stacker.com 65 C
🛡️ SEO 47 🤖 GEO 76 ⚡ Perf 49 🏗️ Arch 86

stacker.com — Global SEODiff Score 65/100

stacker.com
📊

At 68/100, the ACRI for stacker.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the infrastructure vertical, this places stacker.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. A ghost ratio of 15% indicates a mixed rendering strategy where core content loads server-side but interactive sections rely on JavaScript. Token bloat registers at 9.3× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. 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 Traditional SEO (47) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 28, 2026 · 📋 API
Does your site score higher than stacker.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)47 × 0.25 = 11.8
🤖 AI Readiness / GEO (40% weight)76 × 0.40 = 30.4
⚡ Performance (20% weight)49 × 0.20 = 9.8
🏗️ Architecture & Trust (15% weight)86 × 0.15 = 12.9
Weighted sum = 11.8 + 30.4 + 9.8 + 12.9
Global SEODiff Score = 65 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
94
Rendering
avg 93
48
Structure
avg 36
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #44555
+34 pts
Gap
AI (ACRI)
Top 38%
Score 68/100

stacker.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 stacker.com ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage0 blocks
Token bloat9.3×

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

47/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

55 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 10
  • ✓ Has <h2> headings — found 7
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Stacker - Distribute Your Content, Expand Your Audience
  • ✓ og:description — Stacker connects publishers and brands through content distribution, helping amplify stories, drive media coverage, and reach new audiences.
  • ✓ 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

76/100 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 →
stacker.com
48
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.

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

📊 Structure & Information Density Docs

Structure Grade 48/100 — Fair
Structured Elements 37 elements (37 lists, 0 rows, 0 headers)
Total Words546
Raw Density6.8%

🏷️ 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

49
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability49/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

10%
🗑️ 90%
Useful Content (11.9 KB)Bloat (98.6 KB)
Token Bloat Ratio9.3× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage30 / 30 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: 89.2% · SNR: 0.12 · Signal: 3045 / Noise: 25247 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 stacker.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
Stacker is a content distribution platform that connects brands and publishers to scale the reach of vetted stories across a
Target Audience
Brands, publishers, independent storytellers, news organizations
Pricing Model
Not explicitly stated, likely tiered based on usage and features.
🔗 Integration Partners
TripAdvisorZillowCDCNOAA
🏆 Competitive Moat
First-of-its-kind earned distribution platform leveraging a network of publishers and a content optimization engine.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
DISCOVER CONNECTDISCOVER NEWSWIRE
⚡ Key Pain Points
• Lack of structured content distribution solutions
• Need for efficient content discovery and placement
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time2878 ms
Raw HTML Size110.5 KB
Visible Text Size11.9 KB

Performance & Speed

49/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2878 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

610
DOM nodes
110 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → s-maxage=36000, max-age=5, no-store, no-cache, must-revalidate, max-age=0
  • ✗ 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

86/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

46
internal links
5
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 stacker.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/stacker.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=stacker.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 75 pages · Deep-10

