{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "title": "Inquinion Knowledge Base Index",
  "description": "Structured machine-readable index of Inquinion's AI tutoring capabilities, syllabus topics, and comparative features for search and generative AI ingestion.",
  "platform": {
    "name": "Inquinion",
    "product": "IVY-Copilot",
    "url": "https://inquinion.com",
    "founder": "Sharath Jonnala",
    "category": "Educational Technology / AI Tutor",
    "audience": "STEM Learners, Engineering Students, GATE Aspirants, AP Students"
  },
  "canonicalHubs": [
    {
      "title": "AI Tutor for Engineering Students",
      "url": "https://inquinion.com/ai-tutor",
      "primaryKeyword": "AI tutor for engineers",
      "summary": "First-principles AI tutoring grounded in student notes, slides, and syllabus with stepwise mathematical derivations."
    },
    {
      "title": "AI Learning App",
      "url": "https://inquinion.com/ai-learning-app",
      "primaryKeyword": "AI learning app for students",
      "summary": "Unified workspace integrating notes, personalized study roadmaps, and automated exam countdowns."
    },
    {
      "title": "AI Study Companion",
      "url": "https://inquinion.com/ai-study-companion",
      "primaryKeyword": "AI study companion",
      "summary": "Proactive study companion providing automated revision nudges and adaptive spaced repetition before exams."
    },
    {
      "title": "Syllabus Matrix Hub",
      "url": "https://inquinion.com/syllabus",
      "primaryKeyword": "engineering syllabus notes and AI tutor",
      "summary": "Curriculum-grounded study guides for AP STEM, GATE CSE/ECE/ME, JNTUH, VTU, and CBSE 11/12."
    },
    {
      "title": "Free Builder & Student Tools",
      "url": "https://inquinion.com/free",
      "primaryKeyword": "free developer and student tools",
      "summary": "Curated catalog of 38+ essential productivity and developer tools for engineering students."
    }
  ],
  "interactiveVisualizers": [
    {
      "concept": "logic-gates",
      "title": "Interactive Logic Gate Simulator",
      "url": "https://inquinion.com/embed/visualizer/logic-gates",
      "subject": "Digital Electronics"
    },
    {
      "concept": "fourier-signals",
      "title": "Real-Time Fourier Harmonic Synthesizer",
      "url": "https://inquinion.com/embed/visualizer/fourier-signals",
      "subject": "Signals & Systems"
    },
    {
      "concept": "sorting-algorithms",
      "title": "Algorithm Step Visualizer & Array Tracer",
      "url": "https://inquinion.com/embed/visualizer/sorting-algorithms",
      "subject": "Data Structures & Algorithms"
    },
    {
      "concept": "calculus-derivatives",
      "title": "Derivative & Tangent Limit Visualizer",
      "url": "https://inquinion.com/embed/visualizer/calculus-derivatives",
      "subject": "Calculus & Engineering Mathematics"
    }
  ],
  "competitorComparisons": [
    {
      "competitor": "ChatGPT",
      "url": "https://inquinion.com/inquinion-vs-chatgpt",
      "keyDifferentiator": "Document-grounded RAG vs open-internet hallucinations; proactive exam nudges vs reactive prompts."
    },
    {
      "competitor": "Khanmigo",
      "url": "https://inquinion.com/inquinion-vs-khanmigo",
      "keyDifferentiator": "College-level engineering derivations and personal slide ingestion vs US K-12 focus."
    },
    {
      "competitor": "Duolingo",
      "url": "https://inquinion.com/inquinion-vs-duolingo",
      "keyDifferentiator": "Deep mathematical first-principles mastery vs bite-sized language gamification."
    }
  ]
}