koket.se 55 D
🛡️ SEO 33 🤖 GEO 62 ⚡ Perf 47 🏗️ Arch 81

koket.se — Global SEODiff Score 55/100

koket.se
📊

With a solid 75/100 ACRI, koket.se is well-positioned for AI search — better than 81% of sites in the Radar. Within the infrastructure vertical, this places koket.se above the industry average of 57 —, suggesting strong competitive positioning in AI search. The low ghost ratio (5%) 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. Structured data coverage is solid at 3 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. 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 (33) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (125×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 2 snapshots
Mar 4 Mar 8
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than koket.se?
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)33 × 0.25 = 8.2
🤖 AI Readiness / GEO (40% weight)62 × 0.40 = 24.8
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)81 × 0.15 = 12.2
Weighted sum = 8.2 + 24.8 + 9.4 + 12.2
Global SEODiff Score = 55 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
34
Structure
avg 35
46
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #65908
+13 pts
Gap
AI (ACRI)
Top 19%
Score 75/100

koket.se shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why koket.se ranks here

Tech stackNext.js
RenderingSSR
Schema coverage3 blocks
Token bloat50×+

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

33/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

57 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 55
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Recept, matinspiration, kockar och matprogram
  • ✗ og:description
  • ✓ 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

62/100 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 →
koket.se
50
Your ACRI Score
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 34/100 — Low
Structured Elements 30 elements (30 lists, 0 rows, 0 headers)
Total Words882
Raw Density3.4%
💡Low structure score (34/100). Your content appears as a wall of text with few structured HTML elements. You have 30 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

2/7 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.
💡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

47
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability47/100 — AI models can partially extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (5.8 KB)Bloat (724.1 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context26% Optimized for Vision
Image Alt Coverage70 / 268 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 729.9 KB, but only 5.8 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 26% 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: 99.2% · SNR: 0.01 · Signal: 1489 / Noise: 185362 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 koket.se 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
This website provides a collection of dessert recipes, focusing on cakes, cookies, and other baked goods, with a strong emphasis
Target Audience
Home bakers, dessert enthusiasts, individuals seeking inspiration for special occasions (e.g., tea parties, birthdays), and those interested in visually stunning and creative desserts.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Extensive recipe database with a strong focus on visual presentation and trend-driven dessert themes (Bridgerton, floral).
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Recipe templates for various dessert typesCategory pages for different dessert themes (e.g., ‘Bridgerton’, ‘Floral’, ‘Vegan’)Recipe search functionality
⚡ Key Pain Points
• Limited SEO optimization for individual recipes
• Lack of structured data (e.g., schema markup) for recipes
• Potential for content duplication across different recipe pages
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
ServerCloudFront
CDNcloudfront
HTTP Status200
Load Time526 ms
Raw HTML Size729.9 KB
Visible Text Size5.8 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

526 ms
Acceptable — room for improvement

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

📦 Page Weight

1594
DOM nodes
730 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=600, s-maxage=604800, stale-while-revalidate=86400
  • ✗ CDN cache status
  • ✓ CDN detected → cloudfront

🔬 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

81/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.koket.se/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

157
internal links
4
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 → sv
  • ✓ 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 50/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for koket.se
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/koket.se" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=koket.se" 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 67 pages · Deep-10

