Sociolla Products Scraper: Scrape Beauty Product Data at Scale

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What Is Sociolla?

Sociolla is a leading Southeast Asian e-commerce platform specializing in beauty, skincare, and cosmetics products. It aggregates thousands of brands and SKUs with real-time pricing, discounts, and availability across multiple markets (Indonesia, Vietnam). For researchers, price analysts, and market intelligence teams, manually collecting this product data is labor-intensive — the Sociolla Products Scraper automates extraction, delivering structured datasets ready for analysis.

---

Overview

The Sociolla Products Scraper extracts product listings from Sociolla.com search results, capturing comprehensive product metadata, pricing, promotion details, and stock information. It is ideal for:

• Price monitoring platforms tracking beauty product costs across regions
• Competitive intelligence teams analyzing market positioning and promotional tactics
• Market researchers studying beauty sector trends and product availability
• E-commerce aggregators building multi-source product catalogs
• Dropshippers and retailers identifying sourcing opportunities

The scraper handles paginated search results efficiently, with configurable item limits and robust error handling via ignore_url_failures.

---

Input Format

The scraper accepts a JSON configuration object with the following structure:

{
  "urls": [
    "https://www.sociolla.com/search?q=lip&page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Type	Description
urls	Array	Add product search result URLs from Sociolla.com. Supports pagination (e.g., ?page=1, ?page=2) and any search query parameter (e.g., ?q=lip, ?q=moisturizer). One URL per line in bulk edit mode.
ignore_url_failures	Boolean	If true, the scraper continues running even if individual URLs fail to load or return no results. Useful for large batch runs. Default: true.
max_items_per_url	Integer	Maximum number of products to extract per URL (e.g., 20, 200). Limits data volume and run time. Default: 20.

Example: To scrape all lip products across pages 1–5, add five URLs: https://www.sociolla.com/search?q=lip&page=1, &page=2, etc.

