shawlocal.com 55 D
🛡️ SEO 41 🤖 GEO 54 ⚡ Perf 47 🏗️ Arch 90

shawlocal.com — Global SEODiff Score 55/100

shawlocal.com
📊

shawlocal.com shows strong AI visibility with an ACRI of 65/100, outperforming 55% of indexed domains. Compared to other infrastructure sites (avg score: 57), shawlocal.com performs above the benchmark, suggesting strong competitive positioning in AI search. The rendering approach is hybrid, with a moderate ghost ratio of 30% — most content is accessible without JS, though some elements are client-rendered. A 32.2× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

55
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (41) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (32×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 6, 2026 · 📋 API
📈 ACRI Trend 20 snapshots
Feb 21 Mar 6
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than shawlocal.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)41 × 0.25 = 10.2
🤖 AI Readiness / GEO (40% weight)54 × 0.40 = 21.6
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)90 × 0.15 = 13.5
Weighted sum = 10.2 + 21.6 + 9.4 + 13.5
Global SEODiff Score = 55 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
84
Rendering
avg 93
44
Structure
avg 36
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #37551
+42 pts
Gap
AI (ACRI)
Top 45%
Score 65/100

shawlocal.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 shawlocal.com ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage0 blocks
Token bloat32.2×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

67 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

31 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 48
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Shaw Local: Local news and sports for northern Illinois, since 1851
  • ✓ og:description — Your most trusted local source.
  • ✓ 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

54/100 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 →
shawlocal.com
45
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.

👻
Shadow Content Detected: 30% of your page token budget is in non-rendered regions (JavaScript-dependent content that AI crawlers may not process). Combined with 32.2x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 44/100 — Fair
Structured Elements 65 elements (65 lists, 0 rows, 0 headers)
Total Words1132
Raw Density5.7%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

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

37
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability37/100 — AI models can barely extract answers from this page
Crawl CostHigh (80/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

3%
🗑️ 97%
Useful Content (9.1 KB)Bloat (283.2 KB)
Token Bloat Ratio32.2× — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage24 / 24 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 292.3 KB, but only 9.1 KB is text. 3% useful / 97% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (32.2×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 96.9% · SNR: 0.03 · Signal: 2321 / Noise: 72507 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 shawlocal.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
ShawLocal.com provides a centralized platform for local news content across Northern Illinois.
Target Audience
Local residents, news consumers, readers of local newspapers
Pricing Model
Subscription-based access to local news content.
🏆 Competitive Moat
Extensive local news coverage and a long-standing community presence.
📊 Content Depth
3/10
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score50/100
Serveropenresty
CDN
HTTP Status200
Load Time1026 ms
Raw HTML Size292.3 KB
Visible Text Size9.1 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1026 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

987
DOM nodes
292 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, max-age=60
  • ✗ 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

90/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.shawlocal.com/arc/outboundfeeds/sitemap-index?outputType=xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

135
internal links
24
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 45/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for shawlocal.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/shawlocal.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=shawlocal.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 83 pages · Deep-10

Homepage ACRI
45
Single-page score
+10
Subpages outperform homepage
Δ delta
Site-Wide ACRI
56
Avg across 83 pages · Range 33–63
Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
53558
Avg Bloat
92.2×
RAG Fractures [?]
1
⚠️
1 RAG-Chunking Fracture Detected

