energystar.gov 74 B
🛡️ SEO 49 🤖 GEO 80 ⚡ Perf 80 🏗️ Arch 92
Radar → Domains → energystar.gov

energystar.gov — Global SEODiff Score 74/100

energystar.gov
📊

energystar.gov shows strong AI visibility with an ACRI of 70/100, outperforming 67% of indexed domains. Compared to other government sites (avg score: 57), energystar.gov performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. The token bloat ratio sits at a lean 3.0×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. Partial bot access means the domain is visible to some AI systems but not accessible to others — ClaudeBot remain blocked.

74
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (49) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
49
🛡️ Traditional SEO
80
🤖 AI Readiness
80
⚡ Performance
92
🏗️ Architecture
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 28 snapshots
Feb 22 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than energystar.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)49 × 0.25 = 12.2
🤖 AI Readiness / GEO (40% weight)80 × 0.40 = 32.0
⚡ Performance (20% weight)80 × 0.20 = 16.0
🏗️ Architecture & Trust (15% weight)92 × 0.15 = 13.8
Weighted sum = 12.2 + 32.0 + 16.0 + 13.8
Global SEODiff Score = 74 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
80
Bot Access
avg 92
100
Rendering
avg 93
68
Structure
avg 35
0
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.9%
Rank #8853
+33 pts
Gap
AI (ACRI)
Top 33%
Score 70/100

energystar.gov 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 energystar.gov ranks here

Tech stackDrupal
Industrygovernment
RenderingSSR
Schema coverage0 blocks
Token bloat3.0×

Fastest improvements

  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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…
See other Drupal sites → government industry → Full leaderboard → Domain A–Z →
🛡️

Traditional SEO

49/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

22 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

189 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 7
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.energystar.gov/
  • ✓ 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 — ENERGY STAR
  • ✓ og:description — ENERGY STAR makes it easy for consumers and businesses to save money and protect the environment.
  • ✗ 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

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 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 →
energystar.gov
57
Your ACRI Score
→
gep.com
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)
Blocked
✅
CCBot (Common Crawl)
Allowed
✅
Google-Extended
Allowed
✅
Googlebot
Allowed
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 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 68/100 — Good
Structured Elements 58 elements (58 lists, 0 rows, 0 headers)
Total Words424
Raw Density13.7%

🏷️ 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

65
AI Extractability
Low
Crawl Cost
Low
Blocklist Risk
Extractability65/100 — AI models can partially extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskLow — 1 of 5 AI crawlers blocked

Token Bloat Research

33%
🗑️ 67%
Useful Content (14.7 KB)Bloat (29.5 KB)
Token Bloat Ratio3.0× — Lean

Multimodal Readiness

Visual Context95% Optimized for Vision
Image Alt Coverage19 / 20 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

50 Entropy
Fair Token Bloat: Medium
Noise Ratio: 66.7% · SNR: 0.50 · Signal: 3767 / Noise: 7546 tokens
Run Full Entropy Audit →

🔬 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 energystar.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 website showcases a directory of home builders and developers across the United States, focusing on ENERGY STAR Certified Homes and affordable housing initiatives.
Target Audience
Home builders, developers, affordable housing organizations, and individuals seeking ENERGY STAR certified homes.
Pricing Model
N/A - Directory website with no direct pricing information.
🛡️ Compliance Standards
ENERGY STAR
🏆 Competitive Moat
Comprehensive directory of home builders and developers, emphasizing ENERGY STAR certification and affordable housing.
📊 Content Depth
5/10
🔄 Programmatic SEO Signals
Directory pages for various builders and regionsTemplate-generated pages for builder listings
⚡ Key Pain Points
• Limited information on individual builder websites linked from the directory
• Lack of detailed information about ENERGY STAR certification process
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

FrameworkDrupal
AI-Readiness Score70/100
Servernginx
CDN—
HTTP Status200
Load Time828 ms
Raw HTML Size44.2 KB
Visible Text Size14.7 KB
⚡

Performance & Speed

80/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

828 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

401
DOM nodes
44 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → must-revalidate, no-cache, private
  • ✗ 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

92/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.energystar.gov/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✗ ClaudeBot allowed

🔗 Linking

69
internal links
7
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 57/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for energystar.gov
Pending Audit — score below 80 threshold 
<a href="https://seodiff.io/radar/domains/energystar.gov" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=energystar.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 1003 pages · Deep-10

