{
  "version": "1.0.0",
  "last_updated": "2026-09-29",
  "editorial_policy": "Wikipedia-grade verification. Zero unsourced factual claims.",
  "sources": [
    {
      "id": "ref-coursera-about",
      "title": "About Coursera — Company Background, Mission, and Platform Scale",
      "url": "https://www.coursera.org/about",
      "publisher": "Coursera Inc.",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Coursera was launched in 2012 by two Stanford Computer Science professors, Andrew Ng and Daphne Koller, with a mission to provide universal access to world-class learning."
    },
    {
      "id": "ref-coursera-sec-10k-2025",
      "title": "Coursera, Inc. Annual Report (Form 10-K) for the Fiscal Year Ended December 31, 2025",
      "url": "https://www.sec.gov/edgar/browse/?CIK=0001651308",
      "publisher": "U.S. Securities and Exchange Commission",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "As of year-end 2025, Coursera supported more than 160 million registered learners, partnering with over 325 leading universities and industry partners, offering more than 6,000 courses and 50+ degree programs."
    },
    {
      "id": "ref-coursera-udemy-combination-2026",
      "title": "Coursera and Udemy Complete Combination Creating Global Skills Development Platform",
      "url": "https://www.coursera.org/about",
      "publisher": "Coursera Inc. Press Disclosures",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "On May 11, 2026, Coursera completed its all-stock strategic business combination with Udemy, uniting marketplace courses with university-accredited credentials to serve more than 290 million combined learners."
    },
    {
      "id": "ref-coursera-plus-pricing",
      "title": "Coursera Plus Subscription Plans, Pricing and Refund Terms",
      "url": "https://www.coursera.org/courseraplus",
      "publisher": "Coursera Inc.",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Coursera Plus is $59/month with a 7-day free trial or $399/year with a 14-day money-back guarantee. Over 7,000 courses, Specializations, and Professional Certificates are included."
    },
    {
      "id": "ref-coursera-refund-policy",
      "title": "Coursera Refund Policies — Course, Subscription, and Degree Rules",
      "url": "https://www.coursera.support/s/article/209819043-Refund-policies",
      "publisher": "Coursera Help Center",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Refund requests for eligible individual courses and annual Coursera Plus subscriptions must be submitted within 14 days of payment. Earning a Course Certificate within the 14 days voids refund eligibility. Guided Projects are non-refundable."
    },
    {
      "id": "ref-coursera-cancel-subscription",
      "title": "Cancel a Subscription — Instructions for Web, iOS, and Android",
      "url": "https://www.coursera.support/s/article/208280056-Cancel-a-subscription",
      "publisher": "Coursera Help Center",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "To cancel a subscription, navigate to My Purchases > Manage Subscriptions > Cancel. Access continues until the end of the paid billing period. Subscriptions purchased through Apple App Store or Google Play must be canceled through their respective app stores."
    },
    {
      "id": "ref-coursera-financial-aid",
      "title": "Apply for Financial Aid or a Scholarship",
      "url": "https://www.coursera.support/s/article/209819033-Apply-for-Financial-Aid-or-a-Scholarship",
      "publisher": "Coursera Help Center",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Applications for Financial Aid take up to 16 days to be reviewed. If a learner starts a free trial while an application is pending, the financial aid application is automatically canceled. Approved aid is valid for 180 days."
    },
    {
      "id": "ref-coursera-how-it-works",
      "title": "How Coursera Works — Products, Formats, and Credential Levels",
      "url": "https://www.coursera.org/about/how-coursera-works",
      "publisher": "Coursera Inc.",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Coursera categorizes its educational offerings into Guided Projects (1-2 hours), Courses (4-12 hours), Specializations (2-3 months), Professional Certificates (3-6 months), and Degrees (1-4 years)."
    },
    {
      "id": "ref-coursera-certificate-verification",
      "title": "Coursera Verification and Honor Code Enforcement",
      "url": "https://www.coursera.org/about/terms",
      "publisher": "Coursera Terms of Use",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Coursera issues digital course certificates containing unique verification URLs and verifiable IDs. Certificates do not grant university degree credit unless explicitly approved through institutional credit transfer agreements."
    },
    {
      "id": "ref-ucdavis-seo-specialization",
      "title": "Search Engine Optimization (SEO) Specialization — UC Davis CPE",
      "url": "https://www.coursera.org/specializations/seo",
      "publisher": "University of California, Davis Continuing and Professional Education",
      "access_date": "2026-09-29",
      "tier": 2,
      "quote": "A 5-course series including Introduction to Google SEO, Google SEO Fundamentals, Optimizing a Website for Google Search, Advanced Content and Social Tactics, and the Capstone Project."
