binarly.io 74 B
🛡️ SEO 50 🤖 GEO 79 ⚡ Perf 74 🏗️ Arch 98

binarly.io — Global SEODiff Score 74/100

binarly.io
📊

With a solid 72/100 ACRI, binarly.io is well-positioned for AI search — better than 73% of sites in the Radar. Compared to other developer sites (avg score: 57), binarly.io performs above the benchmark, suggesting strong competitive positioning in AI search. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 9.6× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

74
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (50) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 18
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than binarly.io?
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)50 × 0.25 = 12.5
🤖 AI Readiness / GEO (40% weight)79 × 0.40 = 31.6
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)98 × 0.15 = 14.7
Weighted sum = 12.5 + 31.6 + 14.8 + 14.7
Global SEODiff Score = 74 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
55
Structure
avg 35
0
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #54853
+22 pts
Gap
AI (ACRI)
Top 27%
Score 72/100

binarly.io 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 binarly.io ranks here

Tech stackHubSpot CMS
Industrydeveloper
RenderingHybrid
Schema coverage0 blocks
Token bloat9.6×

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

50/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

62 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

157 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 8
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.binarly.io
  • ✓ 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 — Firmware Security | Supply Chain Risk Management | BINARLY
  • ✓ og:description — Binarly’s Transparency Platform offers firmware security for supply chain risk management. Gain visibility into threats and recommendations on remediation.
  • ✓ 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

79/100 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 →
binarly.io
54
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 55/100 — Fair
Structured Elements 74 elements (74 lists, 0 rows, 0 headers)
Total Words824
Raw Density9.0%

🏷️ 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

51
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability51/100 — 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 (6.0 KB)Bloat (51.8 KB)
Token Bloat Ratio9.6× — Normal

Multimodal Readiness

Visual Context91% Optimized for Vision
Image Alt Coverage43 / 47 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: 89.6% · SNR: 0.12 · Signal: 1545 / Noise: 13264 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 binarly.io 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
Binarly provides a binary risk intelligence platform that shifts the focus to proactive detection and response of vulnerabilities within the
Target Audience
Security analysts, software developers, firmware engineers, cybersecurity professionals, and DevOps teams involved in software supply chain security.
Pricing Model
⚠ SEMANTIC VOID
🔗 Integration Partners
NVIDIAIntelCiscoGoogle
🏆 Competitive Moat
Combining modern static analysis with machine learning and deep industry expertise to decode the software supply chain puzzle, offering a patented Reachability Analysis Transparency Platform.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Software Supply Chain Security
⚡ Key Pain Points
• Fatigue from excessive alerts
• Unmanageable demand for security teams
• Outdated tools and open-source feeds
• Challenges with AI-generated code
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkHubSpot CMS
AI-Readiness Score70/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time585 ms
Raw HTML Size57.9 KB
Visible Text Size6.0 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

585 ms
Acceptable — room for improvement

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

📦 Page Weight

640
DOM nodes
58 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

3
tracker scripts
2
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.comjs.hs-scripts.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

98/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

75
internal links
9
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 54/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for binarly.io
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/binarly.io" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=binarly.io" 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 71 pages · Deep-10

Homepage ACRI
54
Single-page score
+14
Subpages outperform homepage
Δ delta
Site-Wide ACRI
69
Avg across 71 pages · Range 0–82
Topical Cohesion
16%
Topical Drift
TF-IDF cosine similarity
Total Words
120321
Avg Bloat
6.6×
RAG Fractures [?]
1
⚠️
1 RAG-Chunking Fracture Detected

