awful.systems 48 D
🛡️ SEO 41 🤖 GEO 55 ⚡ Perf 33 🏗️ Arch 60
Radar → Domains → awful.systems

awful.systems — Global SEODiff Score 48/100

awful.systems
📊

awful.systems achieves a 65/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the finance sector, awful.systems outperforms the average (57), 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 32.7× 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. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

48
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (33) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (33×) → +5–10 pts
41
🛡️ Traditional SEO
55
🤖 AI Readiness
33
⚡ Performance
60
🏗️ Architecture
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
📈 Mar 21 ACRI +1 (37→38)
🔄 Mar 16 Content change detected
Does your site score higher than awful.systems?
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)55 × 0.40 = 22.0
⚡ Performance (20% weight)33 × 0.20 = 6.6
🏗️ Architecture & Trust (15% weight)60 × 0.15 = 9.0
Weighted sum = 10.2 + 22.0 + 6.6 + 9.0
Global SEODiff Score = 48 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
24
Structure
avg 35
0
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #52551
+40 pts
Gap
AI (ACRI)
Top 45%
Score 65/100

awful.systems 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 awful.systems ranks here

Tech stackExpress
Industryfinance
RenderingHybrid
Schema coverage0 blocks
Token bloat32.7×

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…
See other Express sites → finance industry → Full leaderboard → Domain A–Z →
🛡️

Traditional SEO

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

37 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

5 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 40
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → http://awful.systems/
  • ✓ 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 — awful.systems - the jank is a feature
  • ✗ og:description
  • ✗ og:image
  • ✗ twitter:card
📐 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

55/100 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 finance sector, cardpay.com (ACRI: 82) 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 →
awful.systems
38
Your ACRI Score
→
cardpay.com
82
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. cardpay.com has schema coverage of 1 blocks and uses WordPress. 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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 24/100 — Low
Structured Elements 24 elements (24 lists, 0 rows, 0 headers)
Total Words1382
Raw Density1.7%
💡Low structure score (24/100). Your content appears as a wall of text with few structured HTML elements. You have 24 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 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

35
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability35/100 — AI models can barely extract answers from this page
Crawl CostHigh (75/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

3%
🗑️ 97%
Useful Content (9.7 KB)Bloat (305.7 KB)
Token Bloat Ratio32.7× — Bloated

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 116 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 315.4 KB, but only 9.7 KB is text. 3% useful / 97% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (32.7×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 0% 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: 96.9% · SNR: 0.03 · Signal: 2470 / Noise: 78268 tokens
Run Full Entropy Audit →

🔬 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

FrameworkExpress
AI-Readiness Score55/100
Servernginx
CDN—
HTTP Status200
Load Time1185 ms
Raw HTML Size315.4 KB
Visible Text Size9.7 KB
⚡

Performance & Speed

33/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1185 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

3282
DOM nodes
315 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

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

60/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

254
internal links
82
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 38/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for awful.systems
Pending Audit — score below 80 threshold 
<a href="https://seodiff.io/radar/domains/awful.systems" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=awful.systems" 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 55 pages · Deep-10

