abc17news.com 54 D
🛡️ SEO 33 🤖 GEO 58 ⚡ Perf 47 🏗️ Arch 85

abc17news.com — Global SEODiff Score 54/100

abc17news.com
📊

abc17news.com currently sits at 50/100 on the ACRI scale, an average result that suggests several quick wins remain untapped. Compared to other developer sites (avg score: 57), abc17news.com is trailing the benchmark, indicating room for competitive improvement. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. A 18.1× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. With limited AI bot access, the domain has reduced visibility across the ecosystem of AI-driven discovery tools.

54
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (33) has the most room for improvement.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Mar 10 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 18 Content change detected
🔄 Mar 16 Content change detected
Does your site score higher than abc17news.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)33 × 0.25 = 8.2
🤖 AI Readiness / GEO (40% weight)58 × 0.40 = 23.2
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)85 × 0.15 = 12.8
Weighted sum = 8.2 + 23.2 + 9.4 + 12.8
Global SEODiff Score = 54 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
40
Bot Access
avg 92
100
Rendering
avg 93
21
Structure
avg 35
2
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 9%
Rank #87711
+50 pts
Gap
AI (ACRI)
Top 58%
Score 50/100

abc17news.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 abc17news.com ranks here

Tech stackWordPress
Industrydeveloper
RenderingSSR
Schema coverage1 blocks
Token bloat18.1×

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • 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

16 chars
Too short

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 11
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://abc17news.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Home
  • ✗ 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

58/100 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 developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
abc17news.com
39
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 blocks and uses Custom / Proprietary. 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)
Allowed
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.

👻 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 21/100 — Low
Structured Elements 70 elements (70 lists, 0 rows, 0 headers)
Total Words5238
Raw Density1.3%
💡Low structure score (21/100). Your content appears as a wall of text with few structured HTML elements. You have 70 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 ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

37
AI Extractability
High
Crawl Cost
High
Blocklist Risk
Extractability37/100 — AI models can barely extract answers from this page
Crawl CostHigh (95/100) — expensive for AI crawlers to process
Blocklist RiskHigh — 3 of 5 AI crawlers blocked

Token Bloat Research

5%
🗑️ 95%
Useful Content (48.2 KB)Bloat (823.7 KB)
Token Bloat Ratio18.1× — Heavy

Multimodal Readiness

Visual Context13% Optimized for Vision
Image Alt Coverage4 / 32 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 13% 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: 94.5% · SNR: 0.06 · Signal: 12348 / Noise: 210867 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 abc17news.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
This article reports on the Columbia Fire Department receiving a grant to hire three new firefighters and open two new
Target Audience
Local residents of Columbia, Missouri; City Council members; Fire Department personnel; General public interested in local government and public safety.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Improved response times and increased firefighter coverage due to expanded station capacity.
📊 Content Depth
3/10
⚡ Key Pain Points
• Lack of structured information about the grant and its impact
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time537 ms
Raw HTML Size871.9 KB
Visible Text Size48.2 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

537 ms
Acceptable — room for improvement

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

📦 Page Weight

2095
DOM nodes
872 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=2400
  • ✗ 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

85/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://abc17news.com/wp-sitemap.xml
  • ✓ Googlebot allowed
  • ✗ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

161
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 → en-US
  • ✓ 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 39/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for abc17news.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/abc17news.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=abc17news.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 53 pages · Deep-10

