[
  {
    "id": "coursera-coach",
    "name": "Coursera AI",
    "company": "Coursera",
    "region": "global",
    "tagline": "AI coaching and course authoring inside Coursera",
    "description": "Coursera's AI surfaces cover a learner-facing coach that explains concepts and navigates courses, and an instructor-facing course builder. Both are features of the Coursera platform rather than products anyone buys separately.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "2023-06",
    "technicalImpact": 78,
    "competitors": [
      "khan-academy-khanmigo",
      "quizlet-qchat",
      "duolingo-max",
      "cheggmate",
      "sana-ai",
      "360Learning",
      "Docebo",
      "Degreed"
    ],
    "features": [
      "Concept explanations",
      "Practice problems",
      "Course navigation",
      "Personalized recommendations",
      "Suite modules: Coursera Course Builder",
      "AI course outline generation",
      "Quiz and assessment generation",
      "Video script drafting",
      "Content import from existing materials"
    ],
    "pricing": {
      "included": "Included with Coursera Plus"
    },
    "link": "https://www.coursera.org",
    "apiLink": null,
    "aiCoreShare": 79,
    "adoptionSignal": "Available to Coursera's 136M registered learner base, but active Coach-specific engagement and retention metrics are not separately disclosed by Coursera.",
    "scoringRationale": "Reduced from 84 to 78. The previous score was justified by Coursera's 136M registered learners, which is parent-platform scale rather than Coach adoption. Coach is an embedded course assistant with no disclosed engagement, retention, or outcome data of its own, and no standalone or enterprise surface. Clears upward when Coursera discloses Coach-specific engagement or learning-outcome evidence.",
    "sourceUrls": [
      "https://www.coursera.org/ai-campus"
    ],
    "versions": [
      {
        "name": "Coursera AI",
        "released": "2023-06",
        "variants": [
          "Coursera Course Builder"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "elicit-systematic-review",
    "name": "Elicit Systematic Review",
    "company": "Elicit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 78,
    "competitors": [
      "Consensus",
      "Scite",
      "Perplexity",
      "SciSpace"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://elicit.com",
    "apiLink": null,
    "aiCoreShare": 79,
    "contentReview": "needs-review"
  },
  {
    "id": "khan-academy-khanmigo",
    "name": "Khanmigo",
    "company": "Khan Academy",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "2M+",
    "userCount": 2000000,
    "releaseDate": "2023-03",
    "technicalImpact": 80,
    "competitors": [
      "quizlet-qchat",
      "coursera-coach",
      "duolingo-max",
      "cheggmate"
    ],
    "features": [
      "Socratic tutoring",
      "Math and science help",
      "Writing coach",
      "Teacher assistant tools"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales",
      "free_pilot": "Free during pilot",
      "subscription": "Planned subscription"
    },
    "link": "https://www.khanacademy.org/khan-labs",
    "apiLink": null,
    "aiCoreShare": 79,
    "contentReview": "needs-review"
  },
  {
    "id": "consensus-copilot",
    "name": "Consensus Copilot",
    "company": "Consensus",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 78,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://consensus.app",
    "apiLink": null,
    "aiCoreShare": 69,
    "contentReview": "needs-review"
  },
  {
    "id": "quizlet-qchat",
    "name": "Quizlet AI",
    "company": "Quizlet",
    "region": "global",
    "tagline": "AI study tools over Quizlet's study-set corpus",
    "description": "Quizlet's AI generates practice tests, summarises notes into study sets and tutors through Q-Chat, all over the user-generated study-set corpus that is Quizlet's real asset. These are features of the Quizlet subscription.",
    "users": "60M+ MAU",
    "userCount": 60000000,
    "releaseDate": "2023-02",
    "technicalImpact": 80,
    "competitors": [
      "khan-academy-khanmigo",
      "coursera-coach",
      "duolingo-max",
      "cheggmate",
      "Khanmigo",
      "Chegg Mate",
      "Brainly"
    ],
    "features": [
      "Conversational tutoring",
      "Flashcard integration",
      "Adaptive questioning",
      "Exam preparation",
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance",
      "Suite modules: Quizlet Magic Notes, Quizlet Test Mode AI, Quizlet Learn AI"
    ],
    "pricing": {
      "free": "Basic Quizlet",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales",
      "plus": "$35.99/year"
    },
    "link": "https://quizlet.com",
    "apiLink": null,
    "aiCoreShare": 83,
    "sourceUrls": [],
    "versions": [
      {
        "name": "Quizlet AI",
        "released": "2023-02",
