siliconrepublic.com 72 B
🛡️ SEO 58 🤖 GEO 82 ⚡ Perf 59 🏗️ Arch 83

siliconrepublic.com — Global SEODiff Score 72/100

siliconrepublic.com
📊

With a solid 74/100 ACRI, siliconrepublic.com is well-positioned for AI search — better than 78% of sites in the Radar. Within the infrastructure vertical, this places siliconrepublic.com above the industry average of 57 —, 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 token bloat ratio sits at a lean 3.5×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (58) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 6, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Feb 23 Mar 6
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than siliconrepublic.com?
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)58 × 0.25 = 14.5
🤖 AI Readiness / GEO (40% weight)82 × 0.40 = 32.8
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)83 × 0.15 = 12.4
Weighted sum = 14.5 + 32.8 + 11.8 + 12.4
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
49
Structure
avg 36
2
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #32309
+19 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

siliconrepublic.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 siliconrepublic.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat3.5×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

58/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

56 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

148 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Silicon Republic | Technology, science and start-up news
  • ✓ og:description — Silicon Republic is Ireland’s most authoritative voice for science and tech news, covering AI, quantum, cybersecurity, research, careers and more.
  • ✗ og:image
  • ✓ 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

82/100 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 →
siliconrepublic.com
62
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 49/100 — Fair
Structured Elements 98 elements (98 lists, 0 rows, 0 headers)
Total Words1366
Raw Density7.2%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
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
💡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.

📐 AI Efficiency Metrics Docs

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

28%
🗑️ 72%
Useful Content (54.2 KB)Bloat (136.9 KB)
Token Bloat Ratio3.5× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage97 / 97 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

38 Entropy
Poor Token Bloat: High
Noise Ratio: 71.7% · SNR: 0.40 · Signal: 13862 / Noise: 35041 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 siliconrepublic.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
SiliconRepublic.com provides news, features, and career information about science, technology, engineering, and mathematics (STEM) across Europe and beyond.
Target Audience
Tech journalists, STEM professionals, entrepreneurs, students, and job seekers in STEM fields.
Pricing Model
Subscription-based model with options for ongoing access to content.
🏆 Competitive Moat
Comprehensive coverage of the European sci-tech landscape and a strong focus on STEM careers and events.
📊 Content Depth
6/10
Analyzed by SEODiff AI · 2026-03-06

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Server
CDN
HTTP Status200
Load Time695 ms
Raw HTML Size191.0 KB
Visible Text Size54.2 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

695 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1404
DOM nodes
191 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

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

🔬 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

83/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

285
internal links
19
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 62/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for siliconrepublic.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/siliconrepublic.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=siliconrepublic.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 90 pages · Deep-10

Homepage ACRI
62
Single-page score
-14
Moderate hidden bloat
Δ delta
Site-Wide ACRI
48
Avg across 90 pages · Range 44–72
🔍
Hidden Bloat Detected

Homepage scores 62, but internal pages average only 48 — a -14-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
19909
Avg Bloat
91.7×
Page Type ACRI Token Bloat Words Status
https://www.siliconrepublic.com/comms/keeping-irelands-broadband-promise
Keeping Ireland's broadband promise - Comms | siliconrepublic.com - Ireland's Technology News Service
pricing 72 18.5× 1625 💰 Pricing
https://siliconrepublic.com/about
About SiliconRepublic.com | Silicon Republic
about 57 24.6× 419
https://www.siliconrepublic.com/careers/openet-telecom-simon-cassif-terry-vega
Openet Telecom: Simon Cassif & Terry Vega - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 81.7× 226 💰 Pricing
https://www.siliconrepublic.com/careers/3com-corporation-rob-coyne
3Com Corporation: Rob Coyne - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 84.2× 231 💰 Pricing
https://www.siliconrepublic.com/careers/espion-colm-fagan
Espion: Colm Fagan - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 80.4× 228 💰 Pricing
https://www.siliconrepublic.com/careers/hp-services-tony-redmond
HP Services: Tony Redmond - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 77.6× 237 💰 Pricing
https://www.siliconrepublic.com/careers/science-foundation-ireland-dr-richard-s-hirsh
Science Foundation Ireland: Dr Richard S. Hirsh - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 81.1× 231 💰 Pricing
https://www.siliconrepublic.com/careers/net-award-nominee-steps-down-as-site-sinks
Net award nominee steps down as site sinks - Portfolio | siliconrepublic.com - Ireland's Technology News Service
pricing 54 56.8× 345 💰 Pricing
https://www.siliconrepublic.com/careers/eds-chris-barendregt
EDS: Chris Barendregt - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 82.2× 253 💰 Pricing
https://www.siliconrepublic.com/careers/oracle-lisa-dillon
Oracle: Lisa Dillon - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 90.9× 201 💰 Pricing
https://www.siliconrepublic.com/careers/ennis-information-age-services-gillian-davis
Ennis Information Age Services: Gillian Davis - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 78.0× 243 💰 Pricing
https://www.siliconrepublic.com/careers/performix-technologies-ferdi-roberts
Performix Technologies: Ferdi Roberts - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 90.4× 205 💰 Pricing
https://www.siliconrepublic.com/careers/3com-brian-hickey
3Com: Brian Hickey - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 88.1× 208 💰 Pricing
https://www.siliconrepublic.com/careers/fineos-william-burgess
Fineos: William Burgess - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 80.7× 231 💰 Pricing
https://www.siliconrepublic.com/careers/hp-services-denis-neavyn-brendan-mckeefry-and-shea-odriscoll
HP Services: Denis Neavyn, Brendan McKeefry and Shea O'Driscoll - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 68.5× 281 💰 Pricing
https://www.siliconrepublic.com/careers/irish-broadband-paul-doody
Irish Broadband: Paul Doody - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 84.6× 228 💰 Pricing
https://www.siliconrepublic.com/careers/thomas-crosbie-holdings-angela-crowley-ruairi-roddy
Thomas Crosbie Holdings: Angela Crowley, Ruairi Roddy - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 83.3× 225 💰 Pricing
https://www.siliconrepublic.com/careers/ennis-information-age-services-will-dundon
Ennis Information Age Services: Will Dundon - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 92.0× 202 💰 Pricing
https://www.siliconrepublic.com/careers/ennis-information-age-services-pat-fehin
Ennis Information Age Services: Pat Fehin - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 83.0× 234 💰 Pricing
https://www.siliconrepublic.com/careers/servecast-lucy-gaffney
Servecast: Lucy Gaffney - Careers | siliconrepublic.com - Ireland's Technology News Service
pricing 54 81.3× 228 💰 Pricing
Showing 20 of 90 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
/careers/ 87 48 0% 93.8× High JS Bloat
/comms/ 1 72 0% 18.5× High JS Bloat
/about/ 1 57 0% 24.6× High JS Bloat
/contact/ 1 44 0% 52.5× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 90 pages
bsky.app ×90
youtube.com ×90
linkedin.com ×90
square1.io ×90
facebook.com ×90
reddit.com ×88
t.me ×88
threads.net ×88
🔄 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/siliconrepublic.com

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

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📊 Semantic Share of Voice

How often would an AI cite siliconrepublic.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 siliconrepublic.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": "Siliconrepublic",
  "url": "https://siliconrepublic.com",
  "logo": "https://siliconrepublic.com/favicon.ico",
  "sameAs": []
}
</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 Siliconrepublic?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Siliconrepublic does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Siliconrepublic work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Siliconrepublic."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
74
Projected Score
83
Improvement
+9 pts
Add Organization schema +6 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