botmaker.com 58 D
🛡️ SEO 40 🤖 GEO 75 ⚡ Perf 53 🏗️ Arch 47

botmaker.com — Global SEODiff Score 58/100

botmaker.com
📊

The AI-Readiness profile for botmaker.com is strong: an ACRI of 68/100 places it ahead of 62% of domains in the index. Within the infrastructure vertical, this places botmaker.com above the industry average of 57 —, 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. With a 4.3× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

58
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (40) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 16
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than botmaker.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)40 × 0.25 = 10.0
🤖 AI Readiness / GEO (40% weight)75 × 0.40 = 30.0
⚡ Performance (20% weight)53 × 0.20 = 10.6
🏗️ Architecture & Trust (15% weight)47 × 0.15 = 7.0
Weighted sum = 10.0 + 30.0 + 10.6 + 7.0
Global SEODiff Score = 58 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
31
Structure
avg 35
0
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #68799
+32 pts
Gap
AI (ACRI)
Top 38%
Score 68/100

botmaker.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 botmaker.com ranks here

Tech stackWebflow
RenderingHybrid
Schema coverage0 blocks
Token bloat4.3×

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

40/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

53 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

180 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 11
  • ✓ Has <h2> headings — found 1
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✗ HTML lang attribute
  • ✅ Hreflang tags
  • ✓ 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

75/100 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, safely.co.jp (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 →
botmaker.com
46
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 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 31/100 — Low
Structured Elements 40 elements (40 lists, 0 rows, 0 headers)
Total Words1382
Raw Density2.9%
💡Low structure score (31/100). Your content appears as a wall of text with few structured HTML elements. You have 40 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

54
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability54/100 — 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

23%
🗑️ 77%
Useful Content (26.2 KB)Bloat (87.6 KB)
Token Bloat Ratio4.3× — Lean

Multimodal Readiness

Visual Context13% Optimized for Vision
Image Alt Coverage24 / 181 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 13% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

17 Entropy
Poor Token Bloat: High
Noise Ratio: 77.0% · SNR: 0.30 · Signal: 6697 / Noise: 22435 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 botmaker.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
Botmaker provides AI-powered conversational solutions, combining ChatGPT technology with a platform for building and deploying chatbots across multiple channels.
Target Audience
Customer service agents, marketing teams, business owners, and companies seeking to automate customer interactions.
Pricing Model
Pricing information not explicitly stated, likely tiered based on usage and features.
🔗 Integration Partners
WhatsApp Business PlatformSlackTeamsTelegram
🛡️ Compliance Standards
ISO 27001European Data Protection ActBrazilian General Data Protection Act
🏆 Competitive Moat
Proprietary AI engine with machine learning, combined with a comprehensive chatbot platform and multi-channel integration.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkWebflow
AI-Readiness Score75/100
ServerJetty(12.1.5)
CDN
HTTP Status200
Load Time1175 ms
Raw HTML Size113.8 KB
Visible Text Size26.2 KB

Performance & Speed

53/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1175 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1065
DOM nodes
114 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ 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

47/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

94
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
  • ✓ 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 46/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for botmaker.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/botmaker.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=botmaker.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 49 pages · Deep-10