        "variants": [
          "Quizlet Magic Notes",
          "Quizlet Test Mode AI",
          "Quizlet Learn AI"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "diffit-for-teachers",
    "name": "Diffit for Teachers",
    "company": "Diffit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://diffit.me",
    "apiLink": null,
    "aiCoreShare": 83,
    "contentReview": "needs-review"
  },
  {
    "id": "elicit",
    "name": "Elicit",
    "company": "Elicit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://elicit.com",
    "apiLink": null,
    "aiCoreShare": 80,
    "contentReview": "needs-review"
  },
  {
    "id": "sana-ai",
    "name": "Sana",
    "company": "Sana Labs",
    "region": "global",
    "tagline": "AI assistant and learning platform over company knowledge",
    "description": "Sana connects to a company's tools and documents to answer questions, run agents and deliver structured learning over the same knowledge base. The assistant, agents and learning surfaces are one product.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance",
      "Suite modules: Sana Agents, Sana Learn, Sana Knowledge"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://sanalabs.com",
    "apiLink": null,
    "aiCoreShare": 87,
    "sourceUrls": [],
    "versions": [
      {
        "name": "Sana",
        "variants": [
          "Sana Agents",
          "Sana Learn",
          "Sana Knowledge"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "brisk-teaching",
    "name": "Brisk Teaching",
    "company": "Brisk Teaching",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://briskteaching.com",
    "apiLink": null,
    "aiCoreShare": 82,
    "contentReview": "needs-review"
  },
  {
    "id": "cheggmate",
    "name": "CheggMate",
    "company": "Chegg",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Brainly"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://chegg.com",
    "apiLink": null,
    "aiCoreShare": 87,
    "contentReview": "needs-review"
  },
  {
    "id": "khanmigo-writing-coach",
    "name": "Khanmigo Writing Coach",
    "company": "Khan Academy",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate",
      "Brainly"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.khanacademy.org/khanmigo-writing-coach/",
    "apiLink": null,
    "aiCoreShare": 79,
    "sourceUrls": [
      "https://www.khanacademy.org/khanmigo-writing-coach/"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "khanmigo-teacher-tools",
    "name": "Khanmigo Teacher Tools",
    "company": "Khan Academy",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Brisk Teaching",
      "MagicSchool",
      "Diffit",
      "Curipod"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.khanacademy.org/khanmigo-teacher-tools/",
    "apiLink": null,
    "aiCoreShare": 86,
    "sourceUrls": [
      "https://www.khanacademy.org/khanmigo-teacher-tools/"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "chegg-writing-ai",
    "name": "Chegg Writing AI",
    "company": "Chegg",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Brainly"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://chegg.com",
    "apiLink": null,
    "aiCoreShare": 78,
    "contentReview": "needs-review"
  },
  {
    "id": "elice-ai-tutor",
    "name": "Elice",
    "company": "Elice",
    "region": "korea",
    "tagline": "AI-assisted coding education and cloud learning platform",
    "description": "Elice runs a coding-education platform with an AI tutor that reviews submissions and explains errors, a learning-experience system for institutional programmes, and managed cloud environments so learners get preconfigured dev machines. Korean universities, government reskilling programmes and enterprises are the buyers. Learner counts and contract values are not disclosed.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Teacher productivity",
      "Student support",
      "Assessment",
      "Suite modules: Elice Coding Education AI, Elice LXP, Elice Cloud AI"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://elice.io",
    "apiLink": null,
    "aiCoreShare": 75,
    "sourceUrls": [],
    "versions": [
      {
        "name": "Elice",
        "variants": [
          "Elice Coding Education AI",
          "Elice LXP",
          "Elice Cloud AI"
        ]
      }
    ],
    "scoringRationale": "76 reflects institutional buyers — Korean universities and government reskilling programmes — which is more durable than consumer edtech, plus managed cloud environments that raise switching cost. Held at the default tier because learner counts and contract values are not disclosed.",
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "scite-reference-check",
    "name": "Scite Reference Check",
    "company": "Scite",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://scite.ai",
    "apiLink": null,
    "aiCoreShare": 78,
