pw.org 57 D
🛡️ SEO 20 🤖 GEO 70 ⚡ Perf 65 🏗️ Arch 75

pw.org — Global SEODiff Score 57/100

pw.org
📊

pw.org achieves a 67/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Within the infrastructure vertical, this places pw.org 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 tight 2.7× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. 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.

57
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (20) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 3 Mar 19
🔔 Recent AI Indexing Activity
🔄 Mar 19 Content change detected
🔄 Mar 13 Content change detected
Does your site score higher than pw.org?
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)20 × 0.25 = 5.0
🤖 AI Readiness / GEO (40% weight)70 × 0.40 = 28.0
⚡ Performance (20% weight)65 × 0.20 = 13.0
🏗️ Architecture & Trust (15% weight)75 × 0.15 = 11.2
Weighted sum = 5.0 + 28.0 + 13.0 + 11.2
Global SEODiff Score = 57 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
24
Structure
avg 35
0
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #73748
+34 pts
Gap
AI (ACRI)
Top 41%
Score 67/100

pw.org 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 pw.org ranks here

Tech stackDrupal
RenderingSSR
Schema coverage0 blocks
Token bloat2.7×

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

20/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

69 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

170 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 17
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.pw.org/
  • ✓ 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 — Poets & Writers
  • ✓ og:description — From Inspiration to Publication
  • ✗ og:image
  • ✓ twitter:card — summary
📐 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

70/100 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 →
pw.org
45
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 24/100 — Low
Structured Elements 80 elements (80 lists, 0 rows, 0 headers)
Total Words4693
Raw Density1.7%
💡Low structure score (24/100). Your content appears as a wall of text with few structured HTML elements. You have 80 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

52
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability52/100 — 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

37%
🗑️ 63%
Useful Content (35.2 KB)Bloat (61.0 KB)
Token Bloat Ratio2.7× — Lean

Multimodal Readiness

Visual Context71% Optimized for Vision
Image Alt Coverage10 / 14 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

57 Entropy
Fair Token Bloat: Medium
Noise Ratio: 63.4% · SNR: 0.58 · Signal: 9021 / Noise: 15624 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 pw.org 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
Poets & Writers provides resources and support for writers and publishing professionals.
Target Audience
Writers, publishing professionals, agents, and readers.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
SEMANTIC VOID
📊 Content Depth
3/10
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

FrameworkDrupal
AI-Readiness Score70/100
ServerApache
CDN
HTTP Status200
Load Time855 ms
Raw HTML Size96.3 KB
Visible Text Size35.2 KB

Performance & Speed

65/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

855 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1021
DOM nodes
96 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache, must-revalidate
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.com
📐 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

75/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

147
internal links
41
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 45/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for pw.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/pw.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=pw.org" 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 59 pages · Deep-10

Homepage ACRI
45
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
46
Avg across 59 pages · Range 0–82
Topical Cohesion
17%
Topical Drift
TF-IDF cosine similarity
Total Words
40009
Avg Bloat
49.0×
Page Type ACRI Token Bloat Words Status
https://www.pw.org/content/resources
Resources | Poets & Writers
pricing 82 4.2× 3607 💰 Pricing
https://www.pw.org/blogs/prize_reporter
G&A: The Contest Blog - Updates on Writing Contests | Poets & Writers
blog 82 4.6× 4583
https://www.pw.org/classifieds
Classifieds | Poets & Writers Magazine [current-issue-title]
other 82 3.7× 5333
https://pw.org/blog
Blogs | Poets & Writers
blog 77 9.3× 1508
https://www.pw.org/best-books-for-writers
Best Books for Writers | Poets & Writers
pricing 77 7.8× 3869 💰 Pricing
https://www.pw.org/literary_agents
Literary Agents Database - Find a Literary Agent for your fiction, poetry, literary nonfiction
other 75 15.1× 1206
https://www.pw.org/mfa
MFA Programs Database: 253 Programs for Creative Writers | Poets & Writers
other 75 15.1× 1436
https://www.pw.org/literary_magazines
Literary Magazines - Nearly 1,000 Journals and Magazines | Poets & Writers
other 75 14.2× 1911
https://www.pw.org/conferences_and_residencies
200+ writing conferences, writers residencies, retreats, workshops for poets, fiction and creative nonfiction writers.
other 75 13.2× 1633
https://www.pw.org/grants
Writing Contests, Grants & Awards March/April 2026 | Poets & Writers
other 75 13.8× 1443
https://www.pw.org/magazine
March/April 2026 | Poets & Writers Magazine
pricing 67 15.9× 1101 💰 Pricing
https://www.pw.org/directory/writers/rebecca_lawton
Rebecca Lawton | Directory of Writers from Poets & Writers
other 67 17.7× 740
https://www.pw.org/articles
Article Archive | Poets & Writers
pricing 62 28.9× 1122 💰 Pricing
https://www.pw.org/calendar
Literary Events Calendar | Poets & Writers
other 62 33.7× 613
https://www.pw.org/craft_capsules
Craft Capsules | Poets & Writers
pricing 62 31.2× 999 💰 Pricing
https://www.pw.org/explore/new/event-listing
| Poets & Writers
other 62 25.6× 1219
https://www.pw.org/joblistings
Jobs for Writers | Poets & Writers
careers 62 23.7× 627
https://www.pw.org/directory/writers/daniel_wk_lee
Daniel W.K. Lee | Directory of Writers from Poets & Writers
other 62 22.6× 644
https://www.pw.org/multimedia
Multimedia | Poets & Writers
other 62 29.8× 630
https://www.pw.org/agents_and_editors_recommend
Agents & Editors Recommend | Poets & Writers
other 52 44.4× 347
Showing 20 of 59 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
/directory/ 29 46 0% 77.1× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/literary_places/ 1 42 0% 68.1× High JS Bloat
/explore/ 1 62 0% 25.6× High JS Bloat
/articles/ 1 62 0% 28.9× High JS Bloat
/about-us/ 1 42 0% 76.2× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/content/ 1 82 0% 4.2× Healthy
/best-books-for-writers/ 1 77 0% 7.8× High JS Bloat
/mfa/ 1 75 0% 15.1× High JS Bloat
/archive/ 1 42 0% 176.8× High JS Bloat
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/classifieds/ 1 82 0% 3.7× Healthy
🔗
Outbound External Citations
0 unique external domains cited across 59 pages
facebook.com ×50
groups.pw.org ×50
instagram.com ×50
wl.donorperfect.net ×50
bsky.app ×50
visitor.r20.constantcontact.com ×50
ssl.drgnetwork.com ×50
interland3.donorperfect.net ×49
🔄 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/pw.org

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

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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for pw.org:

Current Score
67
Projected Score
80
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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