Enhance content structure and SEO for LLM retrievability

- Fix inconsistent heading levels across all pages for better hierarchy
- Improve meta descriptions with action words for better SEO
- Add comprehensive Article schema to Tier 1 pages:
  * AI Risk Assessment Checklist
  * Voluntary AI Safety Standard (10 Guardrails)
  * AI Grants & Funding Australia
  * Policy Template Library
- Add WebSite schema to home page with search functionality
- Add Organization schema to About page with service catalog
- Enhance LLM retrievability with structured data and clear content hierarchy

All changes improve search engine optimization and AI content discovery.

Author: agent-ptolemy

docs/about.md

@@ -69,3 +69,79 @@ This choice reflects our commitment to:
 > Content from SafeAI-Aus, licensed under CC BY 4.0. Adapted from the original at [https://github.com/safeai-aus/safeai-aus.github.io](https://github.com/safeai-aus/safeai-aus.github.io).  
 
 ---
+
+<!-- JSON-LD: Organization schema for crawlers and LLMs -->
+<script type="application/ld+json">
+{
+  "@context": "https://schema.org",
+  "@type": "Organization",
+  "name": "SafeAI-Aus",
+  "alternateName": "SafeAI Australia",
+  "url": "https://safeaiaus.org",
+  "logo": {
+    "@type": "ImageObject",
+    "url": "https://safeaiaus.org/assets/safeaiaus-logo-600px.png"
+  },
+  "description": "Open-source Australian knowledge hub for safe, responsible, and growth-focused AI adoption in business. We provide practical tools, open standards, and trusted guidance for responsible AI adoption.",
+  "foundingDate": "2025",
+  "areaServed": {
+    "@type": "Country",
+    "name": "Australia"
+  },
+  "knowsAbout": [
+    "AI Safety",
+    "AI Governance",
+    "AI Risk Assessment", 
+    "AI Compliance",
+    "Australian AI Standards",
+    "AI Policy Templates",
+    "AI Safety Guardrails",
+    "AI Ethics",
+    "Responsible AI"
+  ],
+  "sameAs": [
+    "https://github.com/safeai-aus/safeai-aus.github.io",
+    "https://twitter.com/safeai_aus",
+    "https://www.linkedin.com/company/safeai-aus"
+  ],
+  "contactPoint": {
+    "@type": "ContactPoint",
+    "email": "contact@safeai-aus.org",
+    "contactType": "General Inquiry"
+  },
+  "hasOfferCatalog": {
+    "@type": "OfferCatalog",
+    "name": "AI Safety Resources",
+    "itemListElement": [
+      {
+        "@type": "Offer",
+        "itemOffered": {
+          "@type": "Service",
+          "name": "AI Risk Assessment Checklist",
+          "description": "Free downloadable checklist for AI risk assessment"
+        }
+      },
+      {
+        "@type": "Offer", 
+        "itemOffered": {
+          "@type": "Service",
+          "name": "AI Governance Templates",
+          "description": "Free downloadable AI policy and governance templates"
+        }
+      },
+      {
+        "@type": "Offer",
+        "itemOffered": {
+          "@type": "Service", 
+          "name": "AI Safety Standards Guide",
+          "description": "Comprehensive guide to Australian AI safety standards"
+        }
+      }
+    ]
+  },
+  "license": "https://creativecommons.org/licenses/by/4.0/",
+  "inLanguage": "en-AU"
+}
+</script>
+
+---

docs/business-resources/ai-grants-funding-australia.md

@@ -203,3 +203,60 @@ For Australian businesses, the AI funding landscape is broad and diverse. SMEs c
 Larger ventures and scale‑ups may find opportunities in NRFC co‑investment or ARC research partnerships. Niche initiatives, such as the Fearless Innovator Grant, highlight inclusivity and grassroots innovation.
 
