Sephora Scraper

This scraper reviews or q&a for products on Sephora

Sample Output

Here's an example of the data the scraper will output:

{
    "id": "353428581",
    "title": "Sweet and fresh, long wearing",
    "review_text": "I can describe it as sweet, warm, cozy, fall vibes & spicy yet not overpowering. If u think it’s a yet another vanilla scent YOU’RE WRONG! \nI LOVVEEEDDD how the bottle was thoughtfully designed to make it easy to use for people with limited mobility, which felt SO SPECIAL to me as I myself have an autoimmune disease that make my fingers sore and can’t use my hands in the morning.. 🥹🤍\n\nDefinitely worth trying 🫶🏻",
    "rating": 5,
    "is_recommended": true,
    "is_ratings_only": false,
    "submission_time": "2025-08-04T15:22:19.000+00:00",
    "user_nickname": "dagmaraapaeva",
    "user_location": null,
    "helpfulness": 0.75,
    "total_feedback_count": 8,
    "total_positive_feedback_count": 6,
    "total_negative_feedback_count": 2,
    "moderation_status": "APPROVED",
    "photos": [
      {
        "photo_id": "45108953",
        "caption": "DummyPhotoCaption",
        "urls": {
          "thumbnail": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86c2VwaG9yYQ/a651d174-d90b-5def-925d-93d5c8e11c15",
          "normal": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86c2VwaG9yYQ/e972443e-b8f3-57ab-bf00-f6dc0c780e4d",
          "large": "https://photos-us.bazaarvoice.com/photo/2/cGhvdG86c2VwaG9yYQ/850a3086-39ec-5008-af2e-e2fcf2e970e1"
        }
      }
    ],
    "badges": [],
    "context_data_values": {
      "IncentivizedReview": {
        "Value": "False",
        "Id": "IncentivizedReview",
        "ValueLabel": "No",
        "DimensionLabel": "I received this product as a free sample"
      },
      "StaffContext": {
        "Value": "false",
        "Id": "StaffContext",
        "ValueLabel": "No",
        "DimensionLabel": "I am a Sephora employee"
      }
    },
    "additional_fields": {
      "sociallockup": {
        "Value": "avatar=https://community.sephora.com/t5/image/serverpage/avatar-name/default-avatar/avatar-theme/sephora/avatar-collection/sephora/avatar-display-size/profile/version/2?xdesc=1.0|biBadgeUrl=/html/rank_icons/birole_rouge.png|engagementBadgeUrl=/html/rank_icons/newcomer_3.png|biTier=rouge",
        "Id": "sociallockup",
        "Label": "sociallockup"
      }
    },
    "pros": null,
    "cons": null,
    "product_id": "P517178"
  },

Support

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