Homepage ACRI
50
Single-page score
-9
Moderate hidden bloat
Δ delta
Site-Wide ACRI
42
Avg across 67 pages · Range 0–60
Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
17974
Avg Bloat
160.6×
Page Type ACRI Token Bloat Words Status
https://www.koket.se/afternoon-tea-a-la-bridgerton
Afternoon tea à la Bridgerton | Köket.se
other 60 214.2× 1213
https://www.koket.se/pistage-24-underbara-recept
Pistage - 24 underbara recept! | Köket.se
other 60 184.0× 780
https://www.koket.se/savoykaldolmar-med-flaskfars
Savoykåldolmar med fläskfärs | Köket.se
other 50 147.7× 332
https://www.koket.se/silviakaka-i-glas
Silviakaka i glas | Köket.se
other 50 167.1× 270
https://www.koket.se/enkel-och-god-salsicciagratang
Enkel och god salsicciagratäng | Köket.se
other 50 154.9× 298
https://www.koket.se/klassisk-smorgastarta-med-skinkfyllning
Klassisk smörgåstårta med skinkfyllning | Köket.se
conversion 50 119.0× 412
https://www.koket.se/falukorvspanna-med-gronsaker-och-dragon
Falukorvspanna med grönsaker och dragon | Köket.se
other 50 173.3× 274
https://www.koket.se/crispy-rice-salad-med-lax-avokado-och-sesamdressing
Crispy rice salad med lax, avokado och sesamdressing | Köket.se
other 50 145.8× 317
https://www.koket.se/sallad-chevre-chaud
Sallad chèvre chaud | Köket.se
other 50 159.9× 312
https://www.koket.se/ugnsbakad-lax-med-gremolata-rostad-fankal-och-pak-choi
Ugnsbakad lax med gremolata, rostad fänkål och pak choi | Köket.se
other 50 146.5× 340
https://www.koket.se/smorstekt-spetskal-med-tahiniyoghurt-kalsallad-och-ortcrunch
Smörstekt spetskål med tahiniyoghurt, kålsallad och örtcrunch | Köket.se
other 50 133.7× 382
https://www.koket.se/fritters-med-linser-och-rotsaker
Fritters med linser och rotsaker | Köket.se
other 50 220.6× 215
https://www.koket.se/blabarskaka-med-kramig-glasyr
Blåbärskaka med krämig glasyr | Köket.se
other 50 134.9× 376
https://www.koket.se/mandelkaka-med-hallon
Mandelkaka med hallon | Köket.se
other 50 176.5× 271
https://www.koket.se/pocherade-vaktelagg
Krustad med pocherade vaktelägg och fläderhollandaise | Köket.se
other 50 191.0× 248
https://www.koket.se/pasta-med-smorsas
Pasta med lufttorkad skinka och smörsås | Köket.se
other 50 162.9× 305
https://www.koket.se/varmande-gryta-med-vita-bonor-och-chistorra
Värmande gryta med vita bönor och Chistorra | Köket.se
other 50 161.6× 284
https://www.koket.se/kokets-basta-sourdrinkar
Kökets bästa sourdrinkar | Köket.se
other 50 206.2× 412
https://www.koket.se/ostkaka-den-svenska-klassikern-som-aldrig-gar-ur-tiden
Ostkaka - den svenska klassikern som aldrig går ur tiden | Köket.se
other 50 200.4× 328
https://www.koket.se/krispigt-ris-med-rostade-rakor
Krispigt ris med rostade räkor | Köket.se
other 50 145.5× 324
Showing 20 of 67 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
/falukorvspanna-med-gronsaker-och-dragon/ 1 50 1% 173.3× Bot Blocked
/pasta-med-smorsas/ 1 50 1% 162.9× Bot Blocked
/faq/ 1 0 0% 0.0× Low AI Readiness
/afternoon-tea-a-la-bridgerton/ 1 60 1% 214.2× Bot Blocked
/silviakaka-i-glas/ 1 50 1% 167.1× Bot Blocked
/smashed-chorizo-taco-med-caesarsallad/ 1 50 1% 146.1× Bot Blocked
/kardemummamazariner/ 1 50 1% 168.0× Bot Blocked
/semlor-i-langpanna/ 1 50 1% 113.7× Bot Blocked
/maki-med-bifftartar/ 1 50 1% 216.7× Bot Blocked
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/saga-malmcrona/ 1 40 1% 682.5× Bot Blocked
/enkel-och-god-salsicciagratang/ 1 50 1% 154.9× Bot Blocked
/varmande-gryta-med-vita-bonor-och-chistorra/ 1 50 1% 161.6× Bot Blocked
/busenkla-smash-burger-sliders/ 1 50 1% 194.8× Bot Blocked
/pasta-med-pistagepesto/ 1 50 1% 121.7× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 67 pages
instagram.com ×57
youtube.com ×57
tv4.se ×57
facebook.com ×57
pinterest.se ×57
nonnaelide.se ×6
felix.se ×4
fransverige.se ×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/koket.se

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

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to koket.se. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
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📊 Semantic Share of Voice

How often would an AI cite koket.se 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 koket.se. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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": "Koket",
  "url": "https://koket.se",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://koket.se/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 0% 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 Koket?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Koket does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Koket work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Koket."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for koket.se:

Current Score
75
Projected Score
87
Improvement
+12 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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