cognitivepilot.com 50 D
🛡️ SEO 23 🤖 GEO 67 ⚡ Perf 39 🏗️ Arch 66

cognitivepilot.com — Global SEODiff Score 50/100

cognitivepilot.com
📊

cognitivepilot.com scores 62/100 on the AI-Readiness Index, placing it in the middle tier of indexed domains — there is clear room for improvement. Within the ecommerce vertical, this places cognitivepilot.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. A tight 1.7× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. 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.

50
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (23) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)23 × 0.25 = 5.8
🤖 AI Readiness / GEO (40% weight)67 × 0.40 = 26.8
⚡ Performance (20% weight)39 × 0.20 = 7.8
🏗️ Architecture & Trust (15% weight)66 × 0.15 = 9.9
Weighted sum = 5.8 + 26.8 + 7.8 + 9.9
Global SEODiff Score = 50 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
10
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #69591
+43 pts
Gap
AI (ACRI)
Top 49%
Score 62/100

cognitivepilot.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 cognitivepilot.com ranks here

Tech stackCustom / Proprietary
Industryecommerce
RenderingSSR
Schema coverage0 blocks
Token bloat1.7×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

23/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

132 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

391 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → ru
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ 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

67/100 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 ecommerce sector, 24sevenmegastore.com (ACRI: 89) 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 →
cognitivepilot.com
40
Your ACRI Score
89
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. 24sevenmegastore.com has schema coverage of 4 blocks and uses Django. 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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 10/100 — Poor
Structured Elements 15 elements (0 lists, 15 rows, 0 headers)
Total Words4490
Raw Density0.3%
💡Low structure score (10/100). Your content appears as a wall of text with few structured HTML elements. You have 0 list items, 15 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

48
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability48/100 — AI models can partially extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

58%
🗑️ 42%
Useful Content (130.4 KB)Bloat (88.2 KB)
Token Bloat Ratio1.7× — Lean

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 54 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 0% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

82 Entropy
Good Token Bloat: Low
Noise Ratio: 40.4% · SNR: 1.48 · Signal: 33375 / Noise: 22586 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…

🔧 Tech Stack

AI-Readiness Score50/100
Servernginx-reuseport/1.21.1
CDN
HTTP Status200
Load Time1075 ms
Raw HTML Size218.6 KB
Visible Text Size130.4 KB

Performance & Speed

39/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1075 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1585
DOM nodes
219 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-store, no-cache, must-revalidate
  • ✗ 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

66/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

65
internal links
17
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 → ru
  • ✓ 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 40/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for cognitivepilot.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/cognitivepilot.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=cognitivepilot.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 62 pages · Deep-10

