mamp.info 62 C
🛡️ SEO 37 🤖 GEO 69 ⚡ Perf 55 🏗️ Arch 93

mamp.info — Global SEODiff Score 62/100

mamp.info
📊

At 70/100, the ACRI for mamp.info indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the social vertical, this places mamp.info above the industry average of 57 —, suggesting strong competitive positioning in AI search. The low ghost ratio (5%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. With a 4.7× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

62
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (37) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 18
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than mamp.info?
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)37 × 0.25 = 9.2
🤖 AI Readiness / GEO (40% weight)69 × 0.40 = 27.6
⚡ Performance (20% weight)55 × 0.20 = 11.0
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 9.2 + 27.6 + 11.0 + 13.9
Global SEODiff Score = 62 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
49
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #67375
+27 pts
Gap
AI (ACRI)
Top 33%
Score 70/100

mamp.info 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 mamp.info ranks here

Tech stackCustom / Proprietary
Industrysocial
RenderingSSR
Schema coverage0 blocks
Token bloat4.7×

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…
🛡️

Traditional SEO

37/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

87 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

65 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ 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
  • ✗ 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

69/100 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 social sector, martin-sad.ru (ACRI: 87) 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 →
mamp.info
47
Your ACRI Score
87
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. martin-sad.ru has schema coverage of 63 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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 49/100 — Fair
Structured Elements 21 elements (21 lists, 0 rows, 0 headers)
Total Words297
Raw Density7.1%

🏷️ 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

59
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability59/100 — AI models can partially extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

21%
🗑️ 79%
Useful Content (4.8 KB)Bloat (17.9 KB)
Token Bloat Ratio4.7× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage3 / 3 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

8 Entropy
Poor Token Bloat: High
Noise Ratio: 78.9% · SNR: 0.27 · Signal: 1227 / Noise: 4594 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 mamp.info 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
MAMP & MAMP PRO provides a local server environment for PHP and WordPress development.
Target Audience
Web developers, WordPress developers, PHP developers
Pricing Model
Free (MAMP), Paid (MAMP PRO)
🏆 Competitive Moat
Local server environment with project-specific hosting and easy WordPress installation.
📊 Content Depth
5/10
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

AI-Readiness Score50/100
Servernginx
CDN
HTTP Status200
Load Time2702 ms
Raw HTML Size22.7 KB
Visible Text Size4.8 KB

Performance & Speed

55/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2702 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

237
DOM nodes
23 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → s-maxage=0
  • ✗ 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.mamp.info/sitemap/index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

22
internal links
5
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en
  • ✓ Meta viewport for mobile
  • ✗ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 47/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for mamp.info
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/mamp.info" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mamp.info" 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 50 pages · Deep-10