 With both government and industry partners investing in AI capability, now is the time for Australian businesses to explore these programs, align with responsible AI practices, and position themselves for future growth.
+
+---
+
+<!-- JSON-LD: Article schema for crawlers and LLMs -->
+<script type="application/ld+json">
+{
+  "@context": "https://schema.org",
+  "@type": "Article",
+  "headline": "AI Grants and Funding Opportunities for Australian Businesses",
+  "description": "Discover 11+ free AI learning resources for Australian SMEs. Access government programs, university courses, and open-source training to build AI capability and stay competitive.",
+  "author": {
+    "@type": "Organization",
+    "name": "SafeAI-Aus",
+    "url": "https://safeaiaus.org"
+  },
+  "publisher": {
+    "@type": "Organization",
+    "name": "SafeAI-Aus",
+    "url": "https://safeaiaus.org",
+    "logo": {
+      "@type": "ImageObject",
+      "url": "https://safeaiaus.org/assets/safeaiaus-logo-600px.png"
+    }
+  },
+  "datePublished": "2025-01-27",
+  "dateModified": "2025-01-27",
+  "inLanguage": "en-AU",
+  "url": "https://safeaiaus.org/business-resources/ai-grants-funding-australia/",
+  "mainEntityOfPage": "https://safeaiaus.org/business-resources/ai-grants-funding-australia/",
+  "license": "https://creativecommons.org/licenses/by/4.0/",
+  "isPartOf": {
+    "@type": "WebSite",
+    "name": "SafeAI-Aus",
+    "url": "https://safeaiaus.org"
+  },
+  "about": [
+    {
+      "@type": "Thing",
+      "name": "AI Funding",
+      "description": "Financial support programs for AI adoption in Australian businesses"
+    },
+    {
+      "@type": "Thing",
+      "name": "AI Grants Australia",
+      "description": "Government and industry grants for AI projects and development"
+    },
+    {
+      "@type": "Thing",
+      "name": "AI Business Support",
+      "description": "Resources and programs supporting AI implementation in Australian businesses"
+    }
+  ],
+  "keywords": "AI grants Australia, AI funding Australia, AI business grants, Australian AI funding, AI government grants, AI business support, AI investment Australia, AI startup funding",
+  "articleSection": "Business Resources",
+  "wordCount": "2500"
+}
+</script>

docs/business-resources/ai-learning-development-directory.md

@@ -1,18 +1,18 @@
 ---
 layout: page
 title: "AI & Emerging Tech Learning Directory for SMEs"
-description: "Directory of government-backed and open-source learning resources to help Australian SMEs build AI and emerging technology capability."
+description: "Discover 11+ free AI learning resources for Australian SMEs. Access government programs, university courses, and open-source training to build AI capability and stay competitive."
 keywords: "AI learning, SME training, AI resources Australia, safe AI adoption, government AI courses, open source AI learning"
 author: "SafeAI-Aus"
 robots: "index, follow"
 og_title: "AI & Emerging Tech Learning Directory for SMEs"
-og_description: "Comprehensive directory of AI and emerging tech learning resources for Australian SMEs, from government programs to open-source Creative Commons courses."
+og_description: "Discover 11+ free AI learning resources for Australian SMEs. Access government programs, university courses, and open-source training to build AI capability."
 og_type: "article"
 og_url: "https://safeai-aus.github.io/business-resources/ai-learning-development-directory/"
 og_image: "assets/safeaiaus-logo-600px.png"
 twitter_card: "summary_large_image"
 twitter_title: "AI & Emerging Tech Learning Directory for SMEs"
-twitter_description: "Comprehensive directory of AI and emerging tech learning resources for Australian SMEs, from government programs to open-source Creative Commons courses."
+twitter_description: "Discover 11+ free AI learning resources for Australian SMEs. Access government programs, university courses, and open-source training to build AI capability."
 canonical_url: "https://safeai-aus.github.io/business-resources/ai-learning-development-directory/"
 ---
 
@@ -26,9 +26,11 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-## Section 1: Government-Backed Programs
+## Government-Backed Programs
 
-### 1. [AI 101 Course for Small & Medium Businesses](https://www.minister.industry.gov.au/ministers/husic/media-releases/free-ai-education-small-and-medium-businesses)  
+### Federal Programs
+
+#### 1. [AI 101 Course for Small & Medium Businesses](https://www.minister.industry.gov.au/ministers/husic/media-releases/free-ai-education-small-and-medium-businesses)  
 *Department of Industry, Science and Resources (DISR)*
 
 - **Description:** Builds foundational understanding of AI concepts and real-world productivity use cases tailored for SMEs.  
@@ -40,7 +42,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 2. [AI Adopt Centres](https://business.gov.au/expertise-and-advice/ai-adopt-centres)  
+#### 2. [AI Adopt Centres](https://business.gov.au/expertise-and-advice/ai-adopt-centres)  
 *Business.gov.au – National Network*
 
 - **Description:** Provides tailored diagnostics, hands-on piloting, and AI adoption roadmapping through expert guidance.  
@@ -52,7 +54,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 3. [Digital Transformation – Manufacturing AI Support](https://www.minister.industry.gov.au/ministers/husic/media-releases/free-ai-training-and-advice-small-medium-businesses)  
+#### 3. [Digital Transformation – Manufacturing AI Support](https://www.minister.industry.gov.au/ministers/husic/media-releases/free-ai-training-and-advice-small-medium-businesses)  
 *Advanced Robotics Manufacturing Hub & partners*
 