    "contentReview": "needs-review"
  },
  {
    "id": "duolingo-max",
    "name": "Duolingo Max",
    "company": "Duolingo",
    "region": "global",
    "tagline": "Duolingo's AI tier with roleplay, explanations and video call",
    "description": "Duolingo Max is the AI subscription tier layered on Duolingo's language courses: conversational roleplay, explanations of why an answer was wrong, and video calls with an AI character. These are features of one tier rather than separate products, and their reach is Duolingo's learner base rather than independently earned.",
    "users": "Not disclosed",
    "userCount": 0,
    "adoptionSignal": "Duolingo Max is distributed inside Duolingo's global language-learning app, but public sources do not disclose Max-specific active users or subscribers.",
    "releaseDate": "2023-03",
    "technicalImpact": 76,
    "scoringRationale": "Lowered because the previous 100M+ MAU figure described Duolingo's parent app, not Duolingo Max usage. Max remains a credible AI learning product because it is embedded in a large language-learning workflow, but without product-specific subscribers, usage, or durable AI workflow evidence it should sit below Khanmigo and other education AI products with cleaner recorded adoption.",
    "competitors": [
      "Speak",
      "Babbel",
      "Memrise",
      "Lingvist",
      "Khanmigo",
      "Quizlet Q-Chat",
      "Chegg Mate",
      "Brainly"
    ],
    "features": [
      "Roleplay conversations",
      "Explain My Answer",
      "GPT-5 generation integration",
      "40+ languages",
      "Suite modules: Explain My Answer, Roleplay, Duolingo Video Call",
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance"
    ],
    "pricing": {
      "free": "Basic Duolingo",
      "super": "$12.99/month",
      "max": "$29.99/month"
    },
    "link": "https://www.duolingo.com/max",
    "apiLink": null,
    "aiCoreShare": 82,
    "sourceUrls": [
      "https://www.duolingo.com/max"
    ],
    "versions": [
      {
        "name": "Duolingo Max",
        "released": "2023-03",
        "variants": [
          "Explain My Answer",
          "Roleplay",
          "Duolingo Video Call"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "santa",
    "name": "Santa",
    "company": "Socra AI",
    "region": "korea",
    "tagline": "AI test-prep tutor for TOEIC and TOEFL",
    "description": "Santa is Socra AI's AI test-prep product for TOEIC and TOEFL. The current Socra product page describes score prediction, adaptive questions, AI grading for Speaking and Writing, feedback and tutoring systems, and official ETS content for Santa TOEFL.",
    "users": "Not disclosed",
    "userCount": 0,
    "adoptionSignal": "Socra AI's current product page lists Santa as an active product, but it does not disclose current active users. The old aitutorsanta.com domain now fails certificate validation and returns a Vercel deployment 404.",
    "releaseDate": "2017-01",
    "technicalImpact": 78,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "TOEIC score prediction",
      "TOEFL Speaking and Writing AI grading",
      "Adaptive questions",
      "Feedback and tutoring systems",
      "Official ETS content for Santa TOEFL"
    ],
    "pricing": {
      "free": "Varies by market",
      "premium": "Subscription or paid test-prep plan"
    },
    "link": "https://kr.aitutorsanta.com/",
    "apiLink": null,
    "aiCoreShare": 75,
    "nativeName": "산타",
    "sourceUrls": [
      "https://corp.socra.ai/our-story",
      "https://kr.aitutorsanta.com/"
    ]
  },
  {
    "id": "real-class",
    "name": "Real Class",
    "company": "Socra AI",
    "region": "korea",
    "tagline": "ESL learning with licensed real-world content",
    "description": "Real Class is Socra AI's ESL learning product built around real-world content such as movies, TV shows, animation, and news. Socra lists licensed content partners including Warner Media, NBC Universal, BBC, and CNN.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 72,
    "competitors": [
      "duolingo-max",
      "ELSA Speak",
      "Rosetta Stone",
      "Cambly"
    ],
    "features": [
      "Licensed media-based ESL content",
      "Movie, TV, animation, and news lessons",
      "Native-speaker explanations",
      "Real-life expression practice"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription"
    },
    "link": "https://realclass.co.kr/new/promotion/package/primary",
    "apiLink": null,
    "aiCoreShare": 68,
    "sourceUrls": [
      "https://corp.socra.ai/partnerships",
      "https://realclass.co.kr/new/promotion/package/primary"
    ]
  },
  {
    "id": "classum-question-clustering",
    "name": "CLASSUM",
    "company": "CLASSUM",
    "region": "korea",
    "tagline": "Classroom Q&A platform with AI clustering and teaching assistance",
