softcatala.org 77 B
🛡️ SEO 69 🤖 GEO 89 ⚡ Perf 53 🏗️ Arch 93

softcatala.org — Global SEODiff Score 77/100

softcatala.org
📊

Registering an exceptional 90/100 on the AI-Crawler Reality Index, softcatala.org sits in the highest tier of AI extractability among indexed domains. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. The token bloat ratio sits at a lean 4.3×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

77
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (53) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)69 × 0.25 = 17.2
🤖 AI Readiness / GEO (40% weight)89 × 0.40 = 35.6
⚡ Performance (20% weight)53 × 0.20 = 10.6
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 17.2 + 35.6 + 10.6 + 13.9
Global SEODiff Score = 77 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
99
Structure
avg 36
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #56257
Aligned
Gap
AI (ACRI)
Top 1%
Score 90/100

softcatala.org has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why softcatala.org ranks here

Tech stackWordPress
Industry
RenderingSSR
Schema coverage1 blocks
Token bloat4.3×

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

67 chars
Too long

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 4
  • ✓ Has <h2> headings — found 8
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Softcatalà | Informàtica, Internet i noves tecnologies en català
  • ✓ og:description — Softcatalà és una organització sense ànim de lucre que fomenta l'ús del català a les noves tecnologies. Projectes de Softcatalà i programes en català.
  • ✓ 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.

🚨

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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 99/100 — Excellent
Structured Elements 221 elements (221 lists, 0 rows, 0 headers)
Total Words758
Raw Density29.2%

🏷️ Schema Health Docs

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

Schema Coverage Map

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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

85
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability85/100 — AI models can easily extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

23%
🗑️ 77%
Useful Content (18.5 KB)Bloat (60.2 KB)
Token Bloat Ratio4.3× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage28 / 28 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

17 Entropy
Poor Token Bloat: High
Noise Ratio: 76.5% · SNR: 0.31 · Signal: 4735 / Noise: 15405 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 softcatala.org 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
Promoting Catalan language in IT and internet
Target Audience
Tech users interested in Catalan language
Pricing Model
Not specified
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

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time1553 ms
Raw HTML Size78.7 KB
Visible Text Size18.5 KB

Performance & Speed

53/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1553 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

885
DOM nodes
79 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

193
internal links
13
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 → ca
  • ✓ 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 softcatala.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/softcatala.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=softcatala.org" 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 1000 pages · Deep-10

Homepage ACRI
79
Single-page score
-18
Moderate hidden bloat
Δ delta
Site-Wide ACRI
61
Avg across 1000 pages · Range 34–90
🔍
Hidden Bloat Detected