Homepage ACRI
57
Single-page score
-1
Consistent readability
Δ delta
Site-Wide ACRI
56
Avg across 1003 pages · Range 0–82
Topical Cohesion
20%
Topical Drift
TF-IDF cosine similarity
Total Words
580454
Avg Bloat
24.1×
RAG Fractures [?]
45
⚠️
45 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 45 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.energystar.gov/about/awards/2014-energy-star-certified-homes-market-leader-award-winners/2011-leadership-housing
2011 Leadership in Housing Award Winners | ENERGY STAR
 pricing 82 4.5× 2577 💰 Pricing
https://www.energystar.gov/about/how-energy-star-works/our-partners/awards/winners
ENERGY STAR Award Winners | ENERGY STAR
 pricing 82 4.0× 4854 💰 Pricing
https://www.energystar.gov/about/awards/2014-energy-star-certified-homes-market-leader-award-winners/2012-leadership-housing
2012 Leadership in Housing Award Winners | ENERGY STAR
 about 82 4.7× 2373 ✓
https://www.energystar.gov/about/awards/2014-energy-star-certified-homes-market-leader-award-winners/2013-leadership-housing
2013 Leadership in Housing Award Winners | ENERGY STAR
 about 82 5.0× 2238 ✓
https://www.energystar.gov/about/how-energy-star-works/history
Our History | ENERGY STAR
 pricing 82 4.1× 3724 💰 Pricing
https://www.energystar.gov/products/spec/imaging_equipment_specification_version_1_0_pd
Imaging Equipment Specification Version 1 | ENERGY STAR
 product 82 5.0× 3022 ✓
https://www.energystar.gov/products/inclusive_utility_investment
Inclusive Utility Investment | ENERGY STAR
 pricing 82 3.2× 4832 💰 Pricing
https://www.energystar.gov/products/spec/external_power_supplies_spec_pd
External Power Supplies | ENERGY STAR
 pricing 82 4.2× 3711 💰 Pricing
https://www.energystar.gov/products/energy_star_home_upgrade/windows_and_storm_windows
High Performing Windows or Storm Windows | ENERGY STAR
 pricing 82 4.1× 2835 💰 Pricing
https://www.energystar.gov/products/energy_star_home_upgrade/attic_insulation
Well-Insulated and Sealed Attic | ENERGY STAR
 pricing 82 4.2× 2827 ⚠️ RAG Fracture
https://www.energystar.gov/products/energy_star_home_upgrade/make_your_home_electric_ready
Make Your Home Electric Ready | ENERGY STAR
 pricing 82 3.9× 3346 💰 Pricing
https://www.energystar.gov/products/energy_star_home_upgrade/clean_heating_cooling
Clean Heating and Cooling | ENERGY STAR
 pricing 82 4.9× 2240 💰 Pricing
https://www.energystar.gov/products/webservices/spec/all_products/rss
XML Web Services Submission ProcessXML Web Services SubmissionSubmit_Medical_Imaging_Equipment_1_x Available for TestingSubmit_Furnaces_4_x Closed to Initial CertificationsSubmit_Central_Air_Conditioners_and_Heat_Pumps_6_x Closed to Initial CertificationsSubmit_Audio_Video_3_x Closed to Initial CertificationsSubmit_Furnaces_5_x FinalSubmit_Room_Air_Cleaners_3_x FinalSubmit_Computers_Desktop_and_Integrated_Desktop_9_x FinalSubmit_Computers_Notebook_Port_All_in_one_Slate_Tablets_9_x FinalSubmit_Computers_Thin_Clients_9_x FinalSubmit_Computers_Workstations_9_x FinalSubmit_Room_Air_Cleaners_3_x Available for TestingSubmit_Computers_Notebook_Port_All_in_one_Slate_Tablets_9_x Available for TestingSubmit_Furnaces_5_x Available for TestingSubmit_Computers_Thin_Clients_9_x Available for TestingSubmit_Computers_Desktop_and_Integrated_Desktop_9_x Available for TestingSubmit_Computers_Workstations_9_x Available for TestingSubmit_Central_Air_Conditioners_and_Heat_Pumps_6_x 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UpdatedSubmit_Clothes_Dryers_1_x Available for TestingSubmit_Refrigerators_and_Freezers_5_x UpdatedSubmit_Telephony_3_x FinalSubmit_Boilers_3_x FinalSubmit_Telephony_3_x Available for TestingSubmit_Boilers_3_x Available for TestingSubmit_Refrigerators_and_Freezers_5_x UpdatedSubmit_Refrigerators_and_Freezers_5_x FinalSubmit_Commercial_Griddles_1_x UpdatedSubmit_Refrigerators_and_Freezers_5_x Available for TestingSubmit_Audio_Video_3_x UpdatedSubmit_Audio_Video_3_x UpdatedSubmit_Decorative_Light_Strings_1_x FinalSubmit_Decorative_Light_Strings_1_x Available for TestingSubmit_Audio_Video_3_x FinalSubmit_Audio_Video_3_x Available for TestingSubmit_Commercial_Steam_Cookers_1_x FinalSubmit_Commercial_Hot_Food_Holding_Cabinets_2_x FinalSubmit_Commercial_Steam_Cookers_1_x Available for TestingSubmit_Commercial_Hot_Food_Holding_Cabinets_2_x Available for TestingSubmit_Commercial_Griddles_1_x FinalSubmit_Geothermal_Heat_Pumps_3_x FinalSubmit_Furnaces_4_x FinalSubmit_Commercial_Griddles_1_x Available for TestingSubmit_Furnaces_4_x Available for TestingSubmit_Geothermal_Heat_Pumps_3_x Available for Testing
 product 81 4.2× 4639 ✓
https://www.energystar.gov/about/federal_tax_credits/ss-45l-tax-credits-home-builders
§ 45L Tax Credit for Home Builders | ENERGY STAR
 pricing 77 9.9× 1248 💰 Pricing
https://www.energystar.gov/about/federal-tax-credits/tax-credit-information/2022-tax-credit-information
2022 Tax Credit Information | ENERGY STAR
 pricing 77 8.7× 1804 💰 Pricing
https://www.energystar.gov/about/federal-tax-credits/ss-45l-tax-credit-home-builders
§ 45L Tax Credit for Home Builders | ENERGY STAR
 pricing 77 9.9× 1248 💰 Pricing
https://www.energystar.gov/about/federal_tax_credits/federal_tax_credit_archives/2022_tax_credit_information
2022 Tax Credit Information | ENERGY STAR
 pricing 77 8.7× 1804 💰 Pricing
https://www.energystar.gov/about/how-energy-star-protects-environment/energy-efficiency
Energy Efficiency | ENERGY STAR
 pricing 77 9.7× 926 💰 Pricing
https://www.energystar.gov/about/awards/2016-energy-star-certified-homes-market-leader-award-winners
2016 ENERGY STAR Certified Homes Market Leader Award Winners | ENERGY STAR
 about 77 8.0× 1102 ✓
https://www.energystar.gov/about/awards/2020_energy_star_residential_new_construction_market_leader_award_winners
2020 Residential New Construction Market Leader Award Winners | ENERGY STAR
 about 77 6.9× 1339 ✓
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
/products/ 395 68 0% 13.0× High JS Bloat
/about/ 99 68 0% 12.4× High JS Bloat
/partner_resources/ 3 64 0% 14.3× High JS Bloat
/productfinder/ 1 67 0% 18.8× High JS Bloat
/buildings/ 1 67 0% 16.6× High JS Bloat
/partner-resources/ 1 57 0% 18.5× High JS Bloat
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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API. 