Homepage ACRI
46
Single-page score
-1
Consistent readability
Δ delta
Site-Wide ACRI
46
Avg across 49 pages · Range 32–67
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
17273
Avg Bloat
90.3×
Page Type ACRI Token Bloat Words Status
https://botmaker.com/en/platform/artificial-intelligence
Artificial Intelligence + ChatGPT | Botmaker
product 67 14.6× 981
https://botmaker.com/en/integrations
Integrations | Botmaker
integrations 64 19.4× 831
https://botmaker.com/integrations
Integrations | Botmaker
integrations 64 19.4× 831
https://botmaker.com/es/canales/whatsapp
Canales de Botmaker: WhatsApp | Botmaker
pricing 64 19.1× 1362 💰 Pricing
https://botmaker.com/about
About us | Botmaker
about 59 26.9× 502
https://botmaker.com/en/platform/bots
Our bots | Botmaker
product 59 21.1× 596
https://botmaker.com/en/platform/functions
Platform features | Botmaker
product 59 20.2× 727
https://botmaker.com/en/platform/webchat-designer
Webchat designer
product 59 26.1× 541
https://botmaker.com/es/canales/telegram
Canales de Botmaker: Telegram | Botmaker
pricing 59 22.0× 683 💰 Pricing
https://botmaker.com/es/canales/todos-los-canales
Todos nuestros canales disponibles | Botmaker
other 59 26.3× 567
https://botmaker.com/es/canales/webchat
Canales de Botmaker: Webchat | Botmaker
other 59 29.6× 542
https://botmaker.com/es/canales/apple-messages-for-business
Canales de Botmaker: Apple Messages for Business | Botmaker
pricing 59 22.2× 674 💰 Pricing
https://botmaker.com/es/canales/instagram
Canales de Botmaker: Instagram | Botmaker
pricing 59 20.9× 723 💰 Pricing
https://botmaker.com/es/canales/facebook-workplace
Canales de Botmaker: Facebook Workplace | Botmaker
pricing 59 22.2× 685 💰 Pricing
https://botmaker.com/es/canales/google-business-messages
Canales de Botmaker: Google Business Messages | Botmaker
pricing 59 21.4× 701 💰 Pricing
https://botmaker.com/es/canales/mercado-libre
Canales de Botmaker: Mercado Libre | Botmaker
pricing 59 20.9× 723 💰 Pricing
https://botmaker.com/es/canales/messenger
Canales de Botmaker: Messenger | Botmaker
pricing 59 21.8× 696 💰 Pricing
https://botmaker.com/es/canales/microsoft-teams
Canales de Botmaker: Microsoft Teams | Botmaker
pricing 59 22.8× 659 💰 Pricing
https://botmaker.com/es/canales/slack
Canales de Botmaker: Slack | Botmaker
pricing 59 21.8× 687 💰 Pricing
https://botmaker.com/es/chatbot-fechas/temporada-de-ventas
Temporada de ventas
other 51 14.8× 393
Showing 20 of 49 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
/es/ 28 47 0% 113.1× High JS Bloat
/en/ 11 50 0% 40.6× High JS Bloat
/products/ 1 32 0% 100.0× High JS Bloat
/features/ 1 32 0% 100.0× High JS Bloat
/blog/ 1 32 0% 100.0× High JS Bloat
/case-studies/ 1 32 0% 100.0× High JS Bloat
/pricing/ 1 32 0% 100.0× High JS Bloat
/about/ 1 59 0% 26.9× High JS Bloat
/contact/ 1 36 0% 67.1× High JS Bloat
/docs/ 1 32 0% 100.0× High JS Bloat
/faq/ 1 32 0% 100.0× High JS Bloat
/integrations/ 1 64 0% 19.4× High JS Bloat
🔄 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/botmaker.com

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
botmaker.com (this site) 46 68 Webflow 4.3× 0
ntour.jp 71 84 WordPress 4.0× 0 Compare →
girlswithgems.com 71 81 Shopify 4.9× 0 Compare →
g.pl 71 73 Custom / Proprietary 5.1× 0 Compare →
moonlight-gear.com 71 82 Shopify 3.5× 0 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite botmaker.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 botmaker.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": "Botmaker",
  "url": "https://botmaker.com",
  "logo": "https://cdn.prod.website-files.com/62bde40f087a9275cc985c75/62bde40f087a92d05d985e37_favicon_32x32px_1.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": "Botmaker",
  "url": "https://botmaker.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://botmaker.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 Botmaker?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Botmaker does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Botmaker work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Botmaker."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for botmaker.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
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