---

Output Format

Sample output

{
  "brand": {
    "id": "5d3ac307a6992471b7c97a2d",
    "name": "BLP Beauty",
    "slug": "237_blp-beauty"
  },
  "default_category": {
    "id": "5d3d502437382b158ee6ddc7",
    "name": "Lip Gloss",
    "slug": "172-lip-gloss",
    "my_soco_sql_id": 165,
    "rating_types": [
      "is_star_long_wear",
      "is_star_packaging",
      "is_star_pigmentation",
      "is_star_texture",
      "is_star_value_for_money"
    ]
  },
  "review_stats": {
    "average_rating_by_types": {
      "star_value_for_money": 4.678362573099415,
      "star_long_wear": 4.608187134502924,
      "star_packaging": 4.707602339181286,
      "star_texture": 4.713450292397661
    },
    "average_rating": 4.535911602209945,
    "total_reviews": 181,
    "total_recommended_count": 172,
    "total_repurchase_maybe_count": 49,
    "total_repurchase_no_count": 13,
    "total_repurchase_yes_count": 119,
    "last_updated_at": "2026-06-02T06:35:56.246Z"
  },
  "is_sale": true,
  "is_flashsale": false,
  "is_pre_order": false,
  "is_active_in_review": true,
  "is_active_in_sociolla": true,
  "is_active_in_lulla": false,
  "is_active_in_offline_store": true,
  "is_active_in_event_microsite": false,
  "is_active_in_event_microsite_vn": false,
  "is_active_in_sociolla_vn": false,
  "is_active_in_review_vn": false,
  "total_orders": 10807,
  "is_out_of_stock_sociolla": false,
  "is_out_of_stock_sociolla_vn": false,
  "is_in_stock_sociolla": true,
  "is_in_stock_lulla": false,
  "is_red_carpet": false,
  "name": "Lip Petals",
  "images": [
    {
      "url": "https://images.soco.id/2e17c506-f6f7-4b09-902b-2ee58a6ca245-.jpg",
      "is_cover": true,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    },
    {
      "url": "https://images.soco.id/509559e5-426e-4008-bf3f-f17ae36f77da-.jpg",
      "is_cover": false,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    },
    {
      "url": "https://images.soco.id/bd893f90-e697-455b-8216-2365b2648066-.jpg",
      "is_cover": false,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    },
    {
      "url": "https://images.soco.id/77b77490-9235-47b5-8120-b05c7f1ae9c0-.jpg",
      "is_cover": false,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    },
    {
      "url": "https://images.soco.id/060f3b15-20d4-428d-8c7c-7e0b55a5af99-.jpg",
      "is_cover": false,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    },
    {
      "url": "https://images.soco.id/72f9f788-ec67-4600-a565-5d4463e38683-.jpg",
      "is_cover": false,
      "is_lilla_cover": false,
      "is_cosrx_cover": false
    }
  ],
  "combinations": [
    {
      "is_default": true,
      "attributes": {
        "shade": {
          "id": "65af6a3362b6bd61570da1c5",
          "value": "https://images.soco.id/c4ee6148-383f-4b60-aaa2-288b3829b98b-.jpg",
          "my_soco_sql_id": 38789,
          "name": "Shade Cedar"
        }
      },
      "images": [
        {
          "url": "https://images.soco.id/2e17c506-f6f7-4b09-902b-2ee58a6ca245-.jpg",
          "is_cover": false,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        },
        {
          "url": "https://images.soco.id/509559e5-426e-4008-bf3f-f17ae36f77da-.jpg",
          "is_cover": true,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        },
        {
          "url": "https://images.soco.id/72f9f788-ec67-4600-a565-5d4463e38683-.jpg",
          "is_cover": false,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        }
      ],
      "price": 149000,
      "stock": 1,
      "safety_stock": 0,
      "i18n": {
        "vi": {
          "stock": 0,
          "images": [],
          "others_ean_no": [],
          "stores": [],
          "stock_market_place": 0,
          "reserved_qty": 0,
          "reserved_stock_marketplace": 0,
          "weight": 0,
          "status_item": "not_selected",
          "price_after_discount": null
        }
      },
      "is_active_in_review": true,
      "is_active_in_review_vn": false,
      "is_active_in_sociolla": true,
      "is_active_in_lulla": false,
      "is_active_in_sociolla_vn": false,
      "is_active_in_offline_store": true,
      "is_active_in_offline_store_vn": false,
      "is_active_in_offline_store_lilla": false,
      "is_active_in_carasun": false,
      "is_active_in_cosrx": false,
      "is_active_in_b2b": false,
      "is_active_in_event_microsite": false,
      "is_active_in_event_microsite_vn": false,
      "is_active_in_speakstome": false,
      "is_limited": false,
      "is_exclusive": false,
      "is_out_of_stock_sociolla": false,
      "is_out_of_stock_lulla": false,
      "is_out_of_stock_sociolla_vn": false,
      "is_out_of_stock_carasun": false,
      "is_out_of_stock_cosrx": false,
      "discounts": [
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 55,
          "deduction_amount": 0,