Homepage ACRI
40
Single-page score
+3
Consistent readability
Δ delta
Site-Wide ACRI
44
Avg across 62 pages · Range 0–77
Topical Cohesion
60%
Moderate Drift
TF-IDF cosine similarity
Total Words
28565
Avg Bloat
34.7×
Page Type ACRI Token Bloat Words Status
https://cognitivepilot.com/cognitive-news/blog/
На полях роботы с российскими мозгами - роботизация для сельского хозяйства и умное земледелие | Cognitive Pilot
pricing 77 9.9× 12351 💰 Pricing
https://cognitivepilot.com/cognitive-news/blog/pervoe-testirovanie-avtopilot-cognitive-pilot-u-fermera-i-blogera-nikity-tokmakova/
Первое тестирование автопилот Cognitive Pilot у фермера и блогера Никиты Токмакова
blog 67 18.9× 672
https://cognitivepilot.com/products
ПРОДУКТЫ COGNITIVE PILOT
product 59 34.4× 515
https://cognitivepilot.com/cognitive-news/blog/molotyat-roboty-saratovskaya-oblast-perekhodit-na-ii/
Молотят роботы: Саратовская область переходит на ИИ
pricing 52 34.6× 350 💰 Pricing
https://cognitivepilot.com/cognitive-news/blog/delo-ne-v-zarplate-apk-stradaet-ot-defitsita-kadrov/
Дело не в зарплате: АПК страдает от дефицита кадров
blog 52 26.9× 458
https://cognitivepilot.com/cognitive-news/blog/kak-my-zabotimsya-o-nashikh-klientakh/
Как мы заботимся о наших клиентах?
blog 52 37.0× 330
https://cognitivepilot.com/cognitive-news/blog/vladeltsam-kirovtsev-vnimanie-na-sliv/
Владельцам «Кировцев»: внимание на слив!
blog 52 33.3× 364
https://cognitivepilot.com/cognitive-news/blog/tulskiy-pryanik-pro-pervyy-rossiyskiy-robot-traktor/
Тульский Пряник про первый российский робот-трактор
blog 52 36.2× 348
https://cognitivepilot.com/cognitive-news/blog/mishustinu-pokazali-pervyy-v-mire-mini-traktor-s-ii/
Первый в мире мини-трактор с ИИ представлен в Екатеринбурге
blog 52 28.6× 441
https://cognitivepilot.com/cognitive-news/blog/spetsialnyy-reportazh-na-kanale-rbk-o-nashey-kompanii/
Специальный репортаж на канале РБК о нашей компании
blog 52 34.7× 352
https://cognitivepilot.com/cognitive-news/blog/v-rossii-poyavilis-pervye-uchitelya-robotramvaev/
В России появились первые учителя роботрамваев
blog 52 34.7× 360
https://cognitivepilot.com/cognitive-news/blog/pochemu-bespilotnyy-elektrotraktor-luchshe-obychnogo/
Почему беспилотный электротрактор лучше обычного?
blog 52 32.3× 376
https://cognitivepilot.com/cognitive-news/blog/glavnye-novinki-agrosalona-2024/
Главные новинки «Агросалона 2024»
blog 52 36.6× 345
https://cognitivepilot.com/cognitive-news/blog/mini-traktor-cognitive-pilot-obezopasit-gazprom/
Мини-трактор Cognitive Pilot обезопасит «Газпром»
blog 52 38.7× 322
https://cognitivepilot.com/cognitive-news/blog/trimble-otdykhaet/
Trimble отдыхает
blog 52 32.3× 389
https://cognitivepilot.com/cognitive-news/blog/stan-dilerom-cognitive-pilot/
Стань дилером Cognitive Pilot
blog 52 33.7× 360
https://cognitivepilot.com/cognitive-news/blog/bazovaya-stantsiya-vyruchaet/
Базовая станция выручает
blog 52 34.2× 366
https://cognitivepilot.com/cognitive-news/blog/pochemu-polegayut-zernovye/
Почему полегают зерновые?
blog 52 34.3× 360
https://cognitivepilot.com/cognitive-news/blog/polnostyu-bespilotnye-tramvai-uzhe-realnost/
Полностью беспилотные трамваи — уже реальность
blog 52 31.2× 406
https://cognitivepilot.com/cognitive-news/blog/zakultiviroval-stolb/
Закультивировал столб
blog 52 38.2× 325
Showing 20 of 62 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
/cognitive-news/ 52 51 0% 40.8× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 59 0% 34.4× High JS Bloat
/integrations/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 62 pages
sk.ru ×53
t.me ×53
promo.cognitivepilot.com ×53
youtube.com ×53
vk.com ×53
dzen.ru ×53
online.cognitivepilot.com ×3
interagro.tech ×2
🔄 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/cognitivepilot.com

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

🔗 Similar ecommerce Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
cognitivepilot.com (this site) 40 62 Custom / Proprietary 1.7× 0
dmkert.hu 65 74 Custom / Proprietary 1.9× 0 Compare →
projektpraca.eu 65 76 Custom / Proprietary 2.0× 0 Compare →
shopinsandiego.com 65 80 Custom / Proprietary 2.9× 0 Compare →
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📊 Semantic Share of Voice

How often would an AI cite cognitivepilot.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 cognitivepilot.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": "Cognitivepilot",
  "url": "https://cognitivepilot.com",
  "logo": "https://cognitivepilot.com/favicon.ico",
  "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": "Cognitivepilot",
  "url": "https://cognitivepilot.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://cognitivepilot.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 Cognitivepilot?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Cognitivepilot does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Cognitivepilot work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Cognitivepilot."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
62
Projected Score
75
Improvement
+13 pts
Add Organization schema +6 pts
Add WebSite schema +4 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
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