    },
    {
      "id": "ref-ucdavis-seo-fundamentals",
      "title": "Google SEO Fundamentals Course Overview and Syllabus",
      "url": "https://www.coursera.org/learn/seo-fundamentals",
      "publisher": "UC Davis / Instructor Rebekah May",
      "access_date": "2026-09-29",
      "tier": 2,
      "quote": "Google SEO Fundamentals is an intermediate-level course (~9 hours) covering on-page optimization, search engine algorithms, crawling, indexing, and keyword research."
    },
    {
      "id": "ref-google-career-certificates",
      "title": "Grow with Google — Google Career Certificates Catalog and Employer Consortium",
      "url": "https://grow.google/certificates/",
      "publisher": "Google LLC",
      "access_date": "2026-09-29",
      "tier": 2,
      "quote": "Google Career Certificates are designed to prepare job seekers for in-demand entry-level roles in data analytics, project management, cybersecurity, IT support, and UX design with no prior experience required."
    },
    {
      "id": "ref-bls-employment-projections",
      "title": "Occupational Outlook Handbook — Computer and Information Technology",
      "url": "https://www.bls.gov/ooh/computer-and-information-technology/home.htm",
      "publisher": "U.S. Bureau of Labor Statistics",
      "access_date": "2026-09-29",
      "tier": 4,
      "quote": "Employment in computer and information technology occupations is projected to grow faster than the average for all occupations from 2024 to 2034."
    },
    {
      "id": "ref-coursera-linkedin-sharing",
      "title": "Add your Coursera Certificate to LinkedIn and Verify Authenticity",
      "url": "https://www.coursera.support/s/article/209819053-Share-your-Course-Certificate",
      "publisher": "Coursera Learner Help Center",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Learners can add certificates to the Licenses & Certifications section of LinkedIn using the unique Credential URL, allowing employers to verify identity and course completion."
    },
    {
      "id": "ref-coursera-cert-expiration",
      "title": "Do Course Certificates Expire? Validity and Record Retention",
      "url": "https://www.coursera.support/s/article/209819043-Refund-policies",
      "publisher": "Coursera Learner Help Center",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Course Certificates earned on Coursera do not expire and remain permanently accessible on learner accomplishment records. Course access payments typically remain valid for 180 days."
    },
    {
      "id": "ref-stanford-deeplearning-ml",
      "title": "Machine Learning Specialization — DeepLearning.AI and Stanford Online",
      "url": "https://www.coursera.org/specializations/machine-learning-introduction",
      "publisher": "Stanford Online & DeepLearning.AI",
      "access_date": "2026-09-29",
      "tier": 2,
      "quote": "A 3-course foundational series created by Andrew Ng covering Supervised Learning, Advanced Learning Algorithms (neural networks and decision trees), and Unsupervised Learning."
    },
    {
      "id": "ref-coursera-ai-seo-prof-cert",
      "title": "AI SEO & GEO: Boost Your Brand's AI Visibility Professional Certificate",
      "url": "https://www.coursera.org/professional-certificates/ai-seo-and-geo",
      "publisher": "Coursera Inc.",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "A 7-course professional certificate covering core SEO, Generative Engine Optimization (GEO), AI-powered keyword clustering, LLM citation tracking, GA4 AI traffic attribution, and hands-on capstone audits."
    },
    {
      "id": "ref-coursera-mastering-geo",
      "title": "AI SEO: Mastering Generative Engine Optimization (GEO)",
      "url": "https://www.coursera.org/learn/ai-seo-mastering-generative-engine-optimization-geo",
      "publisher": "SkillUp / Coursera Catalog",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Covers transitioning from keyword-based SEO to AI-driven discovery, understanding how Google AI Overviews, Perplexity, and ChatGPT search generate answers, and formatting content for LLM citation."
    },
    {
      "id": "ref-coursera-ai-content-creation",
      "title": "AI Content Creation and SEO Optimization",
      "url": "https://www.coursera.org/learn/ai-content-creation-and-seo-optimization",
      "publisher": "Coursera Catalog",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "Teaches how to map search intent using AI keyword clusters, draft content with generative AI models, apply human oversight for Google E-E-A-T standards, and implement technical schema."
    },
    {
      "id": "ref-coursera-ai-seo-capstone",
      "title": "SEO, Generative AI, and GEO Capstone Project",
      "url": "https://www.coursera.org/learn/seo-generative-ai-and-geo-capstone-project",
      "publisher": "SkillUp / Coursera Catalog",
      "access_date": "2026-09-29",
      "tier": 1,
      "quote": "A practical 3-module capstone where learners role-play as an SEO executive, building full-scale keyword architectures, executing AI-optimized content strategies, and delivering an executive pitch deck."
    }
  ]
}