comicbook.com 65 C
🛡️ SEO 75 🤖 GEO 68 ⚡ Perf 34 🏗️ Arch 82

comicbook.com — Global SEODiff Score 65/100

comicbook.com
📊

comicbook.com shows strong AI visibility with an ACRI of 81/100, outperforming 95% of indexed domains. In the developer sector, comicbook.com outperforms the average (58), suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A 24.0× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

65
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (34) is your bottleneck.
🎯 Top Fix: Reduce token bloat (24×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 25 snapshots
Feb 21 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than comicbook.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)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2
⚡ Performance (20% weight)34 × 0.20 = 6.8
🏗️ Architecture & Trust (15% weight)82 × 0.15 = 12.3
Weighted sum = 18.8 + 27.2 + 6.8 + 12.3
Global SEODiff Score = 65 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
53
Structure
avg 36
44
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.5%
Rank #5012
Aligned
Gap
AI (ACRI)
Top 5%
Score 81/100

comicbook.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why comicbook.com ranks here

Tech stackWordPress
Industrydeveloper
RenderingSSR
Schema coverage2 blocks
Token bloat24.0×

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

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

51 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

140 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 32
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://comicbook.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Home
  • ✓ og:description — Comicbook.com is the #1 site for everything geek. Get news, opinion and exclusives on movies, TV shows, video games, comics, anime and more.
  • ✓ 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

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 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 →
comicbook.com
63
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)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 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 53/100 — Fair
Structured Elements 228 elements (228 lists, 0 rows, 0 headers)
Total Words2667
Raw Density8.6%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

3/7 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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

56
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability56/100 — AI models can partially extract answers from this page
Crawl CostHigh (95/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

4%
🗑️ 96%
Useful Content (25.1 KB)Bloat (575.2 KB)
Token Bloat Ratio24.0× — Heavy

Multimodal Readiness

Visual Context96% Optimized for Vision
Image Alt Coverage98 / 102 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 600.2 KB, but only 25.1 KB is text. 4% useful / 96% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (24.0×) 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: 95.8% · SNR: 0.04 · Signal: 6413 / Noise: 147246 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

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1269 ms
Raw HTML Size600.2 KB
Visible Text Size25.1 KB

Performance & Speed

34/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1269 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2618
DOM nodes
600 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=300, must-revalidate
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 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

82/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://comicbook.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

525
internal links
16
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 63/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for comicbook.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/comicbook.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=comicbook.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 385 pages · Deep-10

