southerncompany.com 71 B
🛡️ SEO 41 🤖 GEO 80 ⚡ Perf 74 🏗️ Arch 92

southerncompany.com — Global SEODiff Score 71/100

southerncompany.com
📊

southerncompany.com achieves a 73/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Compared to other infrastructure sites (avg score: 57), southerncompany.com performs above the benchmark, 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 5.4× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

71
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (41) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 6, 2026 · 📋 API
Does your site score higher than southerncompany.com?
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)41 × 0.25 = 10.2
🤖 AI Readiness / GEO (40% weight)80 × 0.40 = 32.0
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)92 × 0.15 = 13.8
Weighted sum = 10.2 + 32.0 + 14.8 + 13.8
Global SEODiff Score = 71 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
59
Structure
avg 36
0
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #53307
+19 pts
Gap
AI (ACRI)
Top 24%
Score 73/100

southerncompany.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 southerncompany.com ranks here

Tech stackAdobe Experience Manager
RenderingHybrid
Schema coverage0 blocks
Token bloat5.4×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

23 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

166 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 13
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.southerncompany.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✗ Hreflang tags
  • ✓ 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

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, plodopitomnik-sad.ru (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 →
southerncompany.com
56
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.ru has schema coverage of 12 blocks and uses Express. 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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 59/100 — Fair
Structured Elements 76 elements (76 lists, 0 rows, 0 headers)
Total Words721
Raw Density10.5%

🏷️ 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

60
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability60/100 — 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

18%
🗑️ 82%
Useful Content (16.9 KB)Bloat (74.6 KB)
Token Bloat Ratio5.4× — Normal

Multimodal Readiness

Visual Context96% Optimized for Vision
Image Alt Coverage25 / 26 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: 81.6% · SNR: 0.23 · Signal: 4319 / Noise: 19091 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 southerncompany.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
This website details a day-ahead and hour-ahead energy auction system for wholesale energy markets, facilitating the trading of electricity between
Target Audience
Energy traders, utilities, wholesale energy market participants, and regulatory bodies involved in electricity market operations.
Pricing Model
Subscription-based, with tiered pricing determined by participant needs and usage, potentially including transaction fees.
🔗 Integration Partners
OATIFERC
🏆 Competitive Moat
Proprietary energy auction software (webMarket) combined with independent monitoring and administration, ensuring a secure and reliable trading environment.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Auction Rules and CompliancePhase I Energy Auction Information
⚡ Key Pain Points
• Complex regulatory environment
• Need for independent oversight
• Requirement for secure and reliable trading infrastructure
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

AI-Readiness Score65/100
Server
CDN
HTTP Status200
Load Time548 ms
Raw HTML Size91.4 KB
Visible Text Size16.9 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

548 ms
Acceptable — room for improvement

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

📦 Page Weight

676
DOM nodes
91 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=900, no-transform
  • ✗ 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.southerncompany.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

94
internal links
9
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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for southerncompany.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/southerncompany.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=southerncompany.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 66 pages · Deep-10

Homepage ACRI
56
Single-page score
+2
Consistent readability
Δ delta
Site-Wide ACRI
59
Avg across 66 pages · Range 29–90
Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
39390
Avg Bloat
71.9×
RAG Fractures [?]
1
⚠️
1 RAG-Chunking Fracture Detected