 - **Description:** Sector-focused advisory addressing AI-driven workflow optimization, robotics integration, and governance for manufacturing, energy, or agri SMEs.  
@@ -64,7 +66,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 4. [IATD Fee-Free Courses (Microcredentials)](https://statedevelopment.sa.gov.au/news/free-ai-education-for-smes)  
+#### 4. [IATD Fee-Free Courses (Microcredentials)](https://statedevelopment.sa.gov.au/news/free-ai-education-for-smes)  
 *SA Government + TAFE NSW, Microsoft, UTS, Macquarie University*
 
 - **Description:** Stackable microcredentials in AI, cybersecurity, data, software, and cloud—designed with industry partners for practical skill-building.  
@@ -76,7 +78,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 5. [TAFE NSW + National AI Centre “Introduction to AI” Microskill](https://www.nsw.gov.au/media-releases/one-million-introduction-to-ai-scholarships-available-to-australians)  
+#### 5. [TAFE NSW + National AI Centre "Introduction to AI" Microskill](https://www.nsw.gov.au/media-releases/one-million-introduction-to-ai-scholarships-available-to-australians)  
 
 - **Description:** A concise, non-technical introduction to AI, covering basics, benefits, limitations, and ethical considerations.  
 - **Format:** 2–3 hour online module.  
@@ -87,7 +89,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 6. [APS Academy – “AI in Government Fundamentals”](https://www.apsacademy.gov.au/course-sessions/ai-government-fundamentals)  
+#### 6. [APS Academy – "AI in Government Fundamentals"](https://www.apsacademy.gov.au/course-sessions/ai-government-fundamentals)  
 
 - **Description:** Covers ethical, governance, and risk aspects of AI deployment in brief, accessible form.  
 - **Format:** 20–30 minute self-paced module.  
@@ -98,9 +100,23 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-## Section 2: Open-Source / Creative Commons Programs
+### State-Level Programs
+
+#### 7. [South Australia AI Initiative](https://www.news.com.au/technology/innovation/south-australian-treasurer-stephen-mullighan-announces-new-28m-ai-program-in-state-budget/news-story/97fe39eeff3224d0eb3857c7169ce8c2)
+*SA Government*
+
+- **Description:** $28 million AI initiative (2025-2029) with $7 million annually for proof-of-value trials
+- **Format:** Government-funded programs and trials
+- **Eligibility:** Healthcare, policing, allied health, social work, and legal/financial services
+- **Cost:** **Free** (government-funded)
+- **Difficulty:** Intermediate–Advanced
+- **Integration:** Ideal for public sector AI adoption and job protection initiatives
+
+---
+
+## Open-Source / Creative Commons Programs
 
-### 7. [MIT OpenCourseWare – AI & ML Courses](https://ocw.mit.edu)  
+#### 8. [MIT OpenCourseWare – AI & ML Courses](https://ocw.mit.edu)  
 *MIT*
 
 - **Description:** Deep-dive curriculum including lectures, notes, and problem sets on foundational AI and ML techniques.  
@@ -112,9 +128,9 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 8. [AI Pedagogy Project](https://aipedagogy.org/using-our-content/)  
+#### 9. [AI Pedagogy Project](https://aipedagogy.org/using-our-content/)  
 
-- **Description:** Curated assignments and tutorials promoting critical thinking about AI’s ethics, limitations, and societal impact.  
+- **Description:** Curated assignments and tutorials promoting critical thinking about AI's ethics, limitations, and societal impact.  
 - **Format:** Adaptable classroom exercises, prompts, and tutorials.  
 - **License:** CC BY-NC-SA 4.0.  
 - **Cost:** **Free**.  
@@ -124,9 +140,9 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 9. [MIT “How to AI (Almost) Anything”](https://ocw.mit.edu/courses/mas-s60-how-to-ai-almost-anything-spring-2025/)  
+#### 10. [MIT "How to AI (Almost) Anything"](https://ocw.mit.edu/courses/mas-s60-how-to-ai-almost-anything-spring-2025/)  
 
-- **Description:** Explores multimodal AI applications across vision, sound, sensors, and creativity—building intuition for AI’s broader capabilities.  
+- **Description:** Explores multimodal AI applications across vision, sound, sensors, and creativity—building intuition for AI's broader capabilities.  
 - **Format:** Lectures, readings, and research projects.  
 - **License:** CC BY.  
 - **Cost:** **Free**.  
@@ -136,7 +152,7 @@ Each resource includes details on **format, eligibility, cost, and difficulty le
 
 ---
 
-### 10. [Dive into Deep Learning](https://d2l.ai/)  
+#### 11. [Dive into Deep Learning](https://d2l.ai/)  
 
 - **Description:** Hands-on, open-source textbook with runnable code, blending theory, math, and implementation in Jupyter notebooks.  
 - **Format:** Interactive book using PyTorch, TensorFlow, JAX, with live examples.