mass.gov 72 B
🛡️ SEO 64 🤖 GEO 77 ⚡ Perf 74 🏗️ Arch 70

mass.gov — Global SEODiff Score 72/100

mass.gov
📊

The AI-Readiness profile for mass.gov is strong: an ACRI of 84/100 places it ahead of 98% of domains in the index. Within the government vertical, this places mass.gov above the industry average of 57 —, suggesting strong competitive positioning in AI search. The rendering approach is hybrid, with a moderate ghost ratio of 15% — most content is accessible without JS, though some elements are client-rendered. A 10.1× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Rich structured data (5 schema blocks) gives AI systems strong semantic signals for entity recognition and knowledge graph inclusion. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (64) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 4 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than mass.gov?
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)64 × 0.25 = 16.0
🤖 AI Readiness / GEO (40% weight)77 × 0.40 = 30.8
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)70 × 0.15 = 10.5
Weighted sum = 16.0 + 30.8 + 14.8 + 10.5
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
94
Rendering
avg 93
88
Structure
avg 35
50
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.5%
Rank #5028
Aligned
Gap
AI (ACRI)
Top 2%
Score 84/100

mass.gov has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why mass.gov ranks here

Tech stackCustom / Proprietary
Industrygovernment
RenderingHybrid
Schema coverage5 blocks
Token bloat10.1×

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

64/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

8 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

53 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

  • ✓ Canonical tag present → https://www.mass.gov/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Mass.gov
  • ✓ og:description — Official website of the Commonwealth of Massachusetts
  • ✗ 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

77/100 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 government sector, gep.com (ACRI: 83) 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 →
mass.gov
68
Your ACRI Score
83
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. gep.com has schema coverage of 3 blocks and uses Drupal. 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 15%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 88/100 — Excellent
Structured Elements 106 elements (106 lists, 0 rows, 0 headers)
Total Words459
Raw Density23.1%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks5 blocks

Schema Coverage Map

2/7 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.
💡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.

📐 AI Efficiency Metrics Docs

72
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability72/100 — AI models can easily extract answers from this page
Crawl CostMedium (40/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

9%
🗑️ 91%
Useful Content (14.4 KB)Bloat (131.8 KB)
Token Bloat Ratio10.1× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage7 / 7 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 90.1% · SNR: 0.11 · Signal: 3697 / Noise: 33744 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 mass.gov 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
This SaaS platform provides a collaborative sprint planning tool that leverages AI to optimize resource allocation and predict sprint outcomes,
Target Audience
Engineering managers, product managers, scrum masters, and software development teams.
Pricing Model
Offers a tiered pricing structure: a free plan with limited features, a ‘Starter’ plan ($12/user/month), a ‘Pro’ plan ($29/user/month), and an ‘Enterprise’ plan (custom pricing).
🔗 Integration Partners
SlackGitHubJira
🛡️ Compliance Standards
SOC 2GDPR
🏆 Competitive Moat
The platform's AI-powered sprint planning and real-time resource optimization capabilities provide a significant advantage over traditional methods and competing tools.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pagesBlog posts on sprint planning best practices
⚡ Key Pain Points
• Lack of clear FAQ schema
• Limited trial period
• Complex onboarding process
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time939 ms
Raw HTML Size146.3 KB
Visible Text Size14.4 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

939 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

606
DOM nodes
146 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=1800
  • ✗ 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

70/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

106
internal links
6
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 68/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for mass.gov
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/mass.gov" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mass.gov" 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 103 pages · Deep-10

Homepage ACRI
68
Single-page score
-7
Moderate hidden bloat
Δ delta
Site-Wide ACRI
61
Avg across 103 pages · Range 0–81
Topical Cohesion
2%
Topical Drift
TF-IDF cosine similarity
Total Words
1487056
Avg Bloat
13.1×
Page Type ACRI Token Bloat Words Status
https://www.mass.gov/doc/chemical-use-record-keeping-tool/download docs 81 4.9× 13107
https://www.mass.gov/doc/mass-migration-requirements/download docs 81 4.9× 4102
https://www.mass.gov/doc/2016-2018-three-year-plans-order/download docs 76 7.3× 33490
https://www.mass.gov/doc/overview-of-judicial-nominating-process-0/download docs 76 9.8× 3283
https://www.mass.gov/doc/list-of-masshire-career-centers/download docs 76 6.2× 3151
https://www.mass.gov/doc/energy-efficiency-guidelines-dpu-08-50-b-october-26-2009/download docs 76 7.8× 12049
https://www.mass.gov/doc/2013-2015-three-year-plans-order/download docs 76 7.8× 40637
https://www.mass.gov/doc/masshire-bizworks-resource-card/download docs 76 7.8× 6328
https://www.mass.gov/doc/seaport-economic-council-grant-application/download pricing 76 9.5× 3834 💰 Pricing
https://www.mass.gov/doc/instructions-for-filing-an-annual-return/download docs 76 9.7× 3478
https://www.mass.gov/doc/snap-benefit-application/download docs 76 7.8× 21552
https://www.mass.gov/doc/dpu-complaint-form-printable/download docs 76 7.7× 6680
https://www.mass.gov/doc/attorney-request-form/download docs 66 12.2× 4273
https://www.mass.gov/doc/download-the-banking-complaint-form/download docs 66 11.0× 3713
https://www.mass.gov/doc/work-search-log-0/download docs 66 11.9× 17764
https://www.mass.gov/doc/mema-equipment-request-form/download docs 66 12.8× 2243
https://www.mass.gov/doc/dealer-permit-application-packet/download docs 66 13.2× 11247
https://www.mass.gov/doc/commercial-fishing-permit-application-1/download docs 66 13.2× 2168
https://www.mass.gov/doc/more-information-about-memas-available-equipment/download docs 66 12.9× 2228
https://www.mass.gov/doc/competitive-supplier-and-electricity-broker-license-expansion-application/download docs 66 15.0× 1119
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
/doc/ 93 67 0% 12.8× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 56 1% 65.6× Bot Blocked
/contact/ 1 23 1% 100.0× Bot Blocked
/about/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/blog/ 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/mass.gov

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

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
mass.gov (this site) 68 84 Custom / Proprietary 10.1× 5
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📊 Semantic Share of Voice

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

Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 9% 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 Mass?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Mass does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Mass work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Mass."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for mass.gov:

Current Score
84
Projected Score
92
Improvement
+8 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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