abc7.com 48 D
🛡️ SEO 34 🤖 GEO 49 ⚡ Perf 47 🏗️ Arch 67

abc7.com — Global SEODiff Score 48/100

abc7.com
📊

The AI-Readiness score for abc7.com is 51/100 — a middling result that leaves significant room to climb the Radar rankings. Within the healthcare vertical, this places abc7.com below the industry average of 57 —, indicating room for competitive improvement. The rendering approach is hybrid, with a moderate ghost ratio of 30% — most content is accessible without JS, though some elements are client-rendered. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. With limited AI bot access, the domain has reduced visibility across the ecosystem of AI-driven discovery tools.

48
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (34) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (74×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Mar 1 Mar 21
🔔 Recent AI Indexing Activity
📉 Mar 21 ACRI -2 (38→36)
📈 Mar 20 ACRI +2 (36→38)
🔄 Mar 19 Content change detected
🔄 Mar 16 Content change detected
📉 Mar 11 ACRI -1 (37→36)
Does your site score higher than abc7.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)34 × 0.25 = 8.5
🤖 AI Readiness / GEO (40% weight)49 × 0.40 = 19.6
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)67 × 0.15 = 10.0
Weighted sum = 8.5 + 19.6 + 9.4 + 10.0
Global SEODiff Score = 48 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
40
Bot Access
avg 92
84
Rendering
avg 93
35
Structure
avg 35
42
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #10938
+57 pts
Gap
AI (ACRI)
Top 58%
Score 51/100

abc7.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 abc7.com ranks here

Tech stackCustom / Proprietary
Industryhealthcare
RenderingHybrid
Schema coverage1 blocks
Token bloat50×+

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

34/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

63 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

155 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 58
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://abc7.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 — ABC7 Los Angeles and Southern California | KABC Eyewitness News
  • ✓ og:description — Los Angeles' source for breaking news and live streaming video online. Covering Los Angeles, Orange County and all of the greater Southern California area.
  • ✓ og:image — preview
  • ✓ twitter:card — summary
📐 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

49/100 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 healthcare sector, hairdresserfind.com.au (ACRI: 86) 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 →
abc7.com
36
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hairdresserfind.com.au has schema coverage of 4 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.

👻
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 74.5x 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)
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 35/100 — Low
Structured Elements 46 elements (46 lists, 0 rows, 0 headers)
Total Words1255
Raw Density3.7%
💡Low structure score (35/100). Your content appears as a wall of text with few structured HTML elements. You have 46 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 Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 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

43
AI Extractability
High
Crawl Cost
High
Blocklist Risk
Extractability43/100 — AI models can partially extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskHigh — 3 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (7.8 KB)Bloat (571.6 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context3% Optimized for Vision
Image Alt Coverage2 / 59 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 579.4 KB, but only 7.8 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 3% 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: 98.7% · SNR: 0.01 · Signal: 1991 / Noise: 146340 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…

🔧 Tech Stack

AI-Readiness Score50/100
Servernginx
CDN
HTTP Status200
Load Time839 ms
Raw HTML Size579.4 KB
Visible Text Size7.8 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

839 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2257
DOM nodes
579 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=9
  • ✗ 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

67/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://abc7.com/sitemap/kabc/stories.xml
  • ✓ Googlebot allowed
  • ✗ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

180
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 36/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for abc7.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/abc7.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=abc7.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 154 pages · Deep-10

