vilaweb.cat 51 D
🛡️ SEO 13 🤖 GEO 75 ⚡ Perf 36 🏗️ Arch 67
Radar → Domains → vilaweb.cat

vilaweb.cat — Global SEODiff Score 51/100

vilaweb.cat
📊

vilaweb.cat achieves a 73/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Within the infrastructure vertical, this places vilaweb.cat above the industry average of 57 —, suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. With a 4.1× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

51
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (13) has the most room for improvement.
🎯 Top Fix: Fix title tag length → +3 pts
13
🛡️ Traditional SEO
75
🤖 AI Readiness
36
⚡ Performance
67
🏗️ Architecture
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 25 snapshots
Feb 22 Mar 16
🔔 Recent AI Indexing Activity
🔄 Mar 16 Content change detected
Does your site score higher than vilaweb.cat?
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)13 × 0.25 = 3.2
🤖 AI Readiness / GEO (40% weight)75 × 0.40 = 30.0
⚡ Performance (20% weight)36 × 0.20 = 7.2
🏗️ Architecture & Trust (15% weight)67 × 0.15 = 10.0
Weighted sum = 3.2 + 30.0 + 7.2 + 10.0
Global SEODiff Score = 51 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
47
Structure
avg 35
2
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #18804
+24 pts
Gap
AI (ACRI)
Top 25%
Score 73/100

vilaweb.cat 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 vilaweb.cat ranks here

Tech stackWordPress
Industryinfrastructure
RenderingSSR
Schema coverage1 blocks
Token bloat4.1×

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…
See other WordPress sites → infrastructure industry → Full leaderboard → Domain A–Z →
🛡️

Traditional SEO

13/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

85 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

218 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 60
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.vilaweb.cat/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → ca
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — VilaWeb - Diari digital líder en català. Última hora, notícies, opinió i vídeos
  • ✓ og:description — Notícies nacionals Andorra, Catalunya, País Valencià, Illes, Catalunya Nord i internacionals. Opinió, política, esports, cultura i economia dels Països Catalans. Vídeos, pòdcasts i jocs, Paraulògic i Minimots.
  • ✓ 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

75/100 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 →
vilaweb.cat
57
Your ACRI Score
→
safely.co.jp
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 47/100 — Fair
Structured Elements 439 elements (435 lists, 3 rows, 1 headers)
Total Words6702
Raw Density6.6%

🏷️ Schema Health Docs

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

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

60
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability60/100 — AI models can partially 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

24%
🗑️ 76%
Useful Content (185.2 KB)Bloat (577.0 KB)
Token Bloat Ratio4.1× — Lean

Multimodal Readiness

Visual Context86% Optimized for Vision
Image Alt Coverage309 / 358 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

23 Entropy
Poor Token Bloat: High
Noise Ratio: 75.7% · SNR: 0.32 · Signal: 47418 / Noise: 147714 tokens
Run Full Entropy Audit →

🔬 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 vilaweb.cat 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
VilaWeb is a Catalan news website offering subscription-based access to articles, podcasts, and exclusive content, primarily focused on Catalan politics, culture, and current events.
Target Audience
Political activists, Catalan nationalists, journalists, academics, and readers interested in Catalan news and culture.
Pricing Model
Subscription-based, with tiered access to content and features.
🏆 Competitive Moat
Strong brand recognition within Catalonia and a dedicated subscriber base providing a consistent revenue stream.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Favorits
⚡ Key Pain Points
• Limited SEO visibility for specific content
• Lack of structured data for articles
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
ServerVilaWeb
CDN—
HTTP Status200
Load Time707 ms
Raw HTML Size762.2 KB
Visible Text Size185.2 KB
⚡

Performance & Speed

36/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

707 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

5243
DOM nodes
762 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache=set-cookie
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

2
tracker scripts
2
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
doubleclick.netgoogletagmanager.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

67/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

896
internal links
11
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 57/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for vilaweb.cat
Pending Audit — score below 80 threshold 
<a href="https://seodiff.io/radar/domains/vilaweb.cat" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=vilaweb.cat" 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 125 pages · Deep-10

