{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://www.keywordbarrage.com/schemas/ulta-beauty-scraper-schema.json",
  "title": "Ulta BeautyData Extraction Engine Data Extraction Schema",
  "description": "Machine-readable DaaS extraction schema for Ulta BeautyData 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_prestige",
    "ulta_item_number_item_id_universal_upc"
  ],
  "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_prestige": {
      "type": "string",
      "description": "Product Title, Prestige / Mass Brand & Collection"
    },
    "ulta_item_number_item_id_universal_upc": {
      "type": "integer",
      "description": "Ulta Item Number, Item ID & Universal UPC / Barcode"
    },
    "cosmetics_skincare_haircare_fragrance_ta": {
      "type": "string",
      "description": "Cosmetics, Skincare, Haircare & Fragrance Taxonomy"
    },
    "everyday_retail_price_vs_21_days_of_beau": {
      "type": "number",
      "description": "Everyday Retail Price vs. 21 Days of Beauty / Sale Price"
    },
    "ulta_beauty_rewards_points_tier_platinum": {
      "type": "string",
      "description": "Ulta Beauty Rewards Points Tier & Platinum / Diamond Perks"
    },
    "shade_variants": {
      "type": "string",
      "description": "Shade Variants (Hex Code, Swatch Image, Finish & Size / Volume)"
    },
    "store_inventory_status_buy_online_pick_u": {
      "type": "string",
      "description": "Store Inventory Status & Buy Online Pick Up In Store (BOPIS) Delta"
    },
    "conscious_beauty_badges": {
      "type": "string",
      "description": "Conscious Beauty Badges (Cruelty-Free, Clean, Vegan, Sustainable)"
    },
    "customer_star_rating_verified_buyer_revi": {
      "type": "array",
      "description": "Customer Star Rating, Verified Buyer Reviews & Q&A"
    },
    "detected_waf_stack": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Perimeter security technologies verified on origin platform.",
      "default": [
        "Akamai Bot Manager",
        "Cloudflare",
        "Envoy",
        "Nginx",
        "reCAPTCHA",
        "React",
        "React Router",
        "GraphQL",
        "Apollo",
        "TypeScript",
        "lit-element",
        "lit-html",
        "Webpack",
        "Swiper",
        "Priority Hints",
        "theTradeDesk",
        "Criteo",
        "Reddit Ads",
        "Pinterest Ads",
        "Google Publisher Tag",
        "DoubleClick Floodlight",
        "Dynatrace",
        "Dynatrace RUM",
        "Akamai mPulse",
        "Quantum Metric",
        "Adobe Analytics",
        "Snowplow Analytics",
        "Tealium",
        "Google Tag Manager",
        "mParticle",
        "Adobe Experience Platform Identity Service",
        "Movable Ink",
        "ChannelAdvisor",
        "Gladly"
      ]
    }
  },
  "x-sector": "ecommerce-retail-marketplaces",
  "x-updated-date": "2026-10-08",
  "x-platform-slug": "ulta-beauty-scraper",
  "x-endpoint-url": "https://www.keywordbarrage.com/scrapers/ulta-beauty-scraper.html"
}