Homepage ACRI
36
Single-page score
+16
Subpages outperform homepage
Δ delta
Site-Wide ACRI
52
Avg across 154 pages · Range 0–63
Topical Cohesion
11%
Topical Drift
TF-IDF cosine similarity
Total Words
94037
Avg Bloat
113.3×
Page Type ACRI Token Bloat Words Status
https://abc7.com/post/eeuu-israel-atacan-iran-trump-insta-los-iranies-tomar-el-control-de-su-gobierno/18661560/
EEUU e Israel atacan Irán y Trump insta a los iraníes a 'tomar el control de su gobierno' - ABC7 Los Angeles
pricing 63 24.8× 2070 💰 Pricing
https://abc7.com/post/oscar-red-carpet-inspired-beauty-essentials-shop-list-top-picks/18625392/
Oscar red carpet-inspired beauty essentials: Shop our list of top picks - ABC7 Los Angeles
other 61 58.3× 1048
https://abc7.com/post/warner-bros-agrees-110-billion-deal-paramount-reports-say/18658334/
Paramount and Warner Bros. Discovery announce $110 billion deal - ABC7 Los Angeles
pricing 60 83.5× 707 💰 Pricing
https://abc7.com/post/los-angeles-weather-temperatures-southern-california/58983/
Los Angeles weather: Dramatic cooldown moves into Southern California this week - ABC7 Los Angeles
other 60 113.5× 543
https://abc7.com/post/faa-enacts-new-airspace-restrictions-helicopters-flying-lax/18659412/
FAA enacts new airspace restrictions for helicopters flying near LAX - ABC7 Los Angeles
pricing 60 106.9× 549 💰 Pricing
https://abc7.com/post/us-iran-news-ayatollah-ali-khamenei-irans-supreme-leader-is-dead-trump-says/18662478/
US-Iran news: Ayatollah Ali Khamenei, Iran's supreme leader, is dead, Trump says; he was 86 years old - ABC7 Los Angeles
pricing 60 116.9× 507 💰 Pricing
https://abc7.com/post/rallies-military-action-iran-draw-demonstrators-southern-california/18662569/
Rallies for and against military action in Iran draw demonstrators across Southern California - ABC7 Los Angeles
pricing 60 59.9× 1261 💰 Pricing
https://abc7.com/post/crece-debate-sobre-poderes-de-guerra-tras-ataque-trump-iran-sin-aval-del-congreso/18662612/
Crece debate sobre poderes de guerra tras ataque de Trump a Irán sin aval del Congreso - ABC7 Los Angeles
pricing 60 39.6× 1233 💰 Pricing
https://abc7.com/post/san-francisco-based-openai-strikes-deal-pentagon-hours-president-donald-trump-administration-bans-anthropic/18661879/
San Francisco-based OpenAI strikes deal with Pentagon hours after President Donald Trump's administration bans Anthropic - ABC7 Los Angeles
pricing 60 108.7× 552 💰 Pricing
https://abc7.com/post/serious-moment-reactions-pour-congress-trump-strikes-iran/18660811/
'Serious moment': Most Republicans support strike as Dems demand answers - ABC7 Los Angeles
pricing 60 49.4× 1289 💰 Pricing
https://abc7.com/post/banning-residents-fall-several-months-behind-utility-payments-new-billing-software-fails/18659157/
Banning residents fall several months behind on utility payments after new billing software fails - ABC7 Los Angeles
pricing 60 115.1× 505 💰 Pricing
https://abc7.com/post/calabasas-teacher-charged-molestation-possession-child-sexual-abuse-material/18662075/
Calabasas teacher Travis Takeshi Shojinaga charged with molestation, possession of child sexual abuse material - ABC7 Los Angeles
other 60 103.0× 584
https://abc7.com/post/lapd-increasing-security-houses-worship-us-attacks-iran-protest-held-downtown/18661673/
LAPD increasing security at houses of worship after US attacks Iran; protest to be held in downtown Saturday - ABC7 Los Angeles
trust 60 101.2× 726
https://abc7.com/post/did-us-israel-attack-iran-what-know-donald-trumps-aim-reports-school-hit-retaliation-more/18661510/
Why did US and Israel attack Iran? What to know about Donald Trump's aim, reports of Iran school hit, retaliation and more - ABC7 Los Angeles
pricing 60 66.4× 1146 💰 Pricing
https://abc7.com/post/us-iran-news-today-president-donald-trump-threatens-certain-death-iranian-guard-dont-lay-down-weapons/18661419/
US-Iran news today: President Donald Trump threatens 'certain death' to Iranian guard who don't 'lay down' weapons - ABC7 Los Angeles
other 60 87.9× 865
https://abc7.com/post/us-iran-news-israel-forces-attacks-dubbed-operation-epic-fury-works-months-idf-says/18660836/
US-Iran news: US-Israel forces' Iran attacks, dubbed Operation Epic Fury, in the works for months, IDF says - ABC7 Los Angeles
pricing 60 87.3× 714 💰 Pricing
https://abc7.com/post/israels-defense-minister-says-country-has-attacked-iran-declares-state-emergency/18660174/
US-Iran news live updates: Donald Trump announces 'major combat operations,' confirms Iranian Supreme Leader Ali Khamenei is dead - ABC7 Los Angeles
other 60 129.0× 781
https://abc7.com/post/california-snowpack-gets-february-boost-remains-below-average-statewide/18659054/
California snowpack gets February boost but remains below average statewide - ABC7 Los Angeles
pricing 60 94.1× 632 💰 Pricing
https://abc7.com/post/colin-gray-testifies-trial-son-colt-accused-apalachee-high-school-shooting-georgia/18658145/
Colin Gray testifies in trial after son, Colt, accused in Apalachee High School shooting in Georgia - ABC7 Los Angeles
pricing 60 76.1× 811 💰 Pricing
https://abc7.com/post/woman-behind-multimillion-dollar-liens-arrested-for-filing-false-documents-lapd-says/18658741/
Woman behind multimillion dollar liens in Beverly Hills arrested for filing false documents, LAPD says - ABC7 Los Angeles
docs 60 132.9× 566
Showing 20 of 100 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
/post/ 143 56 1% 119.2× Bot Blocked
/pricing/ 1 0 0% 0.0× Low AI Readiness
/products/ 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
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 42 1% 149.8× Bot Blocked
/jobs/ 1 32 1% 260.2× Bot Blocked
/features/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 154 pages
apps.apple.com ×145
twitter.com ×145
play.google.com ×145
publicfiles.fcc.gov ×145
instagram.com ×145
privacy.thewaltdisneycompany.com ×145
disneyprivacycenter.com ×145
facebook.com ×145
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/abc7.com

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

🔗 Similar healthcare Sites

Domains with a similar tech stack, industry, and AI readiness profile to abc7.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
abc7.com (this site) 36 51 Custom / Proprietary 74.5× 1
curogram.com 61 75 Custom / Proprietary 8.4× 1 Compare →
cefarm24.pl 61 77 Custom / Proprietary 10.9× 1 Compare →
applus.com 61 74 Custom / Proprietary 2.5× 0 Compare →
appluscorp.com 61 74 Custom / Proprietary 2.5× 0 Compare →
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📊 Semantic Share of Voice

How often would an AI cite abc7.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 abc7.com. 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": "Abc7",
  "url": "https://abc7.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://abc7.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: /
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% 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 Abc7?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Abc7 does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Abc7 work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Abc7."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for abc7.com:

Current Score
51
Projected Score
71
Improvement
+20 pts
Allow GPTBot +8 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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