ksbw.com 45 D
🛡️ SEO 44 🤖 GEO 68 ⚡ Perf 59 🏗️ Arch 99

ksbw.com — Global SEODiff Score 45/100

ksbw.com
📊

ksbw.com struggles with AI visibility, recording a critical ACRI of 15/100 — AI crawlers face significant hurdles extracting its content. Within the infrastructure vertical, this places ksbw.com below the industry average of 57 —, indicating room for competitive improvement. The rendering approach is hybrid, with a moderate ghost ratio of 15% — most content is accessible without JS, though some elements are client-rendered. The 10.9× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI crawlers (GPTBot, ClaudeBot, CCBot, Google-Extended) are restricted by robots.txt — the site has limited accessibility to AI search.

45
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (44) has the most room for improvement.
🎯 Top Fix: Allow GPTBot + ClaudeBot in robots.txt → lift the score cap
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
Does your site score higher than ksbw.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)44 × 0.25 = 11.0
🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)99 × 0.15 = 14.8
Weighted sum = 11.0 + 27.2 + 11.8 + 14.8
⚠️ Fatal multiplier: All major AI bots blocked → ×0.5
Global SEODiff Score = 45 (D)
🚫
Gatekeeper Rule: Score cannot exceed 15. Both GPTBot and ClaudeBot are blocked in robots.txt. No major AI assistant can cite this site. Allow at least one major AI crawler to lift the cap. See Bot Access →
📊 ACRI Sub-Scores (AI Readiness Detail)
20
Bot Access
avg 92
94
Rendering
avg 93
62
Structure
avg 35
2
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #55797
+62 pts
Gap
AI (ACRI)
Top 67%
Score 15/100

ksbw.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 ksbw.com ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage1 blocks
Token bloat10.9×

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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

44/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

70 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

99 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 21
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.ksbw.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 — Monterey, Salinas and Santa Cruz, CA News and Weather - KSBW Channel 8
  • ✓ og:description — monterey news, salinas news, santa cruz news, monterey weather, salinas weather, santa cruz weather
  • ✓ og:image — preview
  • ✗ twitter:card
📐 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

68/100 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 →
ksbw.com
48
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)
Blocked
ClaudeBot (Anthropic)
Blocked
CCBot (Common Crawl)
Blocked
Google-Extended
Blocked
Googlebot
Allowed
💡GPTBot is blocked. To appear in ChatGPT citations, add Allow: / under User-agent: GPTBot in your robots.txt.
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 15%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 62/100 — Good
Structured Elements 91 elements (91 lists, 0 rows, 0 headers)
Total Words777
Raw Density11.7%

🏷️ 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

52
AI Extractability
Medium
Crawl Cost
Critical
Blocklist Risk
Extractability52/100 — AI models can partially extract answers from this page
Crawl CostMedium (60/100) — moderate for AI crawlers to process
Blocklist RiskCritical — 4 of 5 AI crawlers blocked

Token Bloat Research

9%
🗑️ 91%
Useful Content (22.9 KB)Bloat (227.4 KB)
Token Bloat Ratio10.9× — Normal

Multimodal Readiness

Visual Context95% Optimized for Vision
Image Alt Coverage18 / 19 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 90.9% · SNR: 0.10 · Signal: 5862 / Noise: 58224 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 ksbw.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
KSBW provides comprehensive coverage of the U.S. Women's Open at Pebble Beach, highlighting key players like Rose Zhang and Mina
Target Audience
Golf enthusiasts, female golfers, parents of young golfers, and viewers interested in sports journalism and local news.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
KSBW’s deep local coverage and focus on inspiring stories within the golf community create a strong connection with viewers and a unique perspective not readily available elsewhere.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Multiple clips referenced with file numbers (e.g., 7048, 7050)Use of timestamps within clips (e.g., :09, :21)Repetitive use of key terms like ‘Pebble Beach’, ‘Women’s Open’, ‘Minah Hargue’References to local legends and rising stars
⚡ Key Pain Points
• Limited SEO optimization – lacks structured data schema (FAQ), thin landing pages
• Reliance on video clips for content – may hinder discoverability
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

AI-Readiness Score50/100
Servernginx/1.18.0
CDN
HTTP Status200
Load Time639 ms
Raw HTML Size250.3 KB
Visible Text Size22.9 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

639 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

838
DOM nodes
250 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=240, must-revalidate
  • ✗ 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
doubleclick.net
📐 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

99/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

124
internal links
15
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 48/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for ksbw.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/ksbw.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ksbw.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 74 pages · Deep-10

