Structured Data & Schema Markup for AI — Online courses

{
  "@context": "https://schema.org",
  "@type": "Course",
  "name": "[Course Title]",
  "description": "Comprehensive description of the course content, learning outcomes, and target audience.",
  "provider": {
    "@type": "Organization",
    "name": "[Your Brand Name]",
    "sameAs": "[Your Website URL]"
  },
  "offers": {
    "@type": "Offer",
    "priceCurrency": "USD",
    "price": "[Course Price]",
    "validFrom": "[YYYY-MM-DD]",
    "category": "[Course Category]"
  },
  "aggregateRating": {
    "@type": "AggregateRating",
    "ratingValue": "4.7",
    "reviewCount": "950"
  }
}

{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "[Course Bundle/Tier Name]",
  "description": "Detailed overview of the courses included, benefits of the bundle/tier, and target student profile.",
  "offers": {
    "@type": "AggregateOffer",
    "lowPrice": "[Lowest Tier Price]",
    "highPrice": "[Highest Tier Price]",
    "priceCurrency": "USD",
    "offerCount": "[Number of Tiers/Bundles]"
  }
}

{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [{
    "@type": "Question",
    "name": "What prerequisites are needed for [Course Title]?",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Clearly outline any required prior knowledge, software, or tools needed to succeed in the course. This manages expectations and reduces refund requests."
    }
  }, {
    "@type": "Question",
    "name": "What learning outcomes can I expect from [Course Title]?",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detail the specific skills, knowledge, or certifications students will gain. Focus on tangible, career-advancing benefits."
    }
  }]
}

{
  "@context": "https://schema.org",
  "@type": "BreadcrumbList",
  "itemListElement": [{
    "@type": "ListItem",
    "position": 1,
    "name": "Home",
    "item": "https://www.yourcoursesite.com/"
  }, {
    "@type": "ListItem",
    "position": 2,
    "name": "All Courses",
    "item": "https://www.yourcoursesite.com/courses"
  }, {
    "@type": "ListItem",
    "position": 3,
    "name": "[Course Category]",
    "item": "https://www.yourcoursesite.com/courses/[category]"
  }]
}

{
  "@context": "https://schema.org",
  "@type": "Course",
  "name": "[Course Title]",
  "aggregateRating": {
    "@type": "AggregateRating",
    "ratingValue": "4.8",
    "reviewCount": "1100",
    "bestRating": "5"
  }
}

{
  "@context": "https://schema.org",
  "@type": "HowTo",
  "name": "How to complete [Specific Course Module/Lesson] in [Course Title]",
  "step": [{
    "@type": "HowToStep",
    "text": "Step 1: Access the introductory video for Module 1.",
    "url": "https://www.yourcoursesite.com/course/[course-slug]/module1#step1"
  }, {
    "@type": "HowToStep",
    "text": "Step 2: Complete the interactive quiz to test your understanding.",
    "url": "https://www.yourcoursesite.com/course/[course-slug]/module1#step2"
  }]
}

{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "[Article Title about Course Topic]",
  "author": {
    "@type": "Person",
    "name": "[Instructor Name]",
    "jobTitle": "Lead Instructor for [Course Title] at [Your Brand Name]",
    "url": "[Instructor Bio Page URL]",
    "sameAs": ["[Instructor LinkedIn URL]"]
  }
}

{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "[Course Title] - Supplemental Resources Pack",
  "description": "Downloadable templates, checklists, and code samples for [Course Topic].",
  "publisher": {
    "@type": "Organization",
    "name": "[Your Brand Name]"
  },
  "distribution": {
    "@type": "DataDownload",
    "contentUrl": "[URL to Downloadable Resource]",
    "encodingFormat": "zip"
  }
}

{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "[Your Brand Name]",
  "url": "https://www.yourcoursesite.com/",
  "logo": "https://www.yourcoursesite.com/logo.png",
  "sameAs": [
    "https://twitter.com/yourbrand",
    "https://www.linkedin.com/company/yourbrand"
  ]
}

{
  "@context": "https://schema.org",
  "@type": "WebPage",
  "name": "[Course Title] - Overview Page",
  "speakable": {
    "@type": "SpeakableSpecification",
    "xpath": ["//h1", "//div[@class='course-summary']", "//p[contains(@class, 'key-takeaway')]"]
  }
}