Homepage ACRI
63
Single-page score
0
Consistent readability
Δ delta
Site-Wide ACRI
64
Avg across 385 pages · Range 41–72
Topical Cohesion
14%
Topical Drift
TF-IDF cosine similarity
Total Words
463710
Avg Bloat
54.4×
RAG Fractures [?]
3
Ext. Citations
57
⚠️
3 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 3 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://comicbook.com/comics/feature/pulps-bordeaux-team-explains-the-challenges-of-running-an-american-comic-book-shop-outside-the-us/
Pulp's Bordeaux Team Explains the Challenges of Running an American Comic Book Shop Outside the US - ComicBook.com
pricing 72 17.4× 3863 💰 Pricing
https://comicbook.com/tv-shows/feature/a-knight-of-the-seven-kingdoms-season-1-ending-explained-in-detail-whats-next-for-dunk-egg/
A Knight of the Seven Kingdoms Season 1 Ending Explained in Detail: What's Next for Dunk & Egg - ComicBook.com
pricing 67 23.9× 2897 💰 Pricing
https://comicbook.com/tv-shows/feature/daniel-radcliffe-talks-wolverine-franchises-harry-potter-his-new-comedy-series-exclusive/
Daniel Radcliffe Talks Wolverine, Franchises, Harry Potter & His New Comedy Series [Exclusive] - ComicBook.com
pricing 67 23.0× 2784 💰 Pricing
https://comicbook.com/about
About ComicBook.com
pricing 64 83.1× 666 💰 Pricing
https://comicbook.com/movies/feature/star-wars-the-mandalorian-and-grogu-trailer-breakdown/
Pedro Pascal Unmasked, Grogu's Destiny, & the Empire's Return: The Mandalorian and Grogu Trailer Breakdown - ComicBook.com
pricing 64 27.3× 2522 💰 Pricing
https://comicbook.com/comics/feature/12-years-ago-daredevils-story-went-to-its-most-logical-place-after-decades-of-marvel-comics/
12 Years Ago, Daredevil's Story Went to Its Most Logical Place After Decades of Marvel Comics - ComicBook.com
pricing 64 55.1× 1119 💰 Pricing
https://comicbook.com/gaming/feature/ikari-snk-arcade-game-retrospective/
This Arcade Game From 40 Years Ago Was More Influential Than Anyone Thought - ComicBook.com
pricing 64 54.3× 1104 💰 Pricing
https://comicbook.com/anime/feature/5-years-later-tokyo-ghoul-creators-acclaimed-action-seris-still-doesnt-have-an-anime/
5 Years Later, Tokyo Ghoul Creator's Acclaimed Action Seris Still Doesn't Have an Anime - ComicBook.com
pricing 64 76.2× 794 💰 Pricing
https://comicbook.com/tv-shows/feature/23-years-ago-a-forgotten-dc-series-debuted-its-final-episode-but-it-returned-in-the-best-way-possible/
23 Years Ago, a Forgotten DC Series Debuted Its Final Episode (But It Returned in the Best Way Possible) - ComicBook.com
pricing 64 70.1× 883 💰 Pricing
https://comicbook.com/movies/feature/star-wars-already-spoiled-the-ending-of-the-mandalorian-and-grogu/
Star Wars Already Spoiled The Ending of The Mandalorian and Grogu - ComicBook.com
pricing 64 50.9× 1213 💰 Pricing
https://comicbook.com/tv-shows/feature/22-years-ago-a-major-buffy-character-changed-overnight-into-a-hilarious-new-form-its-still-a-fan-favorite/
22 Years Ago, A Major Buffy Character Changed Overnight Into a Hilarious New Form (It's Still a Fan Favorite) - ComicBook.com
pricing 64 53.2× 1167 💰 Pricing
https://comicbook.com/anime/feature/one-currently-airing-anime-has-an-even-deadlier-death-game-than-netflixs-squid-game/
One Currently Airing Anime Has an Even Deadlier Death Game Than Netflix’s Squid Game - ComicBook.com
pricing 64 75.3× 809 💰 Pricing
https://comicbook.com/gaming/feature/a-cult-classic-game-is-returning-in-2026-and-you-should-all-play-it/
A Cult Classic Game Is Returning In 2026, And You Should All Play It - ComicBook.com
pricing 64 43.7× 1422 💰 Pricing
https://comicbook.com/comics/feature/35-years-later-marvel-just-fixed-the-biggest-wolverine-plot-hole-of-all-time/
35 Years Later, Marvel Just Fixed the Biggest Wolverine Plot Hole Of All Time - ComicBook.com
pricing 64 70.8× 854 💰 Pricing
https://comicbook.com/tv-shows/feature/30-years-later-star-trek-finally-fixes-a-controversial-deep-space-nine-injustice/
30 Years Later, Star Trek Finally Fixes A Controversial Deep Space Nine Injustice - ComicBook.com
pricing 64 60.6× 1003 💰 Pricing
https://comicbook.com/gaming/feature/laserdisc-games-changed-the-industry-and-then-disappeared/
LaserDisc Games Changed the Industry and Then Disappeared - ComicBook.com
pricing 64 62.5× 981 💰 Pricing
https://comicbook.com/tv-shows/feature/a-knight-of-the-seven-kingdoms-big-death-brings-back-a-common-game-of-thrones-misconception/
A Knight of the Seven Kingdoms’ Big Death Brings Back a Common Game of Thrones Misconception - ComicBook.com
pricing 64 54.8× 1134 💰 Pricing
https://comicbook.com/gaming/feature/god-of-wars-controversial-new-game-has-me-worried-for-god-of-war-6/
God of War’s Controversial New Game Has Me Worried for God of War 6
pricing 64 42.7× 1445 💰 Pricing
https://comicbook.com/tv-shows/feature/four-years-ago-today-an-epic-3-season-fantasy-masterpiece-came-to-an-end-it-still-hasnt-been-matched/
Four Years Ago Today, An Epic 3-Season Fantasy Masterpiece Came to an End (& It Still Hasn't Been Matched) - ComicBook.com
pricing 64 55.8× 1103 💰 Pricing
https://comicbook.com/gaming/feature/nintendo-has-a-spiritual-successor-to-an-snes-game-releasing-this-year-but-im-worried-about-it/
Nintendo Has a Spiritual Successor to an SNES Game Releasing This Year, But I'm Worried About It - ComicBook.com
pricing 64 44.7× 1395 💰 Pricing
Showing 20 of 385 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
/gaming/ 139 64 0% 49.1× High JS Bloat
/tv-shows/ 93 64 0% 54.2× High JS Bloat
/movies/ 60 64 0% 51.6× High JS Bloat
/comics/ 47 64 0% 53.0× High JS Bloat
/anime/ 42 64 0% 71.3× High JS Bloat
/uncategorized/ 1 64 0% 46.4× High JS Bloat
/about/ 1 64 0% 83.1× High JS Bloat
/contact/ 1 41 1% 330.1× Bot Blocked
/dc/ 1 64 0% 54.0× High JS Bloat
🔗
Outbound External Citations
57 unique external domains cited across 385 pages
shop.comicbook.com ×385
facebook.com ×385
youtube.com ×385
twitter.com ×385
identity.comicbook.com ×385
instagram.com ×385
profile.google.com ×385
google.com ×385
🔄 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/comicbook.com

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

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🎭

Bait & Switch Delta

A 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

64
Homepage ACRI
62
Inner Avg ACRI
+2
ACRI Delta
40%
Homepage Ghost
41%
Inner Avg Ghost
1
Drift Score [?]
Worst Inner Pages
41 60% pricing https://comicbook.com/contact
64 40% pricing https://comicbook.com/movies/feature/survival-horror-movies-need-to-stop-it-with-this-cheap-storytelling-trick/
64 40% pricing https://comicbook.com/gaming/feature/theres-one-game-castlevania-fans-can-play-before-belmonts-curse-comes-out/
🛡️

E-E-A-T Trust Signals

B 60/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
Named leadership: Kofi Outlaw, Kofi Outlaw, Matthew Danielson
Address: 330 Commerce Street, Third Floor Nashville, Tennessee 37201 News Tip So you’ve got the inside scoo
🔗

Citation Profile

12 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

152
Total Links
12
Unique Domains
10.1
Avg/Page
8%
Diversity
shop.comicbook.com twitter.com youtube.com profile.google.com identity.comicbook.com forum.comicbook.com facebook.com instagram.com google.com popculture.com
🏘️ Outbound Neighborhood Trust Avg Trust: 50.9

AI trust scores for the domains comicbook.com links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to comicbook.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 4% 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 Comicbook?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Comicbook does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Comicbook work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Comicbook."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
81
Projected Score
89
Improvement
+8 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).

Is this your company?

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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