Poorly formatted tables or pricing grids on 1 page will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.southerncompany.com/solutions/nuclear-energy/carbon-free-nuclear-energy.html
Carbon Free Nuclear Energy
pricing 90 9.9× 1822 💰 Pricing
https://www.southerncompany.com/newsroom/environmental/2018-waterway-conservation-grants.html
Southern Company and partners announce 2018 waterway conservation grants
pricing 85 8.4× 1556 💰 Pricing
https://www.southerncompany.com/about/energy-auction/auction-information-page.html
Auction Information
pricing 82 4.1× 4472 💰 Pricing
https://www.southerncompany.com/about/suppliers.html
Suppliers
about 80 18.3× 889
https://www.southerncompany.com/about/suppliers/generating-plant-requirements.html
Generating Plant Requirements
about 77 9.7× 1827
https://www.southerncompany.com/about/energy-auction/webcast-response.html
Webcast Response
pricing 77 8.0× 1878 💰 Pricing
https://www.southerncompany.com/our-community/golf/payne-stewart-award.html
Southern Company | Payne Stewart Award Recipient
other 77 8.3× 616
https://www.southerncompany.com/newsroom/environmental/soco-contribution-to-bats-for-the-future-fund.html
Southern Company announces $100,000 contribution to the Bats for the Future Fund
pricing 75 13.1× 902 💰 Pricing
https://www.southerncompany.com/newsroom/environmental/2018-grants-longleaf-pine-forest-wildlife.html
Southern Company and Partners Award Grants to Benefit Longleaf Pine Forest and Wildlife
pricing 75 19.0× 600 💰 Pricing
https://www.southerncompany.com/newsroom/environmental/five-star-and-urbanwaters.html
Building for the future through wetlands and wildlife conservation
pricing 75 17.8× 658 💰 Pricing
https://www.southerncompany.com/newsroom/environmental/southern-grants-help-save-habitat-and-conserve-water.html
Southern grants help save habitat and conserve water
pricing 75 18.4× 611 💰 Pricing
https://www.southerncompany.com/our-community/environmental-stewardship/amplifying-program-investment.html
Amplifying Program Investment
pricing 75 11.9× 1233 💰 Pricing
https://www.southerncompany.com/about/our-business.html
Investing in the Future of Sustainability and Energy
about 72 19.8× 1013
https://www.southerncompany.com/about/leadership.html
Leaders in Innovation and Sustainability: The Southern Company​
about 72 42.4× 593
https://www.southerncompany.com/about/accolades.html
Accolades | Southern Company
pricing 72 45.3× 521 💰 Pricing
https://www.southerncompany.com/solutions/sustainability/net-zero-transition.html
Diverse Energy Portfolio: Our Strategy for a Clean Energy Future
product 72 23.0× 944
https://www.southerncompany.com/future-of-energy.html
Investing for a Brighter Future | Southern Company
other 72 30.1× 519
https://www.southerncompany.com/archive/about/leadership-old.html
Leadership | Southern Company
about 69 53.1× 515
https://www.southerncompany.com/future-of-energy/new-ventures.html
New Ventures
other 69 55.6× 503
https://www.southerncompany.com/about/suppliers/pipelines.html
Pipelines
about 67 14.8× 948
Showing 20 of 66 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
/about/ 33 55 0% 91.6× High JS Bloat
/newsroom/ 19 62 0% 31.1× High JS Bloat
/solutions/ 4 60 0% 144.3× High JS Bloat
/archive/ 2 63 0% 45.8× High JS Bloat
/our-community/ 2 76 0% 10.1× High JS Bloat
/solutions.html/ 1 62 0% 56.4× High JS Bloat
/our-community.html/ 1 57 0% 55.1× High JS Bloat
/future-of-energy.html/ 1 72 0% 30.1× High JS Bloat
/future-of-energy/ 1 69 0% 55.6× High JS Bloat
/about.html/ 1 62 0% 61.7× High JS Bloat
/newsroom.html/ 1 39 0% 186.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 66 pages
investor.southerncompany.com ×66
southerncompany.jobs ×66
linkedin.com ×65
twitter.com ×65
instagram.com ×65
facebook.com ×65
customerservice2.southerncompany.com ×65
youtube.com ×65
🔄 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/southerncompany.com

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

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📊 Semantic Share of Voice

How often would an AI cite southerncompany.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 southerncompany.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": "Southerncompany",
  "url": "https://southerncompany.com",
  "logo": "https://southerncompany.com/etc.clientlibs/global/clientlibs/clientlib-site/resources/icon-192x192.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": "Southerncompany",
  "url": "https://southerncompany.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://southerncompany.com/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 Southerncompany?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Southerncompany does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Southerncompany work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Southerncompany."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
73
Projected Score
89
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 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