    "description": "CLASSUM is a course communication platform that clusters duplicate student questions, drafts answers as an AI teaching assistant and reports engagement analytics back to instructors — reducing the repetitive answering load in large courses. Korean and international universities are the buyers. Institution and seat counts are not disclosed.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 77,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Teacher productivity",
      "Student support",
      "Assessment",
      "Suite modules: CLASSUM AI TA, CLASSUM Learning Analytics"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://classum.com",
    "apiLink": null,
    "aiCoreShare": 74,
    "sourceUrls": [],
    "versions": [
      {
        "name": "CLASSUM",
        "variants": [
          "CLASSUM AI TA",
          "CLASSUM Learning Analytics"
        ]
      }
    ],
    "scoringRationale": "77 reflects a course-communication platform with real institutional buyers and a concrete workload reduction — clustering duplicate questions in large courses. Held below 80 because institution and seat counts are not disclosed and the category has low switching cost.",
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "consensus",
    "name": "Consensus",
    "company": "Consensus",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 77,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://consensus.app",
    "apiLink": null,
    "aiCoreShare": 76,
    "contentReview": "needs-review"
  },
  {
    "id": "gradescope-bubble-sheets",
    "name": "Gradescope Bubble Sheets",
    "company": "Gradescope",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 77,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://gradescope.com",
    "apiLink": null,
    "aiCoreShare": 78,
    "contentReview": "needs-review"
  },
  {
    "id": "qanda-study",
    "name": "QANDA",
    "company": "Mathpresso",
    "region": "korea",
    "tagline": "Photo-based math problem solving and tutoring",
    "description": "QANDA (Mathpresso) solves maths problems from a photograph, using OCR trained on handwritten work plus step-by-step explanation, with tutoring and study tools layered on top. It has significant adoption across Korea and Southeast Asia, and the handwritten-maths recognition corpus is its defensible asset. Mathpresso discloses no current active-user figure for the catalogue.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Teacher productivity",
      "Student support",
      "Assessment",
      "Suite modules: QANDA AI Solution, QANDA, QANDA Tutor"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://qanda.ai",
    "apiLink": null,
    "aiCoreShare": 79,
    "sourceUrls": [],
    "versions": [
      {
        "name": "QANDA",
        "variants": [
          "QANDA AI Solution",
          "QANDA",
          "QANDA Tutor"
        ]
      }
    ],
    "scoringRationale": "76 reflects a handwritten-maths recognition corpus built from years of photo submissions across Korea and Southeast Asia, which is a genuine proprietary data asset. Held at the default tier because Mathpresso discloses no current active-user figure — earlier user claims are stale and unsourced in the catalogue.",
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "consensus-study-snapshot",
    "name": "Consensus Study Snapshot",
    "company": "Consensus",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 75,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://consensus.app",
    "apiLink": null,
    "aiCoreShare": 82,
    "contentReview": "needs-review"
  },
  {
    "id": "scite-assistant",
    "name": "Scite Assistant",
    "company": "Scite",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 75,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://scite.ai",
    "apiLink": null,
    "aiCoreShare": 73,
    "contentReview": "needs-review"
  },
  {
    "id": "schoolai-tutor",
    "name": "SchoolAI Tutor",
    "company": "SchoolAI",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 74,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://schoolai.com",
    "apiLink": null,
    "aiCoreShare": 84,
    "contentReview": "needs-review"
  },
  {
    "id": "turnitin-ai-writing-detection",
    "name": "Turnitin AI Writing Detection",
    "company": "Turnitin",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 73,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://turnitin.com",
    "apiLink": null,
    "aiCoreShare": 85,
    "contentReview": "needs-review"
  },
  {
    "id": "schoolai-spaces",
    "name": "SchoolAI Spaces",
    "company": "SchoolAI",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 71,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://schoolai.com",
    "apiLink": null,
    "aiCoreShare": 85,
    "contentReview": "needs-review"
  },
  {
    "id": "smart-citations",
    "name": "Smart Citations",
