plumpyfield.com 70 B
🛡️ SEO 71 🤖 GEO 80 ⚡ Perf 62 🏗️ Arch 51

plumpyfield.com — Global SEODiff Score 70/100

plumpyfield.com
📊

With a solid 77/100 ACRI, plumpyfield.com is well-positioned for AI search — better than 86% of sites in the Radar. Within the infrastructure vertical, this places plumpyfield.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. A 5.9× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

70
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Architecture (51) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Feb 24 Mar 19
🔔 Recent AI Indexing Activity
🔄 Mar 13 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)71 × 0.25 = 17.8
🤖 AI Readiness / GEO (40% weight)80 × 0.40 = 32.0
⚡ Performance (20% weight)62 × 0.20 = 12.4
🏗️ Architecture & Trust (15% weight)51 × 0.15 = 7.6
Weighted sum = 17.8 + 32.0 + 12.4 + 7.6
Global SEODiff Score = 70 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
37
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 36%
Rank #357479
-21 pts
Gap
AI (ACRI)
Top 14%
Score 77/100

plumpyfield.com ranks much higher on Google (Tranco Top 36%) than in AI search (Top 14%). This is the 'Visibility Gap' pattern — implementing the recommendations above can help close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why plumpyfield.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat5.9×

Fastest improvements

  • 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

71/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

39 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

208 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

  • ✓ Canonical tag present → https://www.groupenutriset.fr/en/plumpyfield-network/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-GB
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — PlumpyField® network - Groupe Nutriset
  • ✓ og:description — PlumpyField® is a network of independent local entrepreneurs who manufacture ready-to-use nutritional solutions for the treatment and prevention of malnutrition while meeting international quality standards.
  • ✗ og:image
  • ✓ 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

80/100 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 →
plumpyfield.com
57
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 37/100 — Low
Structured Elements 33 elements (32 lists, 1 rows, 0 headers)
Total Words815
Raw Density4.1%
💡Low structure score (37/100). Your content appears as a wall of text with few structured HTML elements. You have 32 list items, 1 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 ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

3/7 schema types detected
✅ Organization
❌ Product/Service
✅ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
💡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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

64
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability64/100 — 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

16%
🗑️ 84%
Useful Content (14.6 KB)Bloat (72.0 KB)
Token Bloat Ratio5.9× — Normal

Multimodal Readiness

Visual Context5% Optimized for Vision
Image Alt Coverage1 / 19 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 5% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 83.2% · SNR: 0.20 · Signal: 3725 / Noise: 18435 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 plumpyfield.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
PlumpyField® network is a network of independent entrepreneurs who manufacture ready-to-use nutritional solutions for malnutrition treatment and prevention, operating in
Target Audience
Humanitarian organizations, health professionals, NGOs, farmers, and governments in countries affected by malnutrition.
Pricing Model
Not specified – operates on a network-based model with Nutriset Group partnerships.
🛡️ Compliance Standards
ISO 27001
🏆 Competitive Moat
Local production of nutritional solutions, fostering nutritional autonomy and sustainable systems in vulnerable communities.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Member directory pagesActivity report
⚡ Key Pain Points
• Lack of structured FAQ schema
Analyzed by SEODiff AI · 2026-03-16

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
ServerApache
CDN
HTTP Status200
Load Time1422 ms
Raw HTML Size86.6 KB
Visible Text Size14.6 KB

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1422 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

508
DOM nodes
87 KB
HTML payload
Lean page — fast for bots and users

🗄️ 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

51/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

4
internal links
41
external links
Limited internal links — consider adding contextual cross-links

🔒 Security & Trust

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

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-GB
  • ✓ 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 57/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

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

Homepage ACRI
57
Single-page score
+10
Subpages outperform homepage
Δ delta
Site-Wide ACRI
67
Avg across 10 pages · Range 67–67
Total Words
7790
Avg Bloat
22.6×
Page Type ACRI Token Bloat Words Status
https://plumpyfield.com/pricing
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
pricing 67 22.6× 779
https://plumpyfield.com/about
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
about 67 22.6× 779
https://plumpyfield.com/features
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
product 67 22.6× 779
https://plumpyfield.com/products
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
product 67 22.6× 779
https://plumpyfield.com/blog
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
blog 67 22.6× 779
https://plumpyfield.com/docs
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
docs 67 22.6× 779
https://plumpyfield.com/case-studies
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
social-proof 67 22.6× 779
https://plumpyfield.com/integrations
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
integrations 67 22.6× 779
https://plumpyfield.com/contact
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
support 67 22.6× 779
https://plumpyfield.com/faq
PlumpyField® network - Groupe NutrisetPlumpyField® network - Groupe Nutriset
support 67 22.6× 779
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/pricing/ 1 67 0% 22.6× High JS Bloat
/blog/ 1 67 0% 22.6× High JS Bloat
/contact/ 1 67 0% 22.6× High JS Bloat
/features/ 1 67 0% 22.6× High JS Bloat
/products/ 1 67 0% 22.6× High JS Bloat
/docs/ 1 67 0% 22.6× High JS Bloat
/case-studies/ 1 67 0% 22.6× High JS Bloat
/integrations/ 1 67 0% 22.6× High JS Bloat
/faq/ 1 67 0% 22.6× High JS Bloat
/about/ 1 67 0% 22.6× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 10 pages
instagram.com ×10
groupenutriset.fr ×10
indd.adobe.com ×10
youtube.com ×10
twitter.com ×10
facebook.com ×10
linkedin.com ×10
cookiedatabase.org ×10
🔄 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/plumpyfield.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 plumpyfield.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
plumpyfield.com (this site) 57 77 WordPress 5.9× 1
gifdb.com 82 88 WordPress 2.8× 1 Compare →
sirphire.com 82 90 WordPress 3.1× 2 Compare →
hikkoshi.suumo.jp 82 88 WordPress 2.2× 4 Compare →
nationalproductreview.com.au 82 98 WordPress 5.8× 13 Compare →
mymc.jp 82 91 WordPress 4.4× 7 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite plumpyfield.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 plumpyfield.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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 Plumpyfield?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Plumpyfield does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Plumpyfield work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Plumpyfield."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
77
Projected Score
83
Improvement
+6 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?
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