          "deduction_for_sociolla": 5,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1bb9d3334d0c74e2f81911",
          "is_flashsale": null,
          "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:05:46.041Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 55,
          "deduction_amount": 0,
          "deduction_for_sociolla": 5,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1942dbcfea1044aa0c7d45",
          "is_flashsale": null,
          "product_price_rule_id": "6a1942dbcfea1044aa0c7d45",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_TIMEPHORIA",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:04:57.527Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-30T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 50,
          "deduction_amount": 0,
          "deduction_for_sociolla": 0,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": null,
          "is_flashsale": false,
          "product_price_rule_id": "6a1be13659052f77253e7285",
          "product_price_rule_name": "AON | 1 Jun - 30 Jun 2026 | Mix Brand | Ray | 2",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-05-31T07:20:22.753Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": false
        }
      ],
      "preorder": [],
      "is_deleted": false,
      "_id": "65a9f8497a7b12c7c8d172aa",
      "price_after_discount": 67050,
      "is_wishlist": false,
      "is_pre_order": false,
      "stores": [],
      "deduction_type": "percentage",
      "deduction_percentage": 55,
      "deduction_amount": 0,
      "deduction_for_sociolla": 5,
      "deduction_for_brand": 50,
      "total_quota": null,
      "sold_quota": null,
      "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
      "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
      "show_flashsale_pdp": false,
      "is_show_as_percentage": false
    },
    {
      "is_default": false,
      "attributes": {
        "shade": {
          "id": "65af6a5b2129ab4c5fa0a51b",
          "value": "https://images.soco.id/f0db40d6-bd73-401e-b102-b77e5b85e061-.jpg",
          "my_soco_sql_id": 38790,
          "name": "Shade Clay"
        }
      },
      "images": [
        {
          "url": "https://images.soco.id/bd893f90-e697-455b-8216-2365b2648066-.jpg",
          "is_cover": true,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        }
      ],
      "price": 149000,
      "stock": 0,
      "safety_stock": 0,
      "i18n": {
        "vi": {
          "stock": 0,
          "images": [],
          "others_ean_no": [],
          "stores": [],
          "stock_market_place": 0,
          "reserved_qty": 0,
          "reserved_stock_marketplace": 0,
          "weight": 0,
          "status_item": "not_selected"
        }
      },
      "is_active_in_review": true,
      "is_active_in_review_vn": false,
      "is_active_in_sociolla": true,
      "is_active_in_lulla": false,
      "is_active_in_sociolla_vn": false,
      "is_active_in_offline_store": true,
      "is_active_in_offline_store_vn": false,
      "is_active_in_offline_store_lilla": false,
      "is_active_in_carasun": false,
      "is_active_in_cosrx": false,
      "is_active_in_b2b": false,
      "is_active_in_event_microsite": false,
      "is_active_in_event_microsite_vn": false,
      "is_active_in_speakstome": false,
      "is_limited": false,
      "is_exclusive": false,
      "is_out_of_stock_sociolla": false,
      "is_out_of_stock_lulla": false,
      "is_out_of_stock_sociolla_vn": false,
      "is_out_of_stock_carasun": false,
      "is_out_of_stock_cosrx": false,
      "discounts": [
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 55,
          "deduction_amount": 0,
          "deduction_for_sociolla": 5,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1bb9d3334d0c74e2f81911",
          "is_flashsale": null,
          "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:05:46.041Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 55,
          "deduction_amount": 0,
          "deduction_for_sociolla": 5,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1942dbcfea1044aa0c7d45",
          "is_flashsale": null,
          "product_price_rule_id": "6a1942dbcfea1044aa0c7d45",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_TIMEPHORIA",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:04:57.527Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-30T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 50,
          "deduction_amount": 0,
          "deduction_for_sociolla": 0,
          "deduction_for_brand": 50,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": null,
          "is_flashsale": false,
          "product_price_rule_id": "6a1be13659052f77253e7285",
          "product_price_rule_name": "AON | 1 Jun - 30 Jun 2026 | Mix Brand | Ray | 2",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-05-31T07:20:22.753Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": false
        }
      ],