    "company": "Scite",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 71,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://scite.ai/features/smart-citations",
    "apiLink": null,
    "aiCoreShare": 75,
    "sourceUrls": [
      "https://scite.ai/features/smart-citations"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "diffit-student-activities",
    "name": "Diffit Student Activities",
    "company": "Diffit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 70,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://diffit.me",
    "apiLink": null,
    "aiCoreShare": 80,
    "contentReview": "needs-review"
  },
  {
    "id": "real-academy",
    "name": "Real Academy",
    "company": "Socra AI",
    "region": "korea",
    "tagline": "Output-focused K-12 writing and speaking learning",
    "description": "Real Academy is Socra AI's K-12 learning solution focused on systematic Writing and Speaking development. Socra describes LIA as an AI tutor, GV Lessons for grammar and vocabulary, and Echo as an AI companion for daily output practice.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 71,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "MagicSchool AI",
      "Squirrel AI"
    ],
    "features": [
      "LIA AI tutor",
      "Grammar and vocabulary lessons",
      "Echo AI companion",
      "Writing and speaking output practice"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or school plan"
    },
    "link": "https://www.realacademy.co.kr/promotion",
    "apiLink": null,
    "aiCoreShare": 73,
    "sourceUrls": [
      "https://corp.socra.ai/our-story",
      "https://www.realacademy.co.kr/promotion"
    ]
  },
  {
    "id": "gradescope-programming-assignments",
    "name": "Gradescope Programming Assignments",
    "company": "Gradescope",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 68,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://gradescope.com",
    "apiLink": null,
    "aiCoreShare": 80,
    "contentReview": "needs-review"
  },
  {
    "id": "draft-coach",
    "name": "Draft Coach",
    "company": "Turnitin",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 68,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.turnitin.com/products/draft-coach",
    "apiLink": null,
    "aiCoreShare": 84,
    "sourceUrls": [
      "https://www.turnitin.com/products/draft-coach"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "real-speaking",
    "name": "Real Speaking",
    "company": "Socra AI",
    "region": "korea",
    "tagline": "Beginner-friendly ESL speaking practice",
    "description": "Real Speaking is Socra AI's beginner-friendly ESL speaking product. It uses an English Twin to translate from the learner's native language, provides natural corrections when learners speak English directly, and supports practice with Real Mates AI companions.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 68,
    "competitors": [
      "ELSA Speak",
      "Duolingo Max",
      "Speak",
      "Cambly"
    ],
    "features": [
      "English Twin translation",
      "Natural spoken corrections",
      "Real Mates AI companions",
      "Beginner speaking practice"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription"
    },
    "link": "https://realclass.co.kr/new/promotion/package/primary",
    "apiLink": null,
    "aiCoreShare": 72,
    "sourceUrls": [
      "https://corp.socra.ai/our-story",
      "https://realclass.co.kr/new/promotion/package/primary"
    ]
  },
  {
    "id": "vest-way",
    "name": "Vest Way",
    "company": "Socra AI",
    "region": "korea",
    "tagline": "Financial education with market-data-powered AI guidance",
    "description": "Vest Way is Socra AI's financial education platform powered by Bloomberg market data. Socra describes an AI agent for stock prices, market insights, and investment terms, plus trading practice and a daily prediction challenge.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 64,
    "competitors": [
      "Duolingo Max",
      "Investopedia Simulator",
      "Khan Academy",
      "Bloomberg Market Concepts"
    ],
    "features": [
      "Financial education AI agent",
      "Bloomberg-powered market data",
      "Trading practice",
      "Daily prediction challenge"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or course plan"
    },
    "link": "https://play.google.com/store/apps/details?id=com.qualson.learntoearn",
    "apiLink": null,
    "aiCoreShare": 66,
    "sourceUrls": [
      "https://corp.socra.ai/partnerships",
      "https://play.google.com/store/apps/details?id=com.qualson.learntoearn"
    ]
  },
  {
    "id": "brisk-inspect-writing",
    "name": "Brisk Inspect Writing",
    "company": "Brisk Teaching",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 66,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://briskteaching.com",
    "apiLink": null,
    "aiCoreShare": 81,
