{
  "docId": "019dd923-622c-750b-8b9a-d9e512d5a5f7",
  "docSlug": "f289bd97a3f5",
  "documentTitle": "GSX Techedu (GSX)",
  "authorId": "62_Grizzly_Research",
  "authorName": "Grizzly Reports",
  "documentKindSlug": "research-note",
  "documentKindLabel": "Research note",
  "sourceTypeSlug": "short_seller",
  "sourceTypeLabel": "Short seller",
  "presentationDate": "2020-02-25 00:00:00",
  "orientation": "portrait",
  "aspectRatio": 0.77272725,
  "pageNumber": 26,
  "pageCount": 59,
  "prevPage": 25,
  "nextPage": 27,
  "slideType": "expose_contradiction",
  "function": "expose_contradiction",
  "density": "balanced",
  "nDataPoints": 0,
  "notes": "The slide presents screenshots of WeChat-style group chats where multiple users posted identical praise for the teacher, which the report characterizes as 'review brushing'.",
  "elementsJson": [
    "screenshot",
    "paragraph"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-622c-750b-8b9a-d9e512d5a5f7/26",
  "deckHref": "/decks/019dd923-622c-750b-8b9a-d9e512d5a5f7",
  "deckJsonHref": "/decks/019dd923-622c-750b-8b9a-d9e512d5a5f7.json",
  "deckAnchorHref": "/decks/019dd923-622c-750b-8b9a-d9e512d5a5f7#slide-26",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "Apparently GSX had fake students enroll in trial classes in this incident to give positive reviews and encourage others to sign up.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd953-78b5-7512-b5ae-b2e4344aa482",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.55,
        "w": 0.78,
        "x": 0.11,
        "y": 0.09
      },
      "kind": "image",
      "text": "Screenshots of chat groups showing identical student reviews",
      "attrs": null,
      "subkind": "screenshot",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "0fe8faf9-ecbe-4060-9146-4a41422e9d43",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.08,
        "w": 0.78,
        "x": 0.11,
        "y": 0.79
      },
      "kind": "paragraph",
      "text": "About a month later on Jan 14, 2020, Liang wrote another article titled “GSX: The way you defraud consumers to purchase courses are disgusting”, further addressing his concerns about the review brushing situation.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "0891da7a-cd9e-4191-bf10-2089f111d913",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.15,
        "w": 0.78,
        "x": 0.11,
        "y": 0.64
      },
      "kind": "paragraph",
      "text": "According to Liang, he listed at least 6 incidences where “students” in different groups gave out exactly identical reviews. When Liang pointed this out to GSX teachers, they simply stated there was no problem with identical reviews as their courses were so good that people unanimously felt great about it. They went on and stated that these repetitive reviews were simply a coincidence. Apparently GSX had fake students enroll in trial classes in this incident to give positive reviews and encourage others to sign up.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "d1f3ca2c-d44d-419d-a111-fb0d157ef0c0",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "quote",
      "text": "GSX: The way you defraud consumers to purchase courses are disgusting — Liang",
      "attrs": null,
      "subkind": null,
      "toolName": "Authority citation",
      "toolSlug": "authority-citation",
      "confidence": null,
      "componentId": "019dd953-78b5-7512-b5ae-b5d856c4261d",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [],
  "frameworks": [
    {
      "name": "fraud-exposure",
      "slug": null,
      "matchId": "2482ea9f-18e9-4bde-871c-7ae3aa54a269",
      "evidence": "The slide explicitly documents and argues that GSX is using fake reviews to defraud consumers.",
      "confidence": 1
    }
  ],
  "arcBeats": [],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}