      "preorder": [],
      "is_deleted": false,
      "_id": "65a9f84a7a7b12d08dd172ab",
      "price_after_discount": 67050,
      "is_wishlist": false,
      "is_pre_order": false,
      "deduction_type": "percentage",
      "deduction_percentage": 55,
      "deduction_amount": 0,
      "deduction_for_sociolla": 5,
      "deduction_for_brand": 50,
      "total_quota": null,
      "sold_quota": null,
      "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
      "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
      "show_flashsale_pdp": false,
      "is_show_as_percentage": false
    },
    {
      "is_default": false,
      "attributes": {
        "shade": {
          "id": "65af6a7abf198f7cd9e4efef",
          "value": "https://images.soco.id/d9de3334-ac32-4ca2-add8-07bea779ab5e-.jpg",
          "my_soco_sql_id": 38791,
          "name": "Shade Oak"
        }
      },
      "images": [
        {
          "url": "https://images.soco.id/77b77490-9235-47b5-8120-b05c7f1ae9c0-.jpg",
          "is_cover": true,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        }
      ],
      "price": 149000,
      "stock": 4,
      "safety_stock": 0,
      "i18n": {
        "vi": {
          "stock": 0,
          "images": [],
          "others_ean_no": [],
          "stores": [],
          "stock_market_place": 0,
          "reserved_qty": 0,
          "reserved_stock_marketplace": 0,
          "weight": 0,
          "status_item": "not_selected"
        }
      },
      "is_active_in_review": true,
      "is_active_in_review_vn": false,
      "is_active_in_sociolla": true,
      "is_active_in_lulla": false,
      "is_active_in_sociolla_vn": false,
      "is_active_in_offline_store": true,
      "is_active_in_offline_store_vn": false,
      "is_active_in_offline_store_lilla": false,
      "is_active_in_carasun": false,
      "is_active_in_cosrx": false,
      "is_active_in_b2b": false,
      "is_active_in_event_microsite": false,
      "is_active_in_event_microsite_vn": false,
      "is_active_in_speakstome": false,
      "is_limited": false,
      "is_exclusive": false,
      "is_out_of_stock_sociolla": false,
      "is_out_of_stock_lulla": false,
      "is_out_of_stock_sociolla_vn": false,
      "is_out_of_stock_carasun": false,
      "is_out_of_stock_cosrx": false,
      "discounts": [
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 12,
          "deduction_amount": 0,
          "deduction_for_sociolla": 2,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1bb9d3334d0c74e2f81911",
          "is_flashsale": null,
          "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:05:46.041Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 12,
          "deduction_amount": 0,
          "deduction_for_sociolla": 2,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1942dbcfea1044aa0c7d45",
          "is_flashsale": null,
          "product_price_rule_id": "6a1942dbcfea1044aa0c7d45",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_TIMEPHORIA",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:04:57.527Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-30T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 10,
          "deduction_amount": 0,
          "deduction_for_sociolla": 0,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": null,
          "is_flashsale": false,
          "product_price_rule_id": "6a1be13659052f77253e7285",
          "product_price_rule_name": "AON | 1 Jun - 30 Jun 2026 | Mix Brand | Ray | 2",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-05-31T07:20:22.753Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": false
        }
      ],
      "preorder": [],
      "is_deleted": false,
      "_id": "65a9f84a7a7b123b80d172ac",
      "price_after_discount": 131120,
      "is_wishlist": false,
      "is_pre_order": false,
      "deduction_type": "percentage",
      "deduction_percentage": 12,
      "deduction_amount": 0,
      "deduction_for_sociolla": 2,
      "deduction_for_brand": 10,
      "total_quota": null,
      "sold_quota": null,
      "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
      "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
      "show_flashsale_pdp": false,
      "is_show_as_percentage": false
    },
    {
      "is_default": false,
      "attributes": {
        "shade": {
          "id": "65af6ac5e01f341786685e96",
          "value": "https://images.soco.id/346dd59c-2f01-41c7-b1b9-3263cd6c265f-.jpg",
          "my_soco_sql_id": 38792,
          "name": "Shade River"
        }
      },
      "images": [
        {
          "url": "https://images.soco.id/060f3b15-20d4-428d-8c7c-7e0b55a5af99-.jpg",
          "is_cover": true,
          "is_lilla_cover": false,
          "is_cosrx_cover": false
        }
      ],
      "price": 149000,
      "stock": 4,
      "safety_stock": 0,
      "i18n": {
        "vi": {
          "stock": 0,