    "contentReview": "needs-review"
  },
  {
    "id": "khan-academy-districts-ai",
    "name": "Khan Academy Districts AI",
    "company": "Khan Academy",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 66,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://khanacademy.org",
    "apiLink": null,
    "aiCoreShare": 86,
    "contentReview": "needs-review"
  },
  {
    "id": "chegg-study-ai",
    "name": "Chegg Study AI",
    "company": "Chegg",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 65,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Brainly"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://chegg.com",
    "apiLink": null,
    "aiCoreShare": 79,
    "contentReview": "needs-review"
  },
  {
    "id": "duolingo-english-test-ai",
    "name": "Duolingo English Test AI",
    "company": "Duolingo",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 65,
    "competitors": [
      "Khanmigo",
      "Quizlet Q-Chat",
      "Chegg Mate",
      "Brainly"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://duolingo.com",
    "apiLink": null,
    "aiCoreShare": 78,
    "contentReview": "needs-review"
  },
  {
    "id": "squirrel-ai-teacher",
    "name": "Squirrel AI",
    "company": "Squirrel AI",
    "region": "china",
    "tagline": "Adaptive tutoring system for Chinese K-12 after-school learning",
    "description": "Squirrel AI is an adaptive learning system that breaks curriculum into fine-grained knowledge points and routes each student through a personalised sequence, delivered through its own learning centres and partner schools. The adaptive engine, the tutoring surface and the centre network are one product, not three. Squirrel AI discloses no current student or centre count.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 65,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance",
      "Suite modules: Squirrel AI Learning Center, Squirrel AI Adaptive Learning"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://squirrelai.com",
    "apiLink": null,
    "aiCoreShare": 85,
    "sourceUrls": [],
    "versions": [
      {
        "name": "Squirrel AI",
        "variants": [
          "Squirrel AI Learning Center",
          "Squirrel AI Adaptive Learning"
        ]
      }
    ],
    "scoringRationale": "65 reflects an adaptive tutoring system with its own learning-centre network, but Chinese after-school tutoring was structurally disrupted by the 2021 regulatory crackdown and Squirrel AI discloses no current student or centre count. The score reflects that unresolved commercial position rather than the technology.",
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "mathia",
    "name": "MATHia",
    "company": "Carnegie Learning",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 62,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.carnegielearning.com/solutions/math/mathia",
    "apiLink": null,
    "aiCoreShare": 75,
    "sourceUrls": [
      "https://www.carnegielearning.com/solutions/math/mathia"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "elicit-reports",
    "name": "Elicit Reports",
    "company": "Elicit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 62,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://elicit.com",
    "apiLink": null,
    "aiCoreShare": 84,
    "contentReview": "needs-review"
  },
  {
    "id": "schoolai-sidekick",
    "name": "SchoolAI Sidekick",
    "company": "SchoolAI",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 62,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://schoolai.com",
    "apiLink": null,
    "aiCoreShare": 81,
    "contentReview": "needs-review"
  },
  {
    "id": "brisk-boost",
    "name": "Brisk Boost",
    "company": "Brisk Teaching",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 61,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://briskteaching.com",
    "apiLink": null,
    "aiCoreShare": 77,
    "contentReview": "needs-review"
  },
  {
    "id": "gradescope-ai-assisted-grading",
    "name": "Gradescope AI-Assisted Grading",
    "company": "Gradescope",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 61,
    "competitors": [
      "Brisk Teaching",
      "MagicSchool",
      "Diffit",
      "Curipod"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://gradescope.com",
    "apiLink": null,
    "aiCoreShare": 78,
    "contentReview": "needs-review"
  },
  {
    "id": "magicschool-ai",
    "name": "MagicSchool AI",
    "company": "MagicSchool AI",
    "region": "global",
    "tagline": "AI lesson planning and teaching tools for K-12 educators",
    "description": "MagicSchool gives teachers generators for lesson plans, rubrics, differentiated materials and feedback, plus a student-facing surface with classroom guardrails. It is one of the more widely adopted K-12 teacher AI tools, though adoption figures are not recorded here.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 76,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance",