Homepage ACRI
48
Single-page score
+31
Subpages outperform homepage
Δ delta
Site-Wide ACRI
79
Avg across 75 pages · Range 56–85
Topical Cohesion
5%
Topical Drift
TF-IDF cosine similarity
Total Words
271080
Avg Bloat
11.3×
Page Type ACRI Token Bloat Words Status
https://stacker.com/stories/careers/2-year-degrees-can-earn-you-most-money
2-year Degrees That Can Earn You the Most Money | Stacker
pricing 85 9.6× 8819 💰 Pricing
https://stacker.com/stories/careers/most-common-jobs-150-years-ago
Most Common Jobs 150 Years Ago | Stacker
pricing 85 9.4× 3453 💰 Pricing
https://stacker.com/stories/careers/most-common-jobs-held-women-today
Most Common Jobs Held by Women Today | Stacker
pricing 85 9.2× 10297 💰 Pricing
https://stacker.com/stories/careers/highest-paying-state-50-different-jobs
Highest-paying State for 50 Different Jobs | Stacker
pricing 85 7.5× 6178 💰 Pricing
https://stacker.com/stories/careers/50-highest-paying-jobs-federal-government
50 Highest-paying Jobs in the Federal Government | Stacker
pricing 85 9.6× 3705 💰 Pricing
https://stacker.com/stories/careers/jobs-might-not-exist-50-years
Jobs That Might Not Exist in 50 Years | Stacker
pricing 85 9.1× 3974 💰 Pricing
https://stacker.com/stories/careers/jobs-projected-shrink-most-next-decade
Jobs Projected to Shrink the Most in the Next Decade | Stacker
pricing 85 9.9× 2815 💰 Pricing
https://stacker.com/stories/careers/lowest-paying-jobs-require-bachelors-degree
Lowest-paying Jobs That Require a Bachelor's Degree | Stacker
pricing 85 9.5× 7540 💰 Pricing
https://stacker.com/stories/careers/jobs-where-foreign-language-skills-are-most-important
Jobs Where Foreign Language Skills Are Most Important | Stacker
pricing 85 8.5× 3848 💰 Pricing
https://stacker.com/stories/careers/places-where-people-work-longest-hours
Places Where People Work the Longest Hours | Stacker
pricing 85 9.7× 3283 💰 Pricing
https://stacker.com/stories/careers/underrated-networking-tips-help-boost-your-career
Underrated Networking Tips to Help Boost Your Career | Stacker
pricing 85 8.9× 3415 💰 Pricing
https://stacker.com/stories/careers/worst-jobs-america
Worst Jobs in America | Stacker
pricing 85 7.9× 4867 💰 Pricing
https://stacker.com/stories/careers/highest-paying-jobs-sciences
Highest-paying Jobs in the Sciences | Stacker
pricing 85 9.4× 4402 💰 Pricing
https://stacker.com/stories/careers/50-most-common-jobs-held-women-100-years-ago
50 Most Common Jobs Held by Women 100 Years Ago | Stacker
pricing 85 8.8× 3842 💰 Pricing
https://stacker.com/stories/careers/fastest-growing-occupations-earn-over-75000-year
Fastest Growing Occupations That Earn Over $75,000 Per Year | Stacker
pricing 85 7.6× 5259 💰 Pricing
https://stacker.com/stories/careers/most-common-jobs-america-100-years-ago
Most Common Jobs in America 100 Years Ago | Stacker
pricing 85 9.1× 3502 💰 Pricing
https://stacker.com/stories/careers/fastest-growing-jobs-last-10-years
Fastest-growing Jobs From the Last 10 Years | Stacker
pricing 85 8.5× 4353 💰 Pricing
https://stacker.com/stories/careers/highest-paying-jobs-canada
Highest-paying Jobs in Canada | Stacker
pricing 85 8.0× 4657 💰 Pricing
https://stacker.com/stories/careers/fastest-growing-jobs-every-state
Fastest-growing Jobs in Every State | Stacker
pricing 85 9.3× 5641 💰 Pricing
https://stacker.com/stories/careers/50-tips-improving-your-work-remote-life
50 Tips for Improving Your Work Remote Life | Stacker
pricing 85 9.7× 2946 💰 Pricing
Showing 20 of 75 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
/stories/ 73 80 0% 10.8× High JS Bloat
/blog/ 1 64 0% 16.9× High JS Bloat
/about/ 1 56 0% 37.6× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 75 pages
twitter.com ×73
facebook.com ×73
creativecommons.org ×71
blog.hubspot.com ×71
stackermedia.com ×71
bls.gov ×53
thestacker.com ×34
forbes.com ×16
🔄 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/stacker.com

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

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

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📊 Semantic Share of Voice

How often would an AI cite stacker.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 stacker.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": "Stacker",
  "url": "https://stacker.com",
  "logo": "https://stacker.com/hubfs/stacker_2022/blog/favicon.png",
  "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": "Stacker",
  "url": "https://stacker.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://stacker.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
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 Stacker?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Stacker does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Stacker work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Stacker."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
68
Projected Score
84
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +3 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