          "images": [],
          "others_ean_no": [],
          "stores": [],
          "stock_market_place": 0,
          "reserved_qty": 0,
          "reserved_stock_marketplace": 0,
          "weight": 0,
          "status_item": "not_selected"
        }
      },
      "is_active_in_review": true,
      "is_active_in_review_vn": false,
      "is_active_in_sociolla": true,
      "is_active_in_lulla": false,
      "is_active_in_sociolla_vn": false,
      "is_active_in_offline_store": true,
      "is_active_in_offline_store_vn": false,
      "is_active_in_offline_store_lilla": false,
      "is_active_in_carasun": false,
      "is_active_in_cosrx": false,
      "is_active_in_b2b": false,
      "is_active_in_event_microsite": false,
      "is_active_in_event_microsite_vn": false,
      "is_active_in_speakstome": false,
      "is_limited": false,
      "is_exclusive": false,
      "is_out_of_stock_sociolla": false,
      "is_out_of_stock_lulla": false,
      "is_out_of_stock_sociolla_vn": false,
      "is_out_of_stock_carasun": false,
      "is_out_of_stock_cosrx": false,
      "discounts": [
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 12,
          "deduction_amount": 0,
          "deduction_for_sociolla": 2,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1bb9d3334d0c74e2f81911",
          "is_flashsale": null,
          "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:05:46.041Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-05T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 12,
          "deduction_amount": 0,
          "deduction_for_sociolla": 2,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": "6a1942dbcfea1044aa0c7d45",
          "is_flashsale": null,
          "product_price_rule_id": "6a1942dbcfea1044aa0c7d45",
          "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_TIMEPHORIA",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-06-02T04:04:57.527Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": true
        },
        {
          "from_date": "2026-05-31T17:00:00.000Z",
          "end_date": "2026-06-30T16:59:59.000Z",
          "deduction_type": "percentage",
          "deduction_percentage": 10,
          "deduction_amount": 0,
          "deduction_for_sociolla": 0,
          "deduction_for_brand": 10,
          "apply_discount_for": [
            "sociolla",
            "offline_store",
            "android",
            "ios"
          ],
          "discount_id": null,
          "is_flashsale": false,
          "product_price_rule_id": "6a1be13659052f77253e7285",
          "product_price_rule_name": "AON | 1 Jun - 30 Jun 2026 | Mix Brand | Ray | 2",
          "total_quota": 0,
          "sold_quota": 0,
          "max_item": 0,
          "starting_counter": 0,
          "updated_at": "2026-05-31T07:20:22.753Z",
          "is_show_as_percentage": false,
          "is_tactical_sales": false
        }
      ],
      "preorder": [],
      "is_deleted": false,
      "_id": "65a9f84a7a7b12c944d172ad",
      "price_after_discount": 131120,
      "is_wishlist": false,
      "is_pre_order": false,
      "deduction_type": "percentage",
      "deduction_percentage": 12,
      "deduction_amount": 0,
      "deduction_for_sociolla": 2,
      "deduction_for_brand": 10,
      "total_quota": null,
      "sold_quota": null,
      "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
      "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
      "show_flashsale_pdp": false,
      "is_show_as_percentage": false
    }
  ],
  "pack_detail": [],
  "discounts": [],
  "classification": "sellable_products",
  "created_at": "2024-01-19T04:19:22.179Z",
  "id": 110082,
  "my_sociolla_sql_id": 81740,
  "slug": "81740-lip-petals",
  "is_in_stock": true,
  "url_sociolla": "https://www.sociolla.com/lip-gloss/81740-lip-petals?is_preview=true",
  "active_for_sociolla_at": "2024-02-27T11:26:40.486Z",
  "is_out_of_stock_event_store": false,
  "default_combination": {
    "is_default": true,
    "attributes": {
      "shade": {
        "id": "65af6a3362b6bd61570da1c5",
        "value": "https://images.soco.id/c4ee6148-383f-4b60-aaa2-288b3829b98b-.jpg",
        "my_soco_sql_id": 38789,
        "name": "Shade Cedar"
      }
    },
    "images": [
      {
        "url": "https://images.soco.id/2e17c506-f6f7-4b09-902b-2ee58a6ca245-.jpg",
        "is_cover": false,
        "is_lilla_cover": false,
        "is_cosrx_cover": false
      },
      {
        "url": "https://images.soco.id/509559e5-426e-4008-bf3f-f17ae36f77da-.jpg",
        "is_cover": true,
        "is_lilla_cover": false,
        "is_cosrx_cover": false
      },
      {
        "url": "https://images.soco.id/72f9f788-ec67-4600-a565-5d4463e38683-.jpg",
        "is_cover": false,
        "is_lilla_cover": false,
        "is_cosrx_cover": false
      }
    ],
    "price": 149000,
    "stock": 1,
    "safety_stock": 0,