      "Suite modules: MagicSchool Tools, MagicSchool Raina, MagicStudent"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://magicschool.ai",
    "apiLink": null,
    "aiCoreShare": 80,
    "sourceUrls": [
      "https://www.magicschool.ai/magicstudent"
    ],
    "versions": [
      {
        "name": "MagicSchool AI",
        "variants": [
          "MagicSchool Tools",
          "MagicSchool Raina",
          "MagicStudent"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "century",
    "name": "Century",
    "company": "Century Tech",
    "region": "global",
    "tagline": "Adaptive learning across subjects with teacher analytics",
    "description": "Century is an adaptive learning platform for schools, delivering personalised subject pathways in maths, English and science with a teacher dashboard showing where students are stuck. Subject packs and the dashboard are parts of one product.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 77,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Assessment support",
      "Instructor productivity",
      "Student-facing assistance",
      "Suite modules: CENTURY Teacher Dashboard, CENTURY English, CENTURY Maths"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.century.tech/",
    "apiLink": null,
    "aiCoreShare": 78,
    "sourceUrls": [],
    "versions": [
      {
        "name": "Century",
        "variants": [
          "CENTURY Teacher Dashboard",
          "CENTURY English",
          "CENTURY Maths"
        ]
      }
    ],
    "versionsUpdated": "2026-07-29"
  },
  {
    "id": "originality-ai",
    "name": "Originality AI",
    "company": "Turnitin",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 58,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.turnitin.com/products/originality",
    "apiLink": null,
    "aiCoreShare": 76,
    "sourceUrls": [
      "https://www.turnitin.com/products/originality"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "feedback-studio-ai",
    "name": "Feedback Studio AI",
    "company": "Turnitin",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 56,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.turnitin.com/products/feedback-studio",
    "apiLink": null,
    "aiCoreShare": 83,
    "sourceUrls": [
      "https://www.turnitin.com/products/feedback-studio"
    ],
    "contentReview": "needs-review"
  },
  {
    "id": "diffit",
    "name": "Diffit",
    "company": "Diffit",
    "region": "global",
    "tagline": "",
    "description": "",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 55,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://diffit.me",
    "apiLink": null,
    "aiCoreShare": 75,
    "contentReview": "needs-review"
  },
  {
    "id": "ringle-ai-analysis",
    "name": "Ringle AI Analysis",
    "company": "Ringle",
    "region": "korea",
    "tagline": "Ringle's post-lesson AI speech analysis feature.",
    "description": "Ringle AI Analysis evaluates lesson recordings across complexity, accuracy, fluency, and pronunciation and provides improvement guidance after lessons.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 53,
    "competitors": [
      "Khanmigo",
      "Duolingo Max",
      "Quizlet Q-Chat",
      "Chegg Mate"
    ],
    "features": [
      "Adaptive learning",
      "Teacher productivity",
      "Student support",
      "Assessment"
    ],
    "pricing": {
      "free": "Varies by plan",
      "pro": "Subscription or usage-based",
      "enterprise": "Contact sales"
    },
    "link": "https://www.ringleplus.com/en/1on1",
    "apiLink": null,
    "aiCoreShare": 77,
    "sourceUrls": [
      "https://www.ringleplus.com/en/1on1",
      "https://www.ringleplus.com/ja/student/landing/blog/ringle-lesson-review-en"
    ]
  },
  {
    "id": "iflytek-ai-learning-machine",
    "name": "iFlytek AI Learning Machine",
    "company": "iFlytek",
    "region": "china",
    "tagline": "Chinese speech, education, and language AI platform",
    "description": "iFlytek AI Learning Machine is iFlytek's Chinese speech, education, and language-AI platform.",
    "users": "Not disclosed",
    "userCount": 0,
    "releaseDate": "",
    "technicalImpact": 73,
    "competitors": [
      "Cognigy",
      "Botpress",
      "Kore.ai",
      "Yellow.ai"
    ],
    "features": [
      "Agent orchestration",
      "Tool integration",
      "Human handoff",
      "Monitoring and controls"
    ],
    "pricing": {
      "api": "Usage-based or enterprise pricing",
      "enterprise": "Contact sales"
    },
    "link": "https://iflytek.com",
    "apiLink": null,
    "aiCoreShare": 83,
    "scoringRationale": "AI learning hardware/software is relevant to iFlytek education workflows, but product-specific adoption evidence is limited.",
    "contentReview": "needs-review"
  }
]
