minds.com 59 D
🛡️ SEO 41 🤖 GEO 51 ⚡ Perf 68 🏗️ Arch 97

minds.com — Global SEODiff Score 59/100

minds.com
📊

minds.com achieves a 67/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Compared to other developer sites (avg score: 57), minds.com performs above the benchmark, suggesting strong competitive positioning in AI search. A ghost ratio of 30% indicates a mixed rendering strategy where core content loads server-side but interactive sections rely on JavaScript. Heavy markup overhead (50.0× bloat) forces AI systems to wade through excess code before finding useful information. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

59
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (41) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (135×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 15, 2026 · 📋 API
📈 ACRI Trend 2 snapshots
Mar 7 Mar 15
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than minds.com?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)41 × 0.25 = 10.2
🤖 AI Readiness / GEO (40% weight)51 × 0.40 = 20.4
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)97 × 0.15 = 14.5
Weighted sum = 10.2 + 20.4 + 13.6 + 14.5
Global SEODiff Score = 59 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
84
Rendering
avg 93
60
Structure
avg 35
0
Schema
avg 9
40
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #21748
+39 pts
Gap
AI (ACRI)
Top 41%
Score 67/100

minds.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 minds.com ranks here

Tech stackAngular
Industrydeveloper
RenderingHybrid
Schema coverage0 blocks
Token bloat50×+

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

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

24 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

24 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 4
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.minds.com/
  • ✓ 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 — Own your network | Minds
  • ✓ og:description — Launch an app in minutes
  • ✓ og:image — preview
  • ✗ 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

51/100 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 →
minds.com
40
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.

👻
Shadow Content Detected: 30% of your page token budget is in non-rendered regions (JavaScript-dependent content that AI crawlers may not process). Combined with 134.9x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 60/100 — Good
Structured Elements 35 elements (35 lists, 0 rows, 0 headers)
Total Words325
Raw Density10.8%

🏷️ 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

40
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability40/100 — AI models can partially extract answers from this page
Crawl CostMedium (65/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (2.2 KB)Bloat (294.6 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context83% Optimized for Vision
Image Alt Coverage5 / 6 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 296.8 KB, but only 2.2 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 99.3% · SNR: 0.01 · Signal: 563 / Noise: 75418 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

FrameworkAngular
AI-Readiness Score40/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time800 ms
Raw HTML Size296.8 KB
Visible Text Size2.2 KB

Performance & Speed

68/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

800 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

275
DOM nodes
297 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

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

🔬 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

97/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

33
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 40/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for minds.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/minds.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=minds.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 109 pages · Deep-10

Homepage ACRI
40
Single-page score
-4
Consistent readability
Δ delta
Site-Wide ACRI
36
Avg across 109 pages · Range 0–56
Topical Cohesion
5%
Topical Drift
TF-IDF cosine similarity
Total Words
7938
Avg Bloat
2020.1×
Page Type ACRI Token Bloat Words Status
https://www.minds.com/plus
Minds Plus | Minds
pricing 56 131.7× 677 💰 Pricing
https://www.minds.com/upgrades
Upgrade your Minds experience | Minds
pricing 56 127.9× 766 💰 Pricing
https://minds.com/about
Own your network | Minds
pricing 46 200.5× 303 💰 Pricing
https://www.minds.com/newsfeed/880775530599407616
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/896293519646359552
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1245.6× 85 💰 Pricing
https://www.minds.com/newsfeed/836682203953868800
"You are not separate from the whole. You are one with th... | Minds
pricing 44 1117.8× 87 💰 Pricing
https://www.minds.com/newsfeed/842015929104322560
"There are only two ways to live your life. One is as tho... | Minds
pricing 44 1308.8× 75 💰 Pricing
https://www.minds.com/newsfeed/869301105857101824
"When the power of love overcomes the love of power the w... | Minds
pricing 44 1528.7× 63 💰 Pricing
https://www.minds.com/newsfeed/869299499212177408
"You are not separate from the whole. You are one with th... | Minds
pricing 44 1101.4× 87 💰 Pricing
https://www.minds.com/newsfeed/860064356929384448
Anonymous xin chào các bạn Việt Nam, các bạn luôn được ch... | Minds
meta 44 909.2× 121
https://www.minds.com/newsfeed/844594906346635264
Ain't that the truth? Now watch the statists defend their... | Minds
meta 44 1673.1× 58
https://www.minds.com/newsfeed/859329253283016704
STATUS ĐẦU TIÊN TRÊN MINDS, VỀ MỘT CUỘC EXODUS THỜI @ Á... | Minds
meta 44 859.7× 116
https://www.minds.com/newsfeed/971813649841545216
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/957306265665753088
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/894191768663429120
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1245.6× 85 💰 Pricing
https://www.minds.com/newsfeed/916304973310746624
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/911119550057680896
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/913835359037345792
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1245.6× 85 💰 Pricing
https://www.minds.com/newsfeed/909432573116874752
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
https://www.minds.com/newsfeed/893024330338107392
KINDLY DON'T FORGET TO SUBSCRIBE, TAG, COMMENT, WIRE, BOO... | Minds
pricing 44 1217.7× 87 💰 Pricing
Showing 20 of 100 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
/newsfeed/ 94 37 0% 2266.3× High JS Bloat
/blog/ 1 26 0% 711.0× High JS Bloat
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 46 0% 200.5× High JS Bloat
/minds/ 1 26 0% 711.0× High JS Bloat
/help/ 1 26 0% 711.0× High JS Bloat
/content-policy/ 1 26 0% 711.0× High JS Bloat
/faq/ 1 36 0% 1198.0× High JS Bloat
/mobile/ 1 36 0% 502.1× High JS Bloat
/canary/ 1 36 0% 730.7× High JS Bloat
/pro/ 1 26 0% 711.0× High JS Bloat
/upgrades/ 1 56 0% 127.9× High JS Bloat
/jobs/ 1 26 0% 711.0× High JS Bloat
/integrations/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
🔄 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/minds.com

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

🔗 Similar developer Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
minds.com (this site) 40 67 Angular 134.9× 0
chapterone.kr 65 76 Custom / Proprietary 8.0× 0 Compare →
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makingcosmetics.com 65 74 Custom / Proprietary 3.9× 0 Compare →
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📊 Semantic Share of Voice

How often would an AI cite minds.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 minds.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": "Minds",
  "url": "https://minds.com",
  "logo": "https://minds.com/static/en/assets/logos/bulb.svg",
  "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": "Minds",
  "url": "https://minds.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://minds.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 0% 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 Minds?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Minds does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Minds work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Minds."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
67
Projected Score
85
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).

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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