    "i18n": {
      "vi": {
        "stock": 0,
        "images": [],
        "others_ean_no": [],
        "stores": [],
        "stock_market_place": 0,
        "reserved_qty": 0,
        "reserved_stock_marketplace": 0,
        "weight": 0,
        "status_item": "not_selected",
        "price_after_discount": null
      }
    },
    "is_active_in_review": true,
    "is_active_in_review_vn": false,
    "is_active_in_sociolla": true,
    "is_active_in_lulla": false,
    "is_active_in_sociolla_vn": false,
    "is_active_in_offline_store": true,
    "is_active_in_offline_store_vn": false,
    "is_active_in_offline_store_lilla": false,
    "is_active_in_carasun": false,
    "is_active_in_cosrx": false,
    "is_active_in_b2b": false,
    "is_active_in_event_microsite": false,
    "is_active_in_event_microsite_vn": false,
    "is_active_in_speakstome": false,
    "is_limited": false,
    "is_exclusive": false,
    "is_out_of_stock_sociolla": false,
    "is_out_of_stock_lulla": false,
    "is_out_of_stock_sociolla_vn": false,
    "is_out_of_stock_carasun": false,
    "is_out_of_stock_cosrx": false,
    "discounts": [
      {
        "from_date": "2026-05-31T17:00:00.000Z",
        "end_date": "2026-06-05T16:59:59.000Z",
        "deduction_type": "percentage",
        "deduction_percentage": 55,
        "deduction_amount": 0,
        "deduction_for_sociolla": 5,
        "deduction_for_brand": 50,
        "apply_discount_for": [
          "sociolla",
          "offline_store",
          "android",
          "ios"
        ],
        "discount_id": "6a1bb9d3334d0c74e2f81911",
        "is_flashsale": null,
        "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
        "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
        "total_quota": 0,
        "sold_quota": 0,
        "max_item": 0,
        "starting_counter": 0,
        "updated_at": "2026-06-02T04:05:46.041Z",
        "is_show_as_percentage": false,
        "is_tactical_sales": true
      },
      {
        "from_date": "2026-05-31T17:00:00.000Z",
        "end_date": "2026-06-05T16:59:59.000Z",
        "deduction_type": "percentage",
        "deduction_percentage": 55,
        "deduction_amount": 0,
        "deduction_for_sociolla": 5,
        "deduction_for_brand": 50,
        "apply_discount_for": [
          "sociolla",
          "offline_store",
          "android",
          "ios"
        ],
        "discount_id": "6a1942dbcfea1044aa0c7d45",
        "is_flashsale": null,
        "product_price_rule_id": "6a1942dbcfea1044aa0c7d45",
        "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_TIMEPHORIA",
        "total_quota": 0,
        "sold_quota": 0,
        "max_item": 0,
        "starting_counter": 0,
        "updated_at": "2026-06-02T04:04:57.527Z",
        "is_show_as_percentage": false,
        "is_tactical_sales": true
      },
      {
        "from_date": "2026-05-31T17:00:00.000Z",
        "end_date": "2026-06-30T16:59:59.000Z",
        "deduction_type": "percentage",
        "deduction_percentage": 50,
        "deduction_amount": 0,
        "deduction_for_sociolla": 0,
        "deduction_for_brand": 50,
        "apply_discount_for": [
          "sociolla",
          "offline_store",
          "android",
          "ios"
        ],
        "discount_id": null,
        "is_flashsale": false,
        "product_price_rule_id": "6a1be13659052f77253e7285",
        "product_price_rule_name": "AON | 1 Jun - 30 Jun 2026 | Mix Brand | Ray | 2",
        "total_quota": 0,
        "sold_quota": 0,
        "max_item": 0,
        "starting_counter": 0,
        "updated_at": "2026-05-31T07:20:22.753Z",
        "is_show_as_percentage": false,
        "is_tactical_sales": false
      }
    ],
    "preorder": [],
    "is_deleted": false,
    "_id": "65a9f8497a7b12c7c8d172aa",
    "price_after_discount": 67050,
    "is_wishlist": false,
    "is_pre_order": false,
    "stores": [],
    "deduction_type": "percentage",
    "deduction_percentage": 55,
    "deduction_amount": 0,
    "deduction_for_sociolla": 5,
    "deduction_for_brand": 50,
    "total_quota": null,
    "sold_quota": null,
    "product_price_rule_name": "SCL-12478 ROAD TO 6.6 | 1-5 June 2026_Repricing_Jacquelle Beaute_TREECELL_Vaseline_TRESemmé_Tresemme_Pond's_Beauty Secrets_Kusuma Kosmetika_BLP Beauty_Bob & Frou_Mad For Makeup_Becoming_ESQA_Studio Tropik",
    "product_price_rule_id": "6a1bb9d3334d0c74e2f81911",
    "show_flashsale_pdp": false,
    "is_show_as_percentage": false
  },
  "is_buy_one_get_one_free": false,
  "show_flashsale_pdp": false,
  "min_price": 149000,
  "max_price": 149000,
  "min_price_after_discount": 67050,
  "max_price_after_discount": 131120,
  "price_range": "Rp149.000",
  "price_after_discount_range": "Rp67.050 - Rp131.120",
  "discount_range": "UP TO 55%",
  "discount_percentage": null,
  "is_new": false,
  "from_url": "https://www.sociolla.com/search?q=lip&page=2"
}