Homepage ACRI
57
Single-page score
-4
Consistent readability
Δ delta
Site-Wide ACRI
54
Avg across 125 pages · Range 0–66
Topical Cohesion
17%
Topical Drift
TF-IDF cosine similarity
Total Words
134448
Avg Bloat
40.3×
Page Type ACRI Token Bloat Words Status
https://www.vilaweb.cat/pagines/destaquem/
VilaWebpagines – VilaWebpagines – VilaWeb <![CDATA[L’Iran nomena l’aiatol·là Alireza Arafi com a líder provisional]]> <![CDATA[Qui era Ali Khamenei, el clergue que va dominar l’Iran durant trenta anys?]]> <![CDATA[La venjança de l’‘amimut’: com l’ambigüitat nuclear d’Israel ha acabat creant la guerra que havia volgut evitar]]> <![CDATA[Els vídeos i imatges que revelen l’abast i l’extensió dels atacs al Llevant]]> <![CDATA[S’ha mort l’artista Eugènia Balcells, pionera en l’art audiovisual]]> <![CDATA[Helena Solà estripa el carnet d’ERC: “La renúncia permanent no construeix cap projecte”]]> <![CDATA[Junts porta al parlament i al congrés i senat espanyols la desaparició del català a les autopistes]]> <![CDATA[Una policia morta i vint-i-cinc ferits en un atemptat amb explosius a Lviv]]> <![CDATA[Quan encara hi havia temps: la jutgessa exemplifica amb casos concrets el retard en l’avís a la població]]> <![CDATA[Àlex Carabal: “Hi ha associacions que juguen amb el dolor de les víctimes”]]> <![CDATA[Prohens governa “per a la gent d’aquí”? ]]> <![CDATA[Emma Vilarasau: “Ens hem de revoltar i la gent no té temps”]]> <![CDATA[‘La tertúlia proscrita’: Eleccions al juny? Juan Carlos torna?]]> <![CDATA[Us presentem els llibres de la col·lecció 2026 de VilaWeb]]> <![CDATA[Continuarà: llibres que són segones parts]]> <![CDATA[‘La crisi dels 30’: Hem sobrevalorat els viatges?]]> <![CDATA[‘La taca d’oli’: La lluita pagesa contra la burocràcia i els peixos grossos, amb Laia Angrill]]> <![CDATA[Un socialista darrere el cop d’estat?]]> <![CDATA[Art negre, una geopoètica]]> <![CDATA[Comença el desplegament en massa de robots, èxit dels busos elèctrics a Europa i entra en funcionament la bateria més gran del món a la Xina]]> <![CDATA[La vídua del metge del Barça Carles Miñarro: “Els meus fills van saber que el seu pare havia mort per la televisió”]]> <![CDATA[Susan Sarandon denuncia el silenci de Hollywood sobre Gaza i fa una crida a l’esperança en rebre el Goya internacional]]> <![CDATA[L’èxit de Xiuxiuejar, la nova xarxa social exclusivament en català, que supera els 2.000 usuaris actius]]> <![CDATA[El moviment per l’habitatge clama a Barcelona contra la caiguda de la moratòria dels desnonaments]]> <![CDATA[Quan la ciutat de Barcelona va desafiar el franquisme anant a peu]]> <![CDATA[Polèmica per una piulada en castellà a 3Cat: “Lamentem l’error”]]> <![CDATA[“Que s’acabe el menyspreu”: la comunitat educativa del País Valencià surt al carrer per exigir millores laborals]]> <![CDATA[Troballes vinícoles del País Valencià i de les Illes Balears (2)]]> <![CDATA[L’AVL refusa d’escriure “Valéncia” i manté el topònim de la ciutat de València]]> <![CDATA[Trump insinua una “presa amistosa” de Cuba i diu que hi ha converses amb l’Havana]]> <![CDATA[Avançament editorial: ‘Maria Stuart’, de Stefan Zweig]]> <![CDATA[Closcadelletra (CDXCIX): Escriure que no escrius és escriure]]> <![CDATA[Els preus pugen poc… però el seu nivell és molt alt]]> <![CDATA[El segon 23-F]]> <![CDATA[Amb el català, menys llirisme i més mala llet]]> <![CDATA[“La victòria és per a Espanya”: el 23-F, el context i el Maresme]]> <![CDATA[Una lliçó quebequesa]]> <![CDATA[Llegir la mort des del futur]]>
pricing 66 10.9× 858 💰 Pricing
https://www.vilaweb.cat/pagines/diumenges-ens-movem-un-mon-dactivitats-al-museu-etnologic-i-de-cultures-del-mon/
