utilitydive.com 47 D
🛡️ SEO 0 🤖 GEO 59 ⚡ Perf 90 🏗️ Arch 36

utilitydive.com — Global SEODiff Score 47/100

utilitydive.com
📊

With only 18/100 on the AI-Readiness Index, utilitydive.com is at severe risk of being overlooked by AI-powered search and answer engines. In the infrastructure sector, utilitydive.com underperforms relative to the average (57), indicating room for competitive improvement. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. A tight 3.8× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

47
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (0) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than utilitydive.com?
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)0 × 0.25 = 0.0
🤖 AI Readiness / GEO (40% weight)59 × 0.40 = 23.6
⚡ Performance (20% weight)90 × 0.20 = 18.0
🏗️ Architecture & Trust (15% weight)36 × 0.15 = 5.4
Weighted sum = 0.0 + 23.6 + 18.0 + 5.4
Global SEODiff Score = 47 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
0
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #35539
+58 pts
Gap
AI (ACRI)
Top 61%
Score 18/100

utilitydive.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 utilitydive.com ranks here

Tech stackCustom / Proprietary
RenderingSSR
Schema coverage0 blocks
Token bloat3.8×

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

0/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

32 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

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
  • ✗ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ 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

59/100 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 →
utilitydive.com
29
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 0/100 — Poor
Structured Elements 0 elements (0 lists, 0 rows, 0 headers)
Total Words127
Raw Density0.0%
💡Low structure score (0/100). Your content appears as a wall of text with few structured HTML elements. You have 0 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

45
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability45/100 — AI models can partially extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

26%
🗑️ 74%
Useful Content (1.1 KB)Bloat (3.3 KB)
Token Bloat Ratio3.8× — Lean

Multimodal Readiness

Visual ContextNo images detected
Image Alt Coverage0 / 0 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

30 Entropy
Poor Token Bloat: High
Noise Ratio: 74.0% · SNR: 0.35 · Signal: 294 / Noise: 837 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 utilitydive.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
Utility Dive provides in-depth journalism and analysis of trends shaping the utility industry, including smart grids, regulation, and renewable energy.
Target Audience
Utility industry professionals, decision-makers, and analysts involved in smart grids, regulation, demand response, and generation.
Pricing Model
Subscription-based newsletter access with various options (Daily Dive M-F, Storage Weekly, Load Management Weekly, Renewable Energy Weekly).
🏆 Competitive Moat
Industry-specific journalism and analysis providing a competitive advantage for decision-makers.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Newsletter signup formsArticle reprint optionsEvent promotion
⚡ Key Pain Points
• Limited SEO signals beyond newsletter signup
• Lack of explicit pricing information
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score50/100
Servercloudflare
CDNcloudflare
HTTP Status403
Load Time251 ms
Raw HTML Size4.4 KB
Visible Text Size1.1 KB

Performance & Speed

90/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

251 ms
Acceptable — room for improvement

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

📦 Page Weight

45
DOM nodes
4 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, max-age=0, no-store, no-cache, must-revalidate, post-check=0, pre-check=0
  • ✗ CDN cache status
  • ✓ 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

36/100 15 % of Global Score 🔴 Low Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

0
internal links
1
external links
Very few internal links — crawlers may miss important pages

🔒 Security & Trust

  • ✗ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✗ HTTP status 200 OK (got 403)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-US
  • ✓ 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 29/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for utilitydive.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/utilitydive.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=utilitydive.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 91 pages · Deep-10