Homepage ACRI
48
Single-page score
+5
Consistent readability
Δ delta
Site-Wide ACRI
54
Avg across 74 pages · Range 0–72
Topical Cohesion
18%
Topical Drift
TF-IDF cosine similarity
Total Words
56950
Avg Bloat
84.3×
Page Type ACRI Token Bloat Words Status
https://www.ksbw.com/article/ksbw-8-special-making-history-at-pebble-beach/44391295
KSBW 8 Special: Making History at Pebble Beach
pricing 72 18.0× 3913 💰 Pricing
https://www.ksbw.com/article/week-11-high-school-playbook-blitz/45741247
Week 11 High School Playbook Blitz
pricing 67 23.8× 2727 💰 Pricing
https://www.ksbw.com/article/halloween-celebrations-in-san-benito-county/45712845
Halloween Celebration in San Benito County
pricing 64 104.9× 597 💰 Pricing
https://www.ksbw.com/article/two-die-in-head-on-crash-on-blanco-rd-halloween-night/45714582
2 die in head-on crash on Blanco Road Halloween night
pricing 64 115.1× 546 💰 Pricing
https://www.ksbw.com/article/salinas-makes-list-of-most-expensive-cities-in-the-united-states/45727139
Salinas makes list of most expensive cities in the United States
pricing 64 54.1× 1182 💰 Pricing
https://www.ksbw.com/article/wet-start-to-monday-with-chance-of-more-showers-later/45755672
Wet start to Monday with chance of more showers later
pricing 64 104.3× 597 💰 Pricing
https://www.ksbw.com/article/first-look-coach-nicholas-kerr-aims-for-big-wins-with-santa-cruz-warriors/45713103
First look: Coach Nicholas Kerr aims for big wins with Santa Cruz Warriors
pricing 64 50.5× 1277 💰 Pricing
https://www.ksbw.com/article/ksbw-wins-emmyr-award-for-breaking-news-coverage-erin-clark-delivers-acceptance-speech/44098117
KSBW wins Emmy® Award. Erin Clark delivers acceptance speech
pricing 64 104.3× 591 💰 Pricing
https://www.ksbw.com/article/capitola-watsonville-and-pacific-grove-are-latest-cities-to-stop-virtual-public-comment/45690496
Capitola, Watsonville and Pacific Grove are latest cities to stop virtual public comment
pricing 64 63.6× 1006 💰 Pricing
https://www.ksbw.com/article/california-skateboarder-representing-usa-at-world-skate-games/45700809
64-year-old California skateboarder representing USA at World Skate Games
pricing 64 43.3× 1492 💰 Pricing
https://www.ksbw.com/article/a-mild-halloween-with-a-cool-and-comfy-night/45702692
A mild Halloween with a cool and comfy night
pricing 64 76.4× 815 💰 Pricing
https://www.ksbw.com/article/search-continues-for-armed-robber-who-held-up-prunedale-jewelry-store/45701070
Search continues for armed robber who held up Prunedale jewelry store
pricing 64 48.1× 1345 💰 Pricing
https://www.ksbw.com/article/from-the-archives-haunted-buildings-on-the-central-coast/45703631
From the Archives: Haunted buildings on the Central Coast
pricing 64 84.6× 751 💰 Pricing
https://www.ksbw.com/article/staffing-struggles-for-both-salinas-and-hollister-police-departments/45712445
Staffing struggles for both Salinas and Hollister police departments
pricing 64 55.9× 1148 💰 Pricing
https://www.ksbw.com/article/salinas-softball-coach-pleads-guilty-to-molesting-a-minor/45713882
Monterey county softball coach pleads guilty to molesting a minor
pricing 64 114.5× 551 💰 Pricing
https://www.ksbw.com/article/halloween-night-shooting-at-north-salinas-house-party/45713951
7 shot at Halloween party in Salinas, 1 in critical condition
pricing 64 57.2× 1123 💰 Pricing
https://www.ksbw.com/article/western-flyer-is-back-in-monterey-to-contribute-to-marine-science/45753383
Western Flyer is back in Monterey to contribute to marine science
pricing 64 48.5× 1322 💰 Pricing
https://www.ksbw.com/article/state-officials-reassessed-oil-containment-strategies-at-carmel-river-state-beach/45715967
State officials reassessed oil containment strategies at Carmel River State Beach
pricing 64 61.7× 1035 💰 Pricing
https://www.ksbw.com/article/large-police-activity-closes-northbound-highway-101-in-salinas/45725469
Highway 101 reopens after police standoff in Salinas
pricing 64 92.7× 684 💰 Pricing
https://www.ksbw.com/article/employees-at-salinas-packaging-company-walk-off-the-job/45727784
Employees at Salinas packaging company walk off the job
pricing 64 89.0× 716 💰 Pricing
Showing 20 of 74 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
/article/ 64 61 0% 95.7× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 64 0% 115.4× High JS Bloat
/about/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 74 pages
advertise.ksbw.com ×65
eevd.fa.us6.oraclecloud.com ×65
youtube.com ×65
twitter.com ×65
hearst.com ×65
publicfiles.fcc.gov ×65
facebook.com ×65
advertise.estrellamonterey.com ×65
🔄 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/ksbw.com

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

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📊 Semantic Share of Voice

How often would an AI cite ksbw.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 ksbw.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": "Ksbw",
  "url": "https://ksbw.com",
  "logo": "https://kubrick.htvapps.com/htv-prod-media.s3.amazonaws.com/htv_default_image/ksbw/favicon.png?resize=16:16",
  "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": "Ksbw",
  "url": "https://ksbw.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://ksbw.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Allow GPTBot in robots.txt
High Impact ⏱ 2 min
GPTBot is blocked — your content cannot appear in ChatGPT citations. Add this to your robots.txt:
text
User-agent: GPTBot
Allow: /

User-agent: ChatGPT-User
Allow: /
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is restricted — Claude may not be able to cite your content. Many AI assistants rely on it.
text
User-agent: ClaudeBot
Allow: /

User-agent: anthropic-ai
Allow: /
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 9% 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>
📈

Projected Impact

ROI EST.

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

Current Score
15
Projected Score
46
Improvement
+31 pts
Allow GPTBot +8 pts
Allow ClaudeBot +5 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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