'Diumenges ens movem': un món d'activitats al Museu Etnològic i de Cultures del Món - VilaWeb
 other 59 30.5× 1467 ✓
https://www.vilaweb.cat/pagines/lamb-destina-el-07-dels-seus-ingressos-a-projectes-de-cooperacio-internacional-i-es-bolca-amb-els-refugiats/
L’AMB destina el 0,7% dels seus ingressos a projectes de cooperació internacional i es bolca amb els refugiats - VilaWeb
 other 59 21.2× 2200 ✓
https://www.vilaweb.cat/pagines/museu-joan-fuster/
Museu Joan Fuster - VilaWeb
 other 59 35.4× 1261 ✓
https://www.vilaweb.cat/pagines/inbound-marketing-day-3/
Inbound Marketing Day - VilaWeb
 pricing 59 23.0× 1973 💰 Pricing
https://www.vilaweb.cat/pagines/inbound-marketing-day/
Inbound Marketing Day - VilaWeb
 pricing 59 23.0× 1973 💰 Pricing
https://www.vilaweb.cat/pagines/els-contenidors-de-comerc-exterior-els-vehicles-i-els-passatgers-marquen-nous-records-historics-al-port/
Els contenidors de comerç exterior, els vehicles i els passatgers marquen nous rècords històrics al Port - VilaWeb
 other 59 29.4× 1516 ✓
https://www.vilaweb.cat/pagines/joan-fontanella-el-vadefoodies-vol-mostrar-que-es-menja-al-mon-i-alhora-fomentar-la-cuina-digualada/
Joan Fontanella: 'El Vadefoodies vol mostrar què es menja al món i, alhora, fomentar la cuina d’Igualada' - VilaWeb
 pricing 59 26.9× 1665 💰 Pricing
https://www.vilaweb.cat/pagines/la-diputacio-de-barcelona-impulsa-el-programa-transicions-educatives-per-garantir-el-retorn-al-sistema-educatiu/
Transicions Educatives - VilaWeb
 pricing 59 32.0× 1391 💰 Pricing
https://www.vilaweb.cat/pagines/etnologia-i-literatura-en-una-nova-edicio-del-cicle-trencadis-literari/
Etnologia i literatura en una nova edició del cicle ‘Trencadís literari’ - VilaWeb
 other 59 30.2× 1509 ✓
https://www.vilaweb.cat/pagines/pagar-un-pis-de-lloguer-representa-el-40-dels-ingressos-pel-42-dels-habitants-de-lamb/
Pagar un pis de lloguer representa el 40% dels ingressos pel 42% dels habitants de l’AMB - VilaWeb
 other 59 32.7× 1359 ✓
https://www.vilaweb.cat/pagines/la-potenciacio-del-capital-huma-i-el-treball-municipal-en-xarxa-els-nous-reptes-per-a-la-reactivacio-economica-de-larea-metropolitana/
La potenciació del capital humà i el treball municipal en xarxa, els nous reptes per a la reactivació econòmica de l’àrea metropolitana - VilaWeb
 pricing 59 27.2× 1662 💰 Pricing
https://www.vilaweb.cat/pagines/la-diversitat-lencant-principal-de-les-platges-metropolitanes-de-barcelona/
La diversitat, l’encant principal de les platges metropolitanes de Barcelona - VilaWeb
 pricing 59 34.5× 1314 💰 Pricing
https://www.vilaweb.cat/pagines/llegir-cinema-amb-ulls-dantropoleg/
Llegir cinema amb ulls d’antropòleg - VilaWeb
 pricing 59 33.2× 1345 💰 Pricing
https://www.vilaweb.cat/pagines/el-mon-del-treball-protagonista-nova-temporada-docsnoctambuls/
El món del treball protagonista nova temporada DocsNoctàmbuls - VilaWeb
 docs 59 27.3× 1653 ✓
https://www.vilaweb.cat/pagines/mes-de-1-500-families-vulnerables-redueixen-la-despesa-energetica-amb-el-suport-de-la-diputacio-de-barcelona/
Més de 1.500 famílies vulnerables redueixen la despesa energètica amb el suport de la Diputació de Barcelona - VilaWeb
 pricing 59 26.1× 1742 💰 Pricing
https://www.vilaweb.cat/pagines/barcelona-energia-una-aposta-per-la-sobirania-energetica-de-larea-metropolitana-i-el-foment-de-les-energies-renovables/
Barcelona Energia: una aposta per la sobirania energètica de l’àrea metropolitana i el foment de les energies renovables - VilaWeb
 other 59 30.0× 1511 ✓
https://www.vilaweb.cat/pagines/els-ciutadans-dels-municipis-de-larea-metropolitana-que-millor-separen-els-residus-paguen-menys-pel-servei-de-tractament-de-les-deixalles/