Poorly formatted tables or pricing grids on 1 page will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.shawlocal.com/news/2026/02/28/israeli-officials-say-irans-supreme-leader-khamenei-has-been-killed/
Israeli officials say Iran’s Supreme Leader Khamenei has been killed – Shaw Local
pricing 63 23.1× 1849 💰 Pricing
https://www.shawlocal.com/news/2026/03/01/even-amid-partial-dhs-shutdown-illinois-remains-on-edge-over-ice-coming-back/
Even amid partial DHS shutdown, Illinois remains on edge over ICE coming back – Shaw Local
pricing 63 27.7× 1695 💰 Pricing
https://www.shawlocal.com/sauk-valley/2026/02/28/not-just-cows-sows-and-plows-cultivating-connections-showcases-sauk-valley-schools-ag-education-ffa/
Not just ‘cows, sows and plows’: Cultivating Connections showcases Sauk Valley schools’ ag education, FFA – Shaw Local
pricing 60 55.0× 1071 💰 Pricing
https://www.shawlocal.com/real-estate/2026/02/28/these-residential-properties-were-the-best-deals-for-kane-countys-in-the-week-of-feb-16/
These residential properties were the best deals for Kane County's in the week of Feb. 16 – Shaw Local
pricing 60 57.9× 880 💰 Pricing
https://www.shawlocal.com/daily-chronicle/2026/02/28/kishwaukee-symphony-orchestra-names-concerto-competition-winner/
Kishwaukee Symphony Orchestra names concerto competition winner – Shaw Local
pricing 60 71.2× 645 💰 Pricing
https://www.shawlocal.com/175th-anniversary/2026/02/28/historical-covers-for-february-28-la-salle-county-sheriff-election-decided-by-judge/
Historical covers for February 28: La Salle County Sheriff election decided by judge – Shaw Local
pricing 60 80.9× 568 💰 Pricing
https://www.shawlocal.com/kendall-county-now/2026/02/26/oswego-district-308-teacher-a-finalist-for-golden-apple-award/
Oswego District 308 teacher a finalist for Golden Apple Award – Shaw Local
pricing 60 85.2× 505 💰 Pricing
https://www.shawlocal.com/news/2026/02/28/what-to-know-about-us-israel-attacks-on-iran/
What to know about U.S.-Israel attacks on Iran – Shaw Local
pricing 60 42.0× 984 💰 Pricing
https://www.shawlocal.com/kane-county-chronicle/2026/02/28/reinecke-on-geneva-police-station-referendum-current-building-has-served-its-time/
Reinecke on Geneva police station referendum: Current building has served its time – Shaw Local
pricing 60 35.4× 959 💰 Pricing
https://www.shawlocal.com/kane-county-chronicle/2026/02/28/batavia-chiropractor-faces-new-suits-naming-his-wife-though-officials-say-he-acted-alone-shes-divorcing-him/
Batavia chiropractor faces new suits naming his wife, though officials say he acted alone; she’s divorcing him – Shaw Local
pricing 60 45.0× 1086 💰 Pricing
https://www.shawlocal.com/northwest-herald/2026/02/28/controversial-woodstock-gravel-pit-consideration-delayed-until-june-opponents-claims-called-baseless/
Controversial Woodstock gravel pit consideration delayed until June; opponents’ claims called ‘baseless’ – Shaw Local
pricing 60 64.3× 703 💰 Pricing
https://www.shawlocal.com/thescene/2025/11/14/best-of-the-best-brews-top-coffee-shops-in-suburbs-sauk-valley-illinois-valley/
Best of the Best Brews: Top coffee shops in suburbs, Sauk Valley & Illinois Valley – Shaw Local
pricing 60 43.2× 1074 💰 Pricing
https://www.shawlocal.com/northwest-herald/2026/02/28/time-runs-out-johnsburg-beats-richmond-burton-for-1st-regional-title-since-2019/
Time runs out, Johnsburg beats Richmond-Burton for 1st regional title since 2019 – Shaw Local
pricing 60 41.7× 1312 💰 Pricing
https://www.shawlocal.com/northwest-herald/2026/02/28/algonquin-receives-600k-grant-to-remodel-public-park/
Algonquin receives $600K grant to remodel public park – Shaw Local
pricing 60 77.7× 559 💰 Pricing
https://www.shawlocal.com/northwest-herald/2026/02/28/carpentersville-man-accused-of-sexually-abusing-teen-in-algonquin-parking-lot-allegedly-met-on-snapchat/
Carpentersville man accused of sexually abusing teen in Algonquin parking lot; allegedly met on Snapchat – Shaw Local
pricing 60 72.8× 633 💰 Pricing
https://www.shawlocal.com/kane-county-chronicle/2026/03/01/record-setting-vatev-brothers-bring-home-hinsdale-centrals-fourth-straight-ihsa-state-title/
Record-setting Vatev brothers bring home Hinsdale Central’s fourth straight IHSA state title – Shaw Local
pricing 60 53.2× 886 💰 Pricing
https://www.shawlocal.com/illinois-valley/2026/02/24/bcr-regional-boys-basketball-update/
BCR regional boys basketball update, Feb. 27 – Shaw Local
pricing 60 57.5× 847 💰 Pricing
https://www.shawlocal.com/northwest-herald/2026/02/28/john-morgan-crystal-lake-south-rally-to-beat-cary-grove/
John Morgan, Crystal Lake South rally to beat Cary-Grove – Shaw Local
pricing 60 42.9× 1228 💰 Pricing
https://www.shawlocal.com/daily-journal/2026/02/28/dennis-marek-the-book-made-me-dig-deeper/
Dennis Marek: The book made me dig deeper – Shaw Local
pricing 60 39.6× 1041 💰 Pricing
https://www.shawlocal.com/the-herald-news/2026/02/28/10-lockport-high-school-teachers-staff-honored-with-those-who-excel-awards-from-state/
10 Lockport High School teachers, staff honored with Those Who Excel Awards from state – Shaw Local
pricing 60 72.6× 605 💰 Pricing
Showing 20 of 83 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
/real-estate/ 10 55 1% 104.8× Bot Blocked
/illinois-valley/ 9 53 1% 119.3× Bot Blocked
/northwest-herald/ 9 59 1% 67.5× Bot Blocked
/daily-chronicle/ 7 54 1% 100.2× Bot Blocked
/the-herald-news/ 7 56 1% 84.1× Bot Blocked
/kane-county-chronicle/ 6 58 1% 69.5× Bot Blocked
/daily-journal/ 6 55 1% 80.4× Bot Blocked
/sauk-valley/ 5 52 1% 136.3× Bot Blocked
/news/ 4 62 1% 34.9× Bot Blocked
/morris-herald-news/ 4 52 1% 105.8× Bot Blocked
/kendall-county-now/ 4 60 1% 71.5× Bot Blocked
/gallery/ 3 50 1% 196.0× Bot Blocked
/thescene/ 2 55 1% 59.9× Bot Blocked
/ogle-county-news/ 2 60 1% 59.2× Bot Blocked
/contact/ 1 33 1% 123.5× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 83 pages
osceolaiowa.com ×83
myaccount.shawlocal.com ×83
crestonnews.com ×83
thefirsthundredmiles.com ×83
shawmedia.com ×83
shawmediamarketing.com ×83
shawlocaldeals.payvibe.com ×83
twitter.com ×83
🔄 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/shawlocal.com

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

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📊 Semantic Share of Voice

How often would an AI cite shawlocal.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 shawlocal.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": "Shawlocal",
  "url": "https://shawlocal.com",
  "logo": "https://shawlocal.com/pf/resources/images/sites/shaw-local/favicon.ico?d=100",
  "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": "Shawlocal",
  "url": "https://shawlocal.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://shawlocal.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 3% 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 Shawlocal?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Shawlocal does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Shawlocal work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Shawlocal."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
65
Projected Score
83
Improvement
+18 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