{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://www.keywordbarrage.com/schemas/lookfantastic-scraper-schema.json",
  "title": "LookfantasticData Extraction Engine Data Extraction Schema",
  "description": "Machine-readable DaaS extraction schema for LookfantasticData 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",
    "product_title_brand_range",
    "lookfantastic_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."
    },
    "product_title_brand_range": {
      "type": "string",
      "description": "Product Title, Brand & Range (e.g. The Ordinary, Olaplex, MAC)"
    },
    "lookfantastic_sku": {
      "type": "integer",
      "description": "Lookfantastic SKU / Product Code & Universal Barcode (EAN / UPC)"
    },
    "beauty_taxonomy": {
      "type": "string",
      "description": "Beauty Taxonomy (Skincare, Haircare, Makeup, Fragrance, Body)"
    },
    "current_selling_price": {
      "type": "number",
      "description": "Current Selling Price (£ GBP) vs. RRP / Savings & Bundle Discount"
    },
    "product_volume": {
      "type": "object",
      "description": "Product Volume / Weight (ml, g, oz) & Shade / Color Swatch Details"
    },
    "active_ingredients": {
      "type": "array",
      "description": "Active Ingredients (INCI List), Skin/Hair Type & Clean/Vegan Claims"
    },
    "stock_availability_beauty_box_subscripti": {
      "type": "string",
      "description": "Stock Availability, Beauty Box Subscription Option & Express Dispatch"
    },
    "promotional_free_gift_with_purchase": {
      "type": "string",
      "description": "Promotional Free Gift with Purchase (GWP) & Member Tier Perks"
    },
    "bazaarvoice_customer_star_rating_verifie": {
      "type": "array",
      "description": "Bazaarvoice Customer Star Rating, Verified Reviews & Recommendations"
    },
    "detected_waf_stack": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Perimeter security technologies verified on origin platform.",
      "default": [
        "Cloudflare",
        "Varnish",
        "AWS Shield",
        "HTTP/3",
        "OneTrust",
        "Astro",
        "lit-html",
        "lit-element",
        "Handlebars",
        "Tailwind CSS",
        "Priority Hints",
        "Open Graph",
        "THG Ingenuity Commerce",
        "Cart Functionality",
        "Amazon Pay",
        "ModiFace",
        "GoCertify",
        "Dynamic Yield",
        "Rokt",
        "Bazaarvoice Reviews",
        "RTB House",
        "Pinterest Ads",
        "AWIN",
        "Google Tag Manager",
        "Google Analytics"
      ]
    }
  },
  "x-sector": "ecommerce-retail-marketplaces",
  "x-updated-date": "2026-10-08",
  "x-platform-slug": "lookfantastic-scraper",
  "x-endpoint-url": "https://www.keywordbarrage.com/scrapers/lookfantastic-scraper.html"
}