Els ciutadans dels municipis de l’àrea metropolitana que millor separen els residus paguen menys pel servei de tractament de les deixalles - VilaWeb
 pricing 59 26.0× 1735 💰 Pricing
https://www.vilaweb.cat/pagines/la-diputacio-de-barcelona-obre-la-segona-linia-dajuts-per-modernitzar-els-poligons-industrials-de-la-demarcacio/
La Diputació de Barcelona obre la segona línia d’ajuts per modernitzar els polígons industrials de la demarcació - VilaWeb
 pricing 59 36.9× 1218 💰 Pricing
https://www.vilaweb.cat/pagines/larea-metropolitana-estudia-lus-continu-daigua-regenerada-per-millorar-la-garantia-i-lautosuficiencia-hidrica/
L’àrea metropolitana estudia l’ús continu d’aigua regenerada per millorar la garantia i l’autosuficiència hídrica - VilaWeb
 legal 59 33.7× 1340 ✓
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
/pagines/ 111 57 0% 40.9× High JS Bloat
/publicitat/ 1 56 0% 78.7× High JS Bloat
/la-nova-redaccio/ 1 56 0% 61.3× High JS Bloat
/espai-vilaweb/ 1 46 0% 87.1× High JS Bloat
/blog/ 1 0 0% 0.0× Low AI Readiness
/la-uoc-ofereix-un-master-destudis-catalans-amb-un-enfocament-transversal-de-la-cultura-la-llengua-la-literatura-i-la-societat/ 1 56 0% 47.7× High JS Bloat
/27s-resultats-eleccions-parlament-catalunya-2015/ 1 46 0% 108.7× High JS Bloat
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/vilaweb-pdf/ 1 56 0% 39.2× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 56 0% 68.6× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
🔄 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/vilaweb.cat

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

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📊 Semantic Share of Voice

How often would an AI cite vilaweb.cat 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 vilaweb.cat. 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": "Vilaweb",
  "url": "https://vilaweb.cat",
  "logo": "https://www.vilaweb.cat/wp-content/themes/vilaweb/img/vilaweb-ico.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": "Vilaweb",
  "url": "https://vilaweb.cat",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://vilaweb.cat/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</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 Vilaweb?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Vilaweb does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Vilaweb work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Vilaweb."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for vilaweb.cat:

Current Score
73
Projected Score
89
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

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📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

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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
Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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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📚 Research & Documentation

🔬
The Science of ACRI
Methodology behind the AI-Crawler Reality Index scoring model.
🚨
Hallucination Risk Study
How poor crawl access increases AI fabrication rates by 3.5×.
🔥
Structural Entropy Paper
The median web page wastes 55% of tokens on noise. Here's the data.
🧪
Extraction Lab Paper
Causal evidence that semantic HTML structure increases AI extraction accuracy.
📖
Documentation Hub
Metrics definitions, fix guides, and API reference for CI/CD integration.
🛠️
Free Tools
llms.txt generator, hallucination checker, entropy audit, and more.