calgary.ca 67 C
🛡️ SEO 34 🤖 GEO 81 ⚡ Perf 53 🏗️ Arch 100

calgary.ca — Global SEODiff Score 67/100

calgary.ca
📊

calgary.ca shows strong AI visibility with an ACRI of 72/100, outperforming 73% of indexed domains. Compared to other infrastructure sites (avg score: 57), calgary.ca performs above the benchmark, suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. With a 3.8× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

67
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (34) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 20 snapshots
Feb 22 Mar 19
🔔 Recent AI Indexing Activity
🔄 Mar 19 Content change detected
Does your site score higher than calgary.ca?
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)34 × 0.25 = 8.5
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)53 × 0.20 = 10.6
🏗️ Architecture & Trust (15% weight)100 × 0.15 = 15.0
Weighted sum = 8.5 + 32.4 + 10.6 + 15.0
Global SEODiff Score = 67 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
56
Structure
avg 35
0
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #37572
+24 pts
Gap
AI (ACRI)
Top 27%
Score 72/100

calgary.ca 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 calgary.ca ranks here

Tech stackAdobe Experience Manager
RenderingHybrid
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

34/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

31 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 12
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.calgary.ca/home.html
  • ✓ 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 — The City of Calgary - Home Page
  • ✗ og:description
  • ✓ og:image — preview
  • ✓ 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

81/100 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 →
calgary.ca
59
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 56/100 — Fair
Structured Elements 104 elements (104 lists, 0 rows, 0 headers)
Total Words1120
Raw Density9.3%

🏷️ 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

61
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability61/100 — 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

26%
🗑️ 74%
Useful Content (24.5 KB)Bloat (68.5 KB)
Token Bloat Ratio3.8× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage3 / 3 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: 73.6% · SNR: 0.36 · Signal: 6280 / Noise: 17539 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 calgary.ca 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
The text describes a City Councillor’s efforts to advocate for responsible municipal spending, infrastructure improvements, and accountability regarding the Bearspaw
Target Audience
Calgary residents of Ward 1, particularly those interested in local government, infrastructure, property taxes, and community development.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Commitment to transparency, accountability, and community engagement in municipal governance, combined with proactive advocacy for responsible spending and infrastructure maintenance.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
https://www.calgary.ca/planning/water/bearspaw-south-feeder-main-improvements-project.htmlhttps://www.calgary.ca/council/ward-1/warddefault.htmlhttps://www.calgary.ca/311.html
⚡ Key Pain Points
• Neglected infrastructure (Bearspaw South Feeder Main)
• Lack of transparency and accountability from City Administration
• Potential for wasteful spending
• Concerns about blanket rezoning and its impact on community character
• Traffic congestion during construction
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score65/100
Server
CDN
HTTP Status200
Load Time1929 ms
Raw HTML Size93.0 KB
Visible Text Size24.5 KB

Performance & Speed

53/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1929 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

964
DOM nodes
93 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=60, stale-if-error=604800, stale-while-revalidate=60
  • ✗ 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
crazyegg.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

100/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.calgary.ca/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

129
internal links
12
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 59/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for calgary.ca
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/calgary.ca" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=calgary.ca" 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 93 pages · Deep-10

Homepage ACRI
59
Single-page score
-14
Moderate hidden bloat
Δ delta
Site-Wide ACRI
46
Avg across 93 pages · Range 0–64
🔍
Hidden Bloat Detected

Homepage scores 59, but internal pages average only 46 — a -14-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
45836
Avg Bloat
40.8×
Page Type ACRI Token Bloat Words Status
https://www.calgary.ca/council/ward-1/articles/newsletter-february.html
February 2026 Newsletter
pricing 64 16.8× 1302 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/grass-cutting-and-landscaping-maintenance-update.html
Grass Cutting and Landscaping Maintenance Update
pricing 64 16.6× 1297 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/community-speed-watch-summary--kincora-gate-nw---kincora-glen-rd.html
Community Speed Watch Summary: Kincora Gate NW & Kincora Glen Rd NW
pricing 64 13.7× 1610 💰 Pricing
https://www.calgary.ca/realestate/blog/anatomy-of-developing-the-perfect-office-building.html
Anatomy of developing the perfect office building
pricing 61 19.9× 929 💰 Pricing
https://www.calgary.ca/realestate/blog/sofina-foods---agribusiness.html
Sofina Foods sale delivers business and citizen benefits
pricing 56 23.6× 802 💰 Pricing
https://www.calgary.ca/realestate/blog/what-drives-calgarys-industrial-land-assessments.html
What drives Calgary's industrial land assessments?
pricing 56 27.0× 683 💰 Pricing
https://www.calgary.ca/realestate/blog/municipal-industrial-land-development-benefits-all-calgarians.html
Municipal industrial land development benefits all Calgarians
pricing 56 22.8× 793 💰 Pricing
https://www.calgary.ca/realestate/blog/sales-process-guide.html
Navigating the path to purchasing industrial land from The City of Calgary: A step-by-step guide
pricing 56 23.5× 847 💰 Pricing
https://www.calgary.ca/realestate/blog/constellation-Infrastructure.html
Why infrastructure can make (or break) an industrial site
pricing 56 32.9× 601 💰 Pricing
https://www.calgary.ca/realestate/blog/constellation-Connectivity.html
Discover unmatched access at Constellation industrial park
pricing 56 27.2× 698 💰 Pricing
https://www.calgary.ca/realestate/blog/constellation-services.html
Essential City services on the doorstep of Constellation industrial park
pricing 56 22.0× 879 💰 Pricing
https://www.calgary.ca/council/ward-1/articles/construction-update---bearspaw-south-feeder-main-.html
Construction Update - Bearspaw South Feeder Main
pricing 56 27.9× 745 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/feb-mar-newsletter.html
February / March Newsletter
pricing 56 35.1× 590 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/update-on-municipal-vaccine-passport-bylaw.html
Update on Municipal Vaccine Passport Bylaw
pricing 56 33.7× 608 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/glacier-ridge-east-basin-sanitary-sewer-trunk-project/construction-update--water-main-repair-phase-3.html
Construction Update: Water Main Repair Phase 3
pricing 56 22.3× 960 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/alberta-electricity-and-natural-gas-rate-volatility-.html
Alberta Electricity and Natural Gas Rate Volatility
pricing 56 40.5× 504 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/telus-purefibre-program-update.html
Telus PureFibre Program Update
pricing 56 29.3× 706 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/144-avenue-n-w--improvements--construction-update.html
144 Avenue N.W. Improvements: Construction Update
pricing 56 38.8× 532 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/april-newsletter.html
April Newsletter
pricing 56 39.0× 526 💰 Pricing
https://www.calgary.ca/council/ward-2/articles/street-sweeping-in-ward-2.html
Street Sweeping in Ward 2
pricing 56 32.8× 648 💰 Pricing
Showing 20 of 93 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
/council/ 55 50 0% 52.1× High JS Bloat
/realestate/ 29 52 1% 32.0× Bot Blocked
/features/ 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
/about/ 1 0 0% 0.0× Low AI Readiness
/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
/integrations/ 1 0 0% 0.0× Low AI Readiness
/docs/ 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/calgary.ca

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

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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for calgary.ca:

Current Score
72
Projected Score
85
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
🔍 Found indexing issues?
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