Homepage ACRI
47
Single-page score
+18
Subpages outperform homepage
Δ delta
Site-Wide ACRI
66
Avg across 50 pages · Range 39–90
Topical Cohesion
41%
Topical Drift
TF-IDF cosine similarity
Total Words
59917
Avg Bloat
21.7×
RAG Fractures [?]
2
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.mamp.info/en/release-notes/mac/
Release notes (Mac) - MAMP & MAMP PRO
docs 90 4.3× 19990
https://www.mamp.info/de/versionshistorie/mac/
Versionshistorie (Mac) - MAMP & MAMP PRO
other 90 4.5× 19656
https://www.mamp.info/de/features/multi-php.php
Mehrere PHP-Versionen parallel nutzen – lokale Tests passend zu deinem Hoster
product 85 7.8× 582
https://www.mamp.info/en/features/multi-php.php
Use Multiple PHP Versions in MAMP PRO – Test Like Your Host
product 85 7.1× 621
https://www.mamp.info/en/features/blueprint.php
Save & Reuse WordPress Environments with Blueprints in MAMP PRO
product 85 8.2× 516
https://www.mamp.info/en/features/snapshots.php
Website Snapshots in MAMP PRO – WordPress Backups & Rollbacks
product 85 7.3× 597
https://www.mamp.info/de/features/snapshots.php
Snapshots für Websites – Backups & Rollbacks inkl. WordPress Snapshots
product 85 8.2× 548
https://www.mamp.info/en/release-notes/windows/
Release notes (Windows) - MAMP & MAMP PRO
docs 85 5.1× 2911
https://www.mamp.info/en/legal-notice/
Legal Notice - MAMP GmbH
pricing 85 6.1× 758 💰 Pricing
https://www.mamp.info/de/versionshistorie/windows/
Versionshistorie (Windows) - MAMP & MAMP PRO
other 85 5.3× 2842
https://www.mamp.info/de/datenschutzerklaerung/
Datenschutzerklärung - MAMP GmbH
other 85 6.7× 686
https://www.mamp.info/de/features/blueprint.php
WordPress-Blueprints in MAMP PRO – Projekte schneller starten
product 75 9.1× 477
https://www.mamp.info/de/features/mailhog.php
MAMP PRO MailHog – E-Mails lokal testen, abfangen & debuggen
product 75 10.0× 429
https://www.mamp.info/en/features/mailhog.php
Test Emails Safely with MailHog in MAMP PRO
product 75 9.2× 453
https://www.mamp.info/en/mamp-pro/support/purchase-faq/
MAMP PRO - Your local web development solution
support 75 9.1× 477
https://www.mamp.info/de/mamp-pro/support/kauf-faq/
MAMP PRO - Your local web development solution
support 75 9.8× 455
https://www.mamp.info/de/mamp/mac/
MAMP - Die kostenlose Web-Entwicklungslösung mit Apache, Nginx, PHP & MySQL
other 75 12.5× 521
https://www.mamp.info/de/impressum/
Impressum - MAMP GmbH
other 75 9.5× 437
https://www.mamp.info/namo/en/
NAMO - Your local DNS server for macOS
other 72 15.2× 532
https://www.mamp.info/en/mamp-cloud/
MAMP Cloud Connect – Secure Backup & Synchronization for macOS and Windows
other 65 12.1× 472
Showing 20 of 50 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
/de/ 18 69 0% 19.8× High JS Bloat
/en/ 16 69 0% 19.2× High JS Bloat
/namo/ 6 54 0% 38.4× High JS Bloat
/integrations/ 1 62 0% 19.0× High JS Bloat
/contact/ 1 62 0% 19.0× High JS Bloat
/about/ 1 62 0% 19.0× High JS Bloat
/features/ 1 62 0% 19.0× High JS Bloat
/blog/ 1 62 0% 19.0× High JS Bloat
/faq/ 1 62 0% 19.0× High JS Bloat
/case-studies/ 1 62 0% 19.0× High JS Bloat
/pricing/ 1 62 0% 19.0× High JS Bloat
/products/ 1 62 0% 19.0× High JS Bloat
/docs/ 1 62 0% 19.0× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 50 pages
threads.net ×50
timeedition.mamp.info ×50
b-flat.mamp.info ×50
mamp.one ×50
bsky.app ×50
receiver.mamp.info ×50
better-ears.mamp.info ×50
downloads.mamp.info ×27
🔄 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/mamp.info

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

🔗 Similar social Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
mamp.info (this site) 47 70 Custom / Proprietary 4.7× 0
repetitor-general.ru 72 78 Custom / Proprietary 3.3× 0 Compare →
keiba.rakuten.co.jp 72 80 Custom / Proprietary 2.1× 0 Compare →
extensionworkshop.com 72 75 Custom / Proprietary 2.2× 1 Compare →
babyplan.ru 72 81 Custom / Proprietary 4.7× 3 Compare →
homemasters.ru 72 80 Custom / Proprietary 4.6× 3 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite mamp.info 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 mamp.info. 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": "Mamp",
  "url": "https://mamp.info",
  "logo": "https://mamp.info/favicon.png",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Mamp",
  "url": "https://mamp.info",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://mamp.info/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 Mamp?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Mamp does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Mamp work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Mamp."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for mamp.info:

Current Score
70
Projected Score
86
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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