Homepage ACRI
39
Single-page score
+3
Consistent readability
Δ delta
Site-Wide ACRI
42
Avg across 53 pages · Range 0–60
Topical Cohesion
2%
Topical Drift
TF-IDF cosine similarity
Total Words
18357
Avg Bloat
302.1×
Page Type ACRI Token Bloat Words Status
https://abc17news.com/news/2019/10/11/columbia-fire-department-to-get-three-new-firefighters/
Columbia Fire Department to get three new firefighters - ABC17NEWS
pricing 60 240.5× 633 💰 Pricing
https://abc17news.com/news/2019/10/10/cellphone-tower-records-lead-to-arrest-in-moniteau-county-trailer-theft/
Cellphone tower records lead to arrest in Moniteau County trailer theft - ABC17NEWS
pricing 60 301.6× 503 💰 Pricing
https://abc17news.com/news/2019/10/11/troubling-sterling-browns-attorney-speaks-about-motion-to-strike-400k-settlement-offer/
‘Troubling:’ Sterling Brown’s attorney speaks about motion to strike $400K settlement offer - ABC17NEWS
pricing 60 237.3× 648 💰 Pricing
https://abc17news.com/news/2019/10/13/bryant-bounces-back-to-lead-mizzou-over-ole-miss/
Bryant bounces back to lead Mizzou over Ole Miss - ABC17NEWS
pricing 60 233.4× 653 💰 Pricing
https://abc17news.com/news/2019/10/12/school-of-the-osage-superintendent-retiring/
School of the Osage superintendent retiring - ABC17NEWS
pricing 60 268.7× 562 💰 Pricing
https://abc17news.com/news/2019/10/12/columbia-police-chief-says-memphis-training-trip-worth-the-cost/
Columbia police chief says Memphis training trip worth the cost - ABC17NEWS
pricing 60 286.1× 532 💰 Pricing
https://abc17news.com/news/2019/10/11/hallsville-sewer-rates-not-enough-to-maintain-system/
Hallsville sewer rates not enough to maintain system - ABC17NEWS
pricing 60 246.2× 618 💰 Pricing
https://abc17news.com/news/2019/10/10/end-of-tax-incentive-means-more-money-for-cps/
End of tax incentive means more money for CPS - ABC17NEWS
pricing 60 272.3× 558 💰 Pricing
https://abc17news.com/news/2019/10/10/missouri-house-gaming-committee-meets-on-alleged-illegal-slot-machines/
Missouri House Gaming Committee meets on alleged illegal slot machines - ABC17NEWS
pricing 50 368.8× 412 💰 Pricing
https://abc17news.com/news/2019/10/12/6-million-gifted-to-mu-for-new-health-institute/
$6 million gifted to MU for new health institute - ABC17NEWS
pricing 50 328.1× 463 💰 Pricing
https://abc17news.com/news/2019/10/12/man-facing-kidnapping-charges-in-boonville/
Man facing kidnapping charges in Boonville - ABC17NEWS
pricing 50 455.7× 333 💰 Pricing
https://abc17news.com/news/2019/10/11/cole-county-presiding-judge-retiring/
Cole County Presiding Judge retiring - ABC17NEWS
pricing 50 480.3× 316 💰 Pricing
https://abc17news.com/news/2019/10/11/car-crash-causes-power-outage-in-wardsville-area/
Car crash causes power outage in Wardsville area - ABC17NEWS
pricing 50 481.6× 315 💰 Pricing
https://abc17news.com/news/2019/10/11/officals-investigating-house-fire-in-northeast-columbia/
Officals investigating house fire in northeast Columbia - ABC17NEWS
pricing 50 332.1× 458 💰 Pricing
https://abc17news.com/sports/2019/10/10/10-spot-cards-oust-braves-from-nlds-with-record-1st-inning/
10-spot: Cards oust Braves from NLDS with record 1st inning - ABC17NEWS
pricing 50 345.1× 436 💰 Pricing
https://abc17news.com/news/2019/10/10/columbia-police-confirm-shooting-on-dove-drive/
Columbia police confirm shooting on Dove Drive - ABC17NEWS
pricing 50 466.5× 325 💰 Pricing
https://abc17news.com/sports/2019/10/13/scherzer-nationals-beat-cardinals-3-1-for-2-0-nlcs-lead/
Scherzer, Nationals beat Cardinals 3-1 for 2-0 NLCS lead - ABC17NEWS
pricing 50 350.9× 429 💰 Pricing
https://abc17news.com/news/2019/10/02/hello-world/
Hello world! - ABC17NEWS
pricing 50 501.8× 305 💰 Pricing
https://abc17news.com/news/2019/10/13/one-killed-four-injured-after-head-on-crash-in-cooper-county/
One killed, four injured after head-on crash in Cooper County - ABC17NEWS
pricing 50 415.0× 366 💰 Pricing
https://abc17news.com/news/2019/10/13/columbia-police-and-businesses-increase-staffing-for-homecoming/
Columbia police and businesses increase staffing for Homecoming - ABC17NEWS
pricing 50 326.2× 466 💰 Pricing
Showing 20 of 53 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
/news/ 40 52 1% 372.6× Bot Blocked
/sports/ 2 50 1% 348.0× Bot Blocked
/about/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/weather/ 1 50 1% 407.9× Bot Blocked
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 53 pages
npgco.com ×43
events.abc17news.com ×43
myjobs.adp.com ×43
publicfiles.fcc.gov ×43
abc17news.b-cdn.net ×43
jobs.abc17news.com ×43
twitter.com ×3
report.boonecountymo.org ×1
🔄 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/abc17news.com

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

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to abc17news.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
abc17news.com (this site) 39 50 WordPress 18.1× 1
startupsmagazine.co.uk 64 81 WordPress 16.8× 1 Compare →
simplesat.io 64 85 WordPress 20.1× 1 Compare →
floridacitrus.org 64 84 WordPress 18.5× 2 Compare →
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📊 Semantic Share of Voice

How often would an AI cite abc17news.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 abc17news.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": "Abc17news",
  "url": "https://abc17news.com",
  "logo": "https://abc17news.b-cdn.net/abc17news.com/2020/03/favicon.ico",
  "sameAs": []
}
</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: /
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 5% 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 Abc17news?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Abc17news does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Abc17news work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Abc17news."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for abc17news.com:

Current Score
50
Projected Score
72
Improvement
+22 pts
Allow GPTBot +8 pts
Add Organization schema +6 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
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