Homepage ACRI
29
Single-page score
+27
Subpages outperform homepage
Δ delta
Site-Wide ACRI
56
Avg across 91 pages · Range 0–64
Topical Cohesion
2%
Topical Drift
TF-IDF cosine similarity
Total Words
151048
Avg Bloat
32.9×
Page Type ACRI Token Bloat Words Status
https://www.utilitydive.com/news/governors-are-promising-lower-power-prices-Jigar-Shah-Arnab-Pal/813128/
Governors are promising lower power bills. Here’s the only credible path to deliver. | Utility Dive
pricing 64 24.3× 2370 💰 Pricing
https://www.utilitydive.com/news/minnesota-distributed-capacity-procurement-xcel-puc/809985/
Minnesota’s distributed capacity procurement decision could shape the grid far beyond its borders | Utility Dive
pricing 64 26.8× 2166 💰 Pricing
https://www.utilitydive.com/news/massachusetts-least-cost-2050-peak-power-mix-is-combustion-free-report/813118/
Massachusetts’ least-cost 2050 peak power mix is combustion-free: report | Utility Dive
pricing 64 27.8× 1947 💰 Pricing
https://www.utilitydive.com/news/energy-efficiency-hyperscaler-data-center-byodc/811719/
Efficiency first: A fast track to capacity in the era of hyperscalers | Utility Dive
pricing 64 26.3× 2200 💰 Pricing
https://www.utilitydive.com/news/illinois-new-renewables-plan-compensates-for-obbba-losses/813248/
Illinois’ new renewables plan compensates for OBBBA losses | Utility Dive
pricing 64 26.8× 2004 💰 Pricing
https://www.utilitydive.com/news/house-bills-doe-appliance-efficiency-program/813179/
House passes bills to weaken DOE’s appliance efficiency program, repeal home rebates | Utility Dive
pricing 64 27.1× 1987 💰 Pricing
https://www.utilitydive.com/news/cold-new-england-winter-operations-are-a-team-effort/812248/
The New England grid passed one winter test, but market reforms are still needed | Utility Dive
pricing 64 26.8× 2141 💰 Pricing
https://www.utilitydive.com/spons/seeing-the-grid-clearly-how-new-technology-is-turning-transmission-lines-i/812458/
Seeing the grid clearly: How new technology is turning transmission lines into self-reporting assets | Utility Dive
pricing 64 27.6× 1901 💰 Pricing
https://www.utilitydive.com/spons/a-new-role-for-onsite-generation-accelerating-grid-access-for-large-loads/812537/
A new role for onsite generation: Accelerating grid access for large loads | Utility Dive
pricing 64 33.2× 1915 💰 Pricing
https://www.utilitydive.com/news/vpp-customer-owned-der-aggregators-challenge-xcel-owned-batteries-minnesota/812279/
VPP vs. VPP: Customer-owned DER aggregators challenge Xcel-owned batteries in Minnesota docket | Utility Dive
pricing 64 20.0× 3112 💰 Pricing
https://www.utilitydive.com/news/improve-transmission-affordability-by-mending-the-regulatory-gap-advanced-energy-united-Lawton/809296/
Improve transmission affordability by mending the regulatory gap | Utility Dive
pricing 64 26.7× 2169 💰 Pricing
https://www.utilitydive.com/news/southeast-utilities-energy-efficiency-sace/812482/
Southeast utilities lag national efficiency averages despite ‘low-hanging fruit’: SACE | Utility Dive
pricing 64 28.9× 1853 💰 Pricing
https://www.utilitydive.com/news/hidden-asset-service-territory-data-centers-gridx/809294/
Hidden assets: Why data centers don’t have to be the villain | Utility Dive
pricing 64 25.4× 2299 💰 Pricing
https://www.utilitydive.com/news/the-rate-case-for-grid-resilience-why-climate-change-isnt-just-about-stor/807925/
The rate case for grid resilience: Why climate change isn’t just about storms | Utility Dive
pricing 64 27.7× 2080 💰 Pricing
https://www.utilitydive.com/spons/energy-policy-roadmap-what-utilities-can-expect-through-2026/811867/
Energy policy roadmap: What utilities can expect through 2026 | Utility Dive
pricing 64 97.0× 2456 💰 Pricing
https://www.utilitydive.com/news/electrification-is-outpacing-investment-a-federal-trust-fund-could-close-t/808024/
Electrification is outpacing investment. A federal trust fund could close the gap. | Utility Dive
pricing 64 26.0× 2252 💰 Pricing
https://www.utilitydive.com/news/renewable-ppa-prices-up-9-in-2025-set-to-continue-ascent-with-energy-dema/812990/
Solar and wind PPA prices up 9% in 2025, set to continue rising with energy demand | Utility Dive
pricing 64 27.8× 1917 💰 Pricing
https://www.utilitydive.com/news/ghosts-of-nuclear-past-present-future-Joshua-Skov/806941/
The ghosts of nuclear past, present, and future: Can you tell them apart? | Utility Dive
pricing 64 23.1× 2560 💰 Pricing
https://www.utilitydive.com/news/the-coming-age-of-compact-fusion-local-power-for-a-data-hungry-world/808046/
The coming age of compact fusion: local power for a data-hungry world | Utility Dive
pricing 64 24.5× 2362 💰 Pricing
https://www.utilitydive.com/news/congress-grid-reliability-bill-coal-fossil-energy-innovation/808846/
Congressional ‘grid reliability’ bill is like duct tape on a cracked dam | Utility Dive
pricing 64 23.5× 2530 💰 Pricing
Showing 20 of 91 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
/news/ 65 62 1% 30.3× Bot Blocked
/topic/ 10 53 1% 34.8× Bot Blocked
/spons/ 4 63 0% 46.9× High JS Bloat
/contact/ 2 42 1% 130.0× Bot Blocked
/about/ 2 53 1% 60.0× Bot Blocked
/docs/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 56 0% 39.0× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/editors/ 1 53 1% 70.8× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 91 pages
informatechtarget.com ×85
industrydive.com ×85
linkedin.com ×85
twitter.com ×85
wastedive.com ×85
facebook.com ×85
smartcitiesdive.com ×85
resources.industrydive.com ×83
🔄 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/utilitydive.com

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

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📊 Semantic Share of Voice

How often would an AI cite utilitydive.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 utilitydive.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": "Utilitydive",
  "url": "https://utilitydive.com",
  "logo": "https://utilitydive.com/logo.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": "Utilitydive",
  "url": "https://utilitydive.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://utilitydive.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
18
Projected Score
28
Improvement
+10 pts
Add Organization schema +6 pts
Add WebSite schema +4 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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