Homepage ACRI
38
Single-page score
-1
Consistent readability
Δ delta
Site-Wide ACRI
38
Avg across 55 pages · Range 0–58
Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
66667
Avg Bloat
25.3×
Page Type ACRI Token Bloat Words Status
https://awful.systems/post/7416659
Apparently Anthropic may be about to be on the receiving end of some major banana republic shit from the Trump admin -- Update: Anthropic labeled supply chain risk by DoD. - awful.systemsedit-2external-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkedit-2message-squarelinkfedilinkfile-textexternal-linkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 pricing 58 18.2× 2716 💰 Pricing
https://awful.systems/post/7336009
A Bad Trip in Berkeley - awful.systemsmessage-squaremessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1message-squaremessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 58 14.4× 2136 ✓
https://awful.systems/post/7143791
Eliezer’s response to being in the Epstein files - awful.systemsedit-2external-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkedit-2message-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 58 19.0× 5077 ✓
https://awful.systems/post/7169120
The long awaited Gerard/Zitron crossover: I'm on Better Offline saying the stuff I always say, about OpenClaw, Moltbook and the coming Great Depression 2 - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textexternal-linkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 53 21.8× 1509 ✓
https://awful.systems/post/7404108
LessWronger wants AI safety to focus more on "controversial beliefs" - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 other 53 24.8× 1588 ✓
https://awful.systems/post/7257422
The Anthropic test refusal string: kill a Claude session dead - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 53 34.8× 634 ✓
https://awful.systems/post/7199667
AI coding makes you worse at learning — and not even any faster - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downglobe
 other 53 24.1× 839 ✓
https://awful.systems/post/7176145
Microsoft walks back AI in Windows 11! Yeah, right - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 other 53 25.7× 529 ✓
https://awful.systems/post/7322718
European Parliament bars lawmakers from using AI tools - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textexternal-linkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 other 50 33.3× 725 ✓
https://awful.systems/post/7449888
US Used Chatbot for War Planning - awful.systemsedit-2imagemessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1imageedit-2message-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 pricing 50 28.9× 618 💰 Pricing
https://awful.systems/post/7387786
Bet against the bubble: Goldman Sachs’ non-AI stock index - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 50 25.8× 676 ✓
https://awful.systems/post/7361533
ich🔞⏱️🤸iel - awful.systemsimagemessage-squarelinkfedilinkarrow-up1arrow-down1arrow-up1arrow-down1imagemessage-squarelinkfedilinkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 pricing 50 35.0× 543 💰 Pricing
https://awful.systems/post/7351304
The BSDs as yuri - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 other 50 28.9× 572 ✓
https://awful.systems/post/7345766
AI vibe-generates the same ‘random’ passwords over and over - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 other 50 42.0× 863 ✓
https://awful.systems/post/7320415
Trailer for “the AI doc”, an upcoming doc featuring the usual suspects, notably the big yud himself - awful.systemsedit-2external-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkedit-2message-squarelinkfedilinkfile-textexternal-linkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2globe
 other 50 25.9× 1732 ✓
https://awful.systems/post/7104202
The job losses are real — but the AI excuse is fake - awful.systemsexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkmessage-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upglobe
 other 50 30.3× 523 ✓
https://awful.systems/post/7102099
PwC CEO survey reports no business advantage from of AI investment for the majority - awful.systemsedit-2external-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkedit-2message-squarelinkfedilinkfile-textexternal-linkalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upglobe
 other 50 31.9× 520 ✓
https://awful.systems/post/7151700
Musk wants to merge SpaceX with xAI, then take it public - awful.systemsedit-2external-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkedit-2message-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 pricing 50 26.7× 3128 💰 Pricing
https://awful.systems/post/7380892
Stubsack: weekly thread for sneers not worth an entire post, week ending 1st March 2026 - awful.systemsedit-2pinpinexternal-linkmessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1external-linkpinpinedit-2message-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-uparrow-downminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2globe
 pricing 49 29.3× 8006 💰 Pricing
https://awful.systems/post/7127738
A series of talks in the Epstein documents - awful.systemsedit-2message-squaremessage-squarelinkfedilinkarrow-up1arrow-down1file-textarrow-up1arrow-down1message-squareedit-2message-squarelinkfedilinkfile-textalert-triangleplus-squareminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upedit-2minus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upminus-squarelinkfedilinkarrow-upglobe
 pricing 49 29.7× 2774 💰 Pricing
Showing 20 of 55 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/ 45 46 1% 30.9× Bot Blocked
/pricing/ 1 0 0% 0.0× Low AI Readiness
/about/ 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
/faq/ 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
/integrations/ 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 55 pages
github.com ×44
join-lemmy.org ×44
youtube.com ×27
pivot-to-ai.com ×24
pivottoai.libsyn.com ×22
lemmy.world ×15
sh.itjust.works ×9
reddit.com ×7
🔄 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/awful.systems

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

🔗 Similar finance Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
awful.systems (this site) 38 65 Express 32.7× 0 —
marketsherald.com 63 82 WordPress 27.0× 3 Compare →
bse.hu 63 75 Custom / Proprietary 7.9× 0 Compare →
mazars.com 63 73 Custom / Proprietary 2.8× 0 Compare →
ica.net 63 80 Custom / Proprietary 4.6× 0 Compare →
germanamerican.com 63 76 WordPress 2.7× 0 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite awful.systems 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 awful.systems. 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": "Systems",
  "url": "https://awful.systems",
  "logo": "https://awful.systems/pictrs/image/31f04c12-f14b-486b-ba4f-8810789fb131.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": "Systems",
  "url": "https://awful.systems",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://awful.systems/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 Systems?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Systems does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Systems work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Systems."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for awful.systems:

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).

📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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
Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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.
Free Deep Audit → GSC Error Guide →

📚 Research & Documentation

🔬
The Science of ACRI
Methodology behind the AI-Crawler Reality Index scoring model.
🚨
Hallucination Risk Study
How poor crawl access increases AI fabrication rates by 3.5×.
🔥
Structural Entropy Paper
The median web page wastes 55% of tokens on noise. Here's the data.
🧪
Extraction Lab Paper
Causal evidence that semantic HTML structure increases AI extraction accuracy.
📖
Documentation Hub
Metrics definitions, fix guides, and API reference for CI/CD integration.
🛠️
Free Tools
llms.txt generator, hallucination checker, entropy audit, and more.