{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://www.keywordbarrage.com/schemas/sephora-scraper-schema.json",
  "title": "SephoraData Extraction Engine Data Extraction Schema",
  "description": "Machine-readable DaaS extraction schema for SephoraData Extraction Engine under sector 'ecommerce-retail-marketplaces'. Optimized for LLM agents, RAG ingestion, and automated API callers.",
  "type": "object",
  "required": [
    "record_id",
    "target_url",
    "extraction_timestamp",
    "brand_name_product_title",
    "item_id_sku"
  ],
  "properties": {
    "record_id": {
      "type": "string",
      "format": "uuid",
      "description": "Unique deterministic ingestion identifier for the extracted record."
    },
    "target_url": {
      "type": "string",
      "format": "uri",
      "description": "Source URL inspected and extracted by KeywordBarrage engine."
    },
    "extraction_timestamp": {
      "type": "string",
      "format": "date-time",
      "description": "ISO-8601 UTC timestamp of execution."
    },
    "brand_name_product_title": {
      "type": "string",
      "description": "Brand Name & Product Title"
    },
    "item_id_sku": {
      "type": "integer",
      "description": "Item ID & SKU / UPC Barcode"
    },
    "live_price_value_size_price_currency": {
      "type": "number",
      "description": "Live Price, Value Size Price & Currency"
    },
    "shade": {
      "type": "string",
      "description": "Shade / Color Variant & Hex Swatch Code"
    },
    "size": {
      "type": "string",
      "description": "Size / Volume (e.g. 1.7 oz / 50 mL)"
    },
    "formulation": {
      "type": "integer",
      "description": "Formulation (Liquid / Cream / Serum)"
    },
    "full_ingredients_clean_at_sephora_badge": {
      "type": "string",
      "description": "Full Ingredients & \"Clean at Sephora\" Badge"
    },
    "beauty_insider_points_exclusive_perks": {
      "type": "integer",
      "description": "Beauty Insider Points & Exclusive Perks"
    },
    "star_rating_total_reviews_recommendation": {
      "type": "array",
      "description": "Star Rating, Total Reviews & Recommendation %"
    },
    "store_pickup": {
      "type": "string",
      "description": "Store Pickup / Same-Day Delivery Availability"
    },
    "detected_waf_stack": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Perimeter security technologies verified on origin platform.",
      "default": [
        "Kasada",
        "Akamai Bot Manager",
        "FingerprintJS",
        "Forter",
        "reCAPTCHA",
        "Akamai Edge",
        "Cloudflare",
        "Envoy Proxy",
        "cdnjs",
        "Constructor (Constructor.io)",
        "Cart Functionality",
        "Adobe Target",
        "Clinch",
        "Pinterest Ads",
        "Reddit Ads",
        "Microsoft Advertising",
        "DoubleClick Floodlight",
        "mParticle (CDP)",
        "Adobe AEP Identity",
        "Adobe Analytics",
        "Snowplow Analytics",
        "Google Analytics",
        "Braze",
        "Bluecore",
        "Branch",
        "Medallia",
        "Adobe Launch",
        "Google Tag Manager",
        "Clarip",
        "Dynatrace",
        "Akamai mPulse (RUM)",
        "Boomerang",
        "Gladly",
        "Afterpay"
      ]
    }
  },
  "x-sector": "ecommerce-retail-marketplaces",
  "x-updated-date": "2026-10-08",
  "x-platform-slug": "sephora-scraper",
  "x-endpoint-url": "https://www.keywordbarrage.com/scrapers/sephora-scraper.html"
}