked
/community/ 1 43 1% 105.9× Bot Blocked
/blog/ 1 64 0% 30.1× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 27 pages
discuss.aiplanet.com ×18
instagram.com ×17
twitter.com ×17
youtube.com ×17
facebook.com ×17
linkedin.com ×17
forms.gle ×5
sendy.co ×1
🔄 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/aiplanet.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 aiplanet.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
aiplanet.com (this site) 46 68 Custom / Proprietary 86.8× 0
majic.rs 71 77 Custom / Proprietary 3.0× 0 Compare →
codezine.jp 71 79 Custom / Proprietary 3.2× 0 Compare →
emaint.com 71 93 WordPress 85.8× 2 Compare →
daals.com 71 82 Shopify 6.3× 0 Compare →
fc-magdeburg.de 71 81 Next.js 2.0× 0 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite aiplanet.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 aiplanet.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": "Aiplanet",
  "url": "https://aiplanet.com",
  "logo": "https://framerusercontent.com/images/JxfsrNbOZ4bzVLkgTU6rWWVAFiI.png",
  "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": "Aiplanet",
  "url": "https://aiplanet.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://aiplanet.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% 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 Aiplanet?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Aiplanet does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Aiplanet work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Aiplanet."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
68
Projected Score
86
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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