Each product returns a comprehensive record with 46+ fields:

Product Identification

Field	Meaning
ID	Primary product identifier in Sociolla's system
My Sociolla SQL ID	Internal database ID
Slug	URL-friendly product name for SEO purposes
Name	Full product title as displayed on Sociolla
Brand	Product brand or manufacturer
Default Category	Primary product category (e.g., Lip Care, Skincare)
Classification	Detailed product classification or subcategory

Pricing & Discounts

Field	Meaning
Min Price	Lowest price variant (in local currency)
Max Price	Highest price variant
Min Price After Discount	Lowest discounted price
Max Price After Discount	Highest discounted price
Price Range	Text summary of price variation (e.g., "Rp 50k – 150k")
Price After Discount Range	Text summary after promotions
Discount Range	Range of discount amounts across variants
Discount Percentage	Average or maximum discount percentage
Is Sale	Boolean flag: product is on sale
Is Flashsale	Boolean flag: product is part of a flash sale event
Is Pre Order	Boolean flag: product is available for pre-order
Show Flashsale PDP	Display flashsale badge on product detail page

Inventory & Availability

Field	Meaning
Is In Stock	Overall stock availability
Is In Stock Sociolla	Stock status on Sociolla.com main platform
Is In Stock Lulla	Stock availability on Lulla marketplace (if applicable)
Is Out Of Stock Sociolla	Out-of-stock flag for Sociolla.com
Is Out Of Stock Sociolla VN	Out-of-stock flag for Sociolla Vietnam
Is Out Of Stock Event Store	Out-of-stock for event-specific storefronts
Total Orders	Total number of orders placed (popularity metric)

Platform Availability

Field	Meaning
Is Active In Sociolla	Product is active on Sociolla.com (Indonesia)
Is Active In Sociolla VN	Product is active on Sociolla Vietnam
Is Active In Lulla	Available on Lulla marketplace
Is Active In Review	Product has active customer reviews (Indonesia)
Is Active In Review VN	Product has active reviews (Vietnam)
Is Active In Offline Store	Available in physical Sociolla stores
Is Active In Event Microsite	Featured in special event campaigns
Is Active In Event Microsite VN	Event microsite availability (Vietnam)

Promotions & Special Flags

Field	Meaning
Is Buy One Get One Free	BOGO promotion active
Is Red Carpet	Red Carpet VIP product status
Is New	Recently launched product flag

Product Details

Field	Meaning
Images	Array of product image URLs for all variants/angles
Pack Detail	Packaging information (size, weight, quantity)
Combinations	Available product variants (color, size, volume)
Default Combination	Pre-selected variant shown on listing
URL Sociolla	Direct link to product detail page
Created At	Date product was added to Sociolla
Active For Sociolla At	Date product became active on platform
Review Stats	Summary of customer ratings and review count

---

How to Use

1. Find search URLs — Go to Sociolla.com, perform a search (e.g., "lip tint"), and copy the result page URL including query parameters.
2. Handle pagination — For multi-page results, create separate URLs for each page (e.g., &page=1, &page=2).
3. Set item limits — Configure max_items_per_url (e.g., 200 to capture all products per page, or 50 for a sample).
4. Enable fault tolerance — Keep ignore_url_failures: true to skip any URLs that fail without stopping the entire run.
5. Execute the scraper — Start the actor and monitor progress in the run log.
6. Export data — Download results as JSON, CSV, or Excel for analysis in spreadsheet tools or databases.

Tips & best practices:

• Exact searches: Use specific keywords (e.g., q=lip%20gloss) for targeted results.
• Batch runs: Paste 10–20 URLs at once for efficient, large-scale scraping.
• Variant tracking: Use Combinations and Price Range fields to monitor multi-variant products.
• Regional comparison: Combine Sociolla.com (Indonesia) and Sociolla VN (Vietnam) URLs to compare pricing across markets.

---

Applications & Business Value

• Price intelligence: Track competitor pricing, discounts, and promotional patterns in real-time
• Inventory monitoring: Detect out-of-stock items and stock replenishment trends
• Market research: Analyze product launches, best sellers, and seasonal trends in beauty
• Marketplace aggregation: Build unified product feeds combining Sociolla and other beauty retailers
• Promotional analysis: Identify BOGO, flashsale, and red carpet patterns to optimize your own strategy

The Sociolla Products Scraper eliminates days of manual data collection, providing clean, machine-readable datasets that drive faster decision-making and competitive advantage.

---

Conclusion

The Sociolla Products Scraper delivers comprehensive beauty product data from one of Southeast Asia's leading e-commerce platforms. With 46+ fields covering pricing, availability, promotions, and platform-specific flags, it enables real-time market intelligence and competitive monitoring. Start scraping today to unlock actionable insights from Sociolla's vast product catalog.