curl https://seodiff.io/api/v1/deep10/domain/energystar.gov

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📊 Semantic Share of Voice

How often would an AI cite energystar.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…

🎭

Bait & Switch Delta

A 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

49
Homepage ACRI
46
Inner Avg ACRI
+3
ACRI Delta
20%
Homepage Ghost
16%
Inner Avg Ghost
2
Drift Score [?]
Worst Inner Pages
39 20% pricing https://www.energystar.gov/about/nova-group-gbc
39 20% pricing https://www.energystar.gov/about/conservice-0
39 20% blog https://www.energystar.gov/partner-resources/utilities-eeps/importance/learn
🛡️

E-E-A-T Trust Signals

D 25/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

❌ Physical Address
❌ Phone Number
✅ Email Contact
✅ About Page
❌ Contact Page
❌ Privacy Policy
❌ Terms of Service
❌ Named Leadership
🔗

Citation Profile

8 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

92
Total Links
8
Unique Domains
6.1
Avg/Page
9%
Diversity
x.com linkedin.com youtube.com energystar.my.site.com epa.gov facebook.com fueleconomy.gov irs.gov
🏘️ Outbound Neighborhood Trust Avg Trust: 45.5

AI trust scores for the domains energystar.gov links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to energystar.gov. 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": "Energystar",
  "url": "https://energystar.gov",
  "logo": "https://energystar.gov/themes/gesso/dist/images/favicons/apple-touch-icon.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": "Energystar",
  "url": "https://energystar.gov",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://energystar.gov/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is restricted — Claude may not be able to cite your content. Many AI assistants rely on it.
text 
User-agent: ClaudeBot
Allow: /

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

Projected Impact

ROI EST.

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

Current Score
70
Projected Score
88
Improvement
+18 pts
Allow ClaudeBot +5 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.

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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
Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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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📚 Research & Documentation

🔬
The Science of ACRI
Methodology behind the AI-Crawler Reality Index scoring model.
🚨
Hallucination Risk Study
How poor crawl access increases AI fabrication rates by 3.5×.
🔥
Structural Entropy Paper
The median web page wastes 55% of tokens on noise. Here's the data.
🧪
Extraction Lab Paper
Causal evidence that semantic HTML structure increases AI extraction accuracy.
📖
Documentation Hub
Metrics definitions, fix guides, and API reference for CI/CD integration.
🛠️
Free Tools
llms.txt generator, hallucination checker, entropy audit, and more.