Homepage scores 79, but internal pages average only 61 — a -18-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
18%
Topical Drift
TF-IDF cosine similarity
Total Words
632236
Avg Bloat
59.9×
RAG Fractures [?]
8
⚠️
8 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 8 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.softcatala.org/noticies/article-digitalitzacio-llibres-biblioteques/
Article: Digitalització dels llibres de les biblioteques - Softcatalà
blog 90 3.3× 7448
https://www.softcatala.org/noticies/catala-xarxa-historia-raons-cas-exit/
El català a la xarxa: història i raons d'un cas d'èxit - Softcatalà
pricing 90 3.2× 7090 💰 Pricing
https://www.softcatala.org/noticies/article-entrevista-softcatala/
Article: entrevista a Softcatalà - Softcatalà
blog 90 4.7× 4229
https://www.softcatala.org/noticies/article-patents-programari-ue-disbarats-malentesos/
Article: «Patents de programari, UE, disbarats o malentesos» - Softcatalà
pricing 90 3.6× 6966 💰 Pricing
https://www.softcatala.org/noticies/programari-lliure-sector-public/
Programari lliure en el sector públic - Softcatalà
other 90 4.0× 5382
https://www.softcatala.org/noticies/patents-programari-llibertat-escollir/
Patents de programari i llibertat d'escollir - Softcatalà
pricing 90 4.3× 5279 💰 Pricing
https://www.softcatala.org/noticies/terminologia-societat-informacio/
La terminologia de la societat de la informació - Softcatalà
other 90 2.9× 9165
https://www.softcatala.org/noticies/programari-lliure-llengues-minoritzades-oportunitat-impagable/
Programari lliure i llengües minoritzades: una oportunitat impagable - Softcatalà
other 90 4.9× 3984
https://www.softcatala.org/noticies/que-ha-lliure-llengua/
Per què ha de ser lliure la llengua? - Softcatalà
other 90 4.7× 4114
https://www.softcatala.org/recull-termes-softcatala/
Recull de termes de Softcatalà - Softcatalà
other 90 4.2× 9648
https://www.softcatala.org/guia-estil-de-softcatala/aspectes-linguistics/
Aspectes lingüístics - Softcatalà
other 90 4.5× 5697
https://www.softcatala.org/noticies/article-inclusio-digital-sobre-programari-lliure-cas-illa-mel/
Article: Inclusió digital sobre programari lliure: el cas de l'illa de Mel - Softcatalà
blog 85 6.6× 2714
https://www.softcatala.org/noticies/projecte-open-directory-catala/
El projecte Open Directory català - Softcatalà
other 85 8.4× 2017
https://www.softcatala.org/noticies/mozilla-1-0-quatre-anys-despres/
Mozilla 1.0: quatre anys després - Softcatalà
pricing 85 6.5× 2780 💰 Pricing
https://www.softcatala.org/noticies/catala-joves-xats-correus-electronics-missatges-mobils-nova-varietat-colloquial/
El català dels joves en els xats, correus electrònics i missatges a mòbils: una nova varietat col·loquial? - Softcatalà
other 85 5.3× 4000
https://www.softcatala.org/noticies/emoji-senyera-sera-possible-ben-aviat/
L'emoji de la Senyera serà possible ben aviat - Softcatalà
other 85 8.8× 2067
https://www.softcatala.org/trobades/trobades-2011/jornada-de-traduccio-de-maig-2011/
Jornada de traducció de maig 2011 - Softcatalà
pricing 85 7.3× 2444 💰 Pricing
https://www.softcatala.org/documentacio-historica/linux/preguntes-mes-frequents-per-a-nouvinguts/
Preguntes més freqüents per a nouvinguts - Softcatalà
pricing 85 6.7× 2935 💰 Pricing
https://www.softcatala.org/noticies/situacio-catala-internet-gener-2012/
La situació del català a Internet a gener del 2012 - Softcatalà
other 85 7.1× 2490
https://www.softcatala.org/noticies/manifest-favor-programari-lliure-formats-oberts-municipis/
Manifest a favor del programari lliure i formats oberts als municipis - Softcatalà
other 85 8.9× 1885
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
/noticies/ 337 69 0% 28.4× High JS Bloat
/trobades/ 45 72 0% 20.2× High JS Bloat
/programes/ 40 61 0% 51.2× High JS Bloat
/projectes/ 19 72 0% 19.2× High JS Bloat
/documentacio-historica/ 15 79 0% 12.8× High JS Bloat
/que-es-softcatala/ 9 73 0% 18.2× High JS Bloat
/guia-estil-de-softcatala/ 5 83 0% 9.3× High JS Bloat
/tutorials/ 3 72 0% 18.2× High JS Bloat
/estandard-iso-catala/ 3 72 0% 17.3× High JS Bloat
/traductor/ 2 67 0% 29.5× High JS Bloat
/com-ens-organitzem/ 2 80 0% 13.2× High JS Bloat
/recursos/ 2 70 0% 35.2× High JS Bloat
/ordinadors-i-mobils-en-catala/ 2 72 0% 21.3× High JS Bloat
/google-summer-of-code/ 2 71 0% 19.4× High JS Bloat
/col·laboreu/ 1 75 0% 13.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 1000 pages
facebook.com ×1000
creativecommons.org ×1000
debian.org ×1000
github.com ×1000
twitter.com ×1000
softvalencia.org ×1000
git-scm.com ×998
ca.wordpress.org ×998
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/softcatala.org

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

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🩹

Remediation Patches

COPY-PASTE

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

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for softcatala.org:

Current Score
90
Projected Score
96
Improvement
+6 pts
Reduce token bloat +3 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)

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Template Drift
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Regression Incidents
Track in My Site
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Deep Audit graph
Semantic Structure
GEO view in Deep Audit
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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