Poorly formatted tables or pricing grids on 1 page will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.binarly.io/blog/binarly-expands-leadership-team-with-veteran-cybersecurity-executives
Binarly Expands Leadership Team With Veteran Cybersecurity Executives
pricing 82 4.9× 1845 💰 Pricing
https://www.binarly.io/blog/black-hat-2022-blasting-event-driven-cornucopia-wmi-edition
Black Hat 2022: Blasting Event-Driven Cornucopia - WMI edition
pricing 82 3.9× 3094 💰 Pricing
https://www.binarly.io/blog/finding-logofail-the-dangers-of-image-parsing-during-system-boot
Finding LogoFAIL: The Dangers of Image Parsing During System Boot
pricing 82 3.8× 3839 ⚠️ RAG Fracture
https://www.binarly.io/blog/inside-the-logofail-poc-from-integer-overflow-to-arbitrary-code-execution
Inside the LogoFAIL PoC: From Integer Overflow to Arbitrary Code Execution
blog 82 4.5× 2383
https://www.binarly.io/blog/mapping-binarly-capabilities-to-gartners-software-supply-chain-security-framework
Mapping Binarly Capabilities to Gartner’s Software Supply Chain Security Framework
pricing 82 4.9× 2060 💰 Pricing
https://www.binarly.io/blog/missing-mitigations-inside-the-security-gap-in-uefi-firmware
Missing Mitigations: Inside The Security Gap in UEFI Firmware
pricing 82 3.0× 6216 💰 Pricing
https://www.binarly.io/blog/fwhunt-the-next-chapter-firmware-threat-detection-at-scale
FwHunt The Next Chapter: Firmware Threat Detection at Scale
pricing 82 4.7× 2955 💰 Pricing
https://www.binarly.io/blog/attacking-pre-efi-ecosystem
Attacking (pre)EFI Ecosystem
pricing 82 5.0× 2251 💰 Pricing
https://www.binarly.io/blog/ami-usbrt-repeatable-failures-a-6-year-old-attack-vector-still-affecting-millions-of-enterprise-devices
Repeatable Failures: AMI UsbRt - Six Years Later, Firmware Attack Vector Still Affect Millions of Enterprise Devices
pricing 82 4.9× 2364 💰 Pricing
https://www.binarly.io/blog/design-issues-of-modern-edrs-bypassing-etw-based-solutions
Design issues of modern EDRs: bypassing ETW-based solutions
pricing 82 4.3× 2730 💰 Pricing
https://www.binarly.io/blog/ghost-in-the-controller-abusing-supermicro-bmc-firmware-verification
Ghost in the Controller: Abusing Supermicro BMC Firmware Verification
blog 77 5.9× 1751
https://www.binarly.io/blog/broken-trust-fixed-supermicro-bmc-bug-gains-a-new-life-in-two-new-vulnerabilities
Broken Trust: Fixed Supermicro BMC Bug Gains a New Life in Two New Vulnerabilities
blog 77 5.7× 2039
https://www.binarly.io/articles
Research Hub
pricing 77 7.5× 5263 💰 Pricing
https://www.binarly.io/blog/binarly-discovers-multiple-high-severity-vulnerabilities-in-ami-based-devices
Binarly Discovers Multiple High-Severity Vulnerabilities in AMI-based Devices
pricing 77 5.0× 2448 💰 Pricing
https://www.binarly.io/blog/binarly-reports-high-severity-amd-vulnerabilities-with-downstream-impact
Binarly Reports High-Severity AMD Vulnerabilities with Downstream Impact
pricing 77 7.1× 1346 💰 Pricing
https://www.binarly.io/blog/leaked-intel-boot-guard-keys-what-happened-how-does-it-affect-the-software-supply-chain
Leaked Intel Boot Guard Keys: What Happened? How Does it Affect the Software Supply Chain?
blog 77 6.1× 2267
https://www.binarly.io/blog/binarly-finds-six-high-severity-firmware-vulnerabilities-in-hp-enterprise-devices
Binarly Finds Six High Severity Firmware Vulnerabilities in HP Enterprise Devices
pricing 77 7.5× 1238 💰 Pricing
https://www.binarly.io/blog/binarly-transparency-platform-v2-7-propels-enterprises-toward-post-quantum-readiness
Binarly Transparency Platform v2.7 Hits New Milestone, Propelling Enterprises Toward Post-Quantum Readiness
pricing 77 8.1× 1126 💰 Pricing
https://www.binarly.io/blog/cve-2024-36435-deep-dive-the-years-most-critical-bmc-security-flaw
CVE-2024-36435 Deep-Dive: The Year’s Most Critical BMC Security Flaw
pricing 77 8.1× 1180 💰 Pricing
https://www.binarly.io/blog/binarly-tracking-updates-for-cve-2024-56161-a-high-risk-microcode-flaw-in-amd-cpus
Binarly Tracking Updates for CVE-2024-56161 – A ‘High Risk’ Microcode Flaw in AMD CPU’s
pricing 77 8.9× 990 💰 Pricing
Showing 20 of 71 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
/blog/ 60 76 0% 7.1× High JS Bloat
/features/ 1 77 0% 10.0× High JS Bloat
/case-studies/ 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
/pricing/ 1 0 0% 0.0× Low AI Readiness
/learn/ 1 77 0% 7.3× High JS Bloat
/articles/ 1 77 0% 7.5× High JS Bloat
/about/ 1 67 0% 14.4× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 71 pages
youtube.com ×64
twitter.com ×64
github.com ×64
cd.binarly.io ×64
risk.binarly.io ×64
linkedin.com ×64
fwhunt.run ×58
blackhat.com ×11
🔄 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/binarly.io

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

🔗 Similar developer Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
binarly.io (this site) 54 72 HubSpot CMS 9.6× 0
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📊 Semantic Share of Voice

How often would an AI cite binarly.io 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 binarly.io. 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": "Binarly",
  "url": "https://binarly.io",
  "logo": "https://cdn.prod.website-files.com/65d392ca924b59f0fcd873eb/660196452b0cde006a5aae30_favicon-binarly-2.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": "Binarly",
  "url": "https://binarly.io",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://binarly.io/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 Binarly?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Binarly does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Binarly work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Binarly."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for binarly.io:

Current Score
72
Projected Score
88
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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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