Lazada Scraper With Reviews

Slug: fatihtahta/lazada-scraper

Overview

Lazada Scraper With Reviews collects structured data for product listings and customer reviews, including identifiers, URLs, titles, pricing, inventory signals, ratings, seller details, media assets, and review content. It supports all major Lazada marketplaces across Southeast Asia, including Malaysia, Singapore, Indonesia, Philippines, Thailand, and Vietnam. This unified coverage makes it easy to compare pricing, assortment, and sentiment across regions while keeping data consistent. Runs are automated and repeatable, so you spend less time collecting and more time analyzing. The output is designed to drop directly into analytics and monitoring workflows.

Why Use This Actor

• Market research / analytics: Track pricing, assortment, ratings, and review volume by category, brand, or region for trend analysis.
• Product & content teams: Validate product naming, descriptions, and media coverage while identifying gaps in listings.
• Developers / data engineering pipelines: Feed structured listings and reviews into ETL pipelines and data products with predictable schemas.
• Lead gen / enrichment: Enrich catalogs with seller, brand, and listing metadata for outreach or CRM workflows.
• Monitoring / competitive tracking: Watch competitor pricing and review sentiment shifts over time across marketplaces.

Input Parameters

Provide any combination of URLs, queries, and filters…

Parameter	Type	Description	Default
startUrls	string[]	One or more Lazada URLs to collect directly. Supported pages include search results, category listings, and product pages.	–
country	string	Lazada marketplace to use for search queries. Allowed values: sg, my, ph, th, vn, id.	sg
queries	string[]	Search keywords to run on the selected marketplace.	–
minPrice	integer	Minimum price filter for search queries.	–
maxPrice	integer	Maximum price filter for search queries.	–
sort	string	Sort order for search results. Allowed values: best, priceasc, pricedesc.	best
minimumRating	string	Minimum star rating filter. Allowed values: 1, 2, 3, 4, 5.	–
limit	integer	Maximum listings to save per query.	50000
enrich_data	boolean	When enabled, fetch complete galleries and richer product details for listings discovered through search or category pages. Direct product URLs are always parsed as product pages.	false
getReviews	boolean	When enabled, collect reviews for each saved listing.	false
maxReviews	integer	Maximum number of reviews to save per listing when reviews are enabled.	50000

Example Input

{
  "startUrls": ["https://www.lazada.sg/catalog/?q=wireless+earbuds"],
  "country": "sg",
  "queries": ["wireless earbuds", "bluetooth headphones"],
  "minPrice": 20,
  "maxPrice": 200,
  "sort": "best",
  "enrich_data": true,
  "getReviews": true,
  "maxReviews": 200
}

Output

6.1 Output destination

The actor writes results to an Apify dataset as JSON records. And the dataset is designed for direct consumption by analytics tools, ETL pipelines, and downstream APIs without post-processing.

6.2 Product record contract

Product rows follow the shared commerce_marketplace.product.v1 contract. The top level is stable and source-specific richness stays inside the contract's open nested groups.

Every product includes:

• record_type: always product
• record_id: Lazada product ID
• url and title
• source_context: discovery input and enrichment status
• entity: canonical product identity

Recommended idempotency key: record_type + ":" + record_id.

With enrich_data=false, the actor saves the fullest search/category data available without opening each product. With enrich_data=true, the same contract is retained and detail-only fields such as full galleries, description HTML, highlights, variant properties, per-SKU inventory, and variant media are added.

6.3 Product example

{
  "record_type": "product",
  "record_id": "4799342542",
  "url": "https://www.lazada.com.my/products/pdp-i4799342542.html",
  "title": "Shaklee Prebiotic + Probiotic Raspberry Fruit",
  "source_context": {
    "source_id": "lazada",
    "source_domain": "www.lazada.com.my",
    "source_url": "https://www.lazada.com.my/catalog/?q=prebiotic",
    "canonical_url": "https://www.lazada.com.my/products/pdp-i4799342542.html",
    "search_query": "prebiotic",
    "seed_type": "query",
    "seed_value": "prebiotic",
    "country": "MY",
    "language": "en",
    "enrichment_status": "enriched"
  },
  "entity": {
    "title": "Shaklee Prebiotic + Probiotic Raspberry Fruit",
    "name": "Shaklee Prebiotic + Probiotic Raspberry Fruit",
    "url": "https://www.lazada.com.my/products/pdp-i4799342542.html",
    "external_ids": {
      "product_id": "4799342542",
      "sku_id": "27081962526",
      "seller_id": "300239280078"
    },
    "status": "active"
  },
  "pricing": {
    "price": 99,
    "price_text": "RM99.00",
    "currency": "MYR"
  },
  "seller": {
    "seller_id": "300239280078",
    "seller_name": "Example seller",
    "seller_location": "Selangor"
  },
  "availability": {
    "in_stock": true,
    "stock_status": "default",
    "min_quantity": 1,
    "max_quantity": 5
  },
  "media": {
    "primary_image_url": "https://cdn.example.com/main.png",
    "image_urls": [
      "https://cdn.example.com/main.png",
      "https://cdn.example.com/nutrition.png"
    ],
    "description_image_urls": [
      "https://cdn.example.com/nutrition.png"
    ]
  },
  "metrics": {
    "rating": 4.9,
    "review_count": 120,
    "sales_count": 3500
  },
  "product": {
    "product_id": "4799342542",
    "variant_id": "27081962526",
    "brand": "Shaklee",
    "category_path": [
      "Health",
      "Food Supplement"
    ],
    "variants": [
      {
        "variant_id": "27081962526",
        "sku": "4799342542_MY-27081962526",
        "options": [
          {
            "property_name": "Quantity",
            "value_name": "1 box"
          }
        ],
        "is_selected": true,
        "availability": {
          "in_stock": true,
          "min_quantity": 1,
          "max_quantity": 5
        },
        "media": {
          "image_urls": [
            "https://cdn.example.com/main.png"
          ]
        }
      }
    ],
    "attributes": {
      "highlights": "10 billion CFUs with prebiotic fiber",
      "variant_properties": [
        {
          "property_id": "120132602",
          "name": "Quantity",
          "values": [
            {
              "value_id": "one",
              "name": "1 box"
            }
          ]
        }
      ]
    }
  },
  "attributes": {
    "source_specific": {
      "lazada": {
        "links": {},
        "metadata": {}
      }
    }
  }
}

Example: review (type = "review")

{
  "type": "review",
  "id": 450372202833514,
  "url": "https://www.lazada.com.my/products/pdp-i4716933514.html",
  "record_type": "review",
  "product_id": "4716933514",
  "product_url": "https://www.lazada.com.my/products/pdp-i4716933514.html",
  "source": {
    "url": "https://www.lazada.com.my/products/pdp-i4716933514.html"
  },
  "seed": {
    "type": "query",
    "value": "iphone 17 pro maxa"
  },
  "review": {
    "review_id": 450372202833514,
    "buyer_name": "shawaluddin",
    "rating": 5,
    "review_time": "2025-12-13",
    "review_content_list": [
      {
        "attribute": "🔋Battery Life",
        "content": "ok"
      },
      {
        "attribute": "📸Camera Quality",
        "content": "ok"
      },
      {
        "attribute": "⚡Performance",
        "content": "ok"
      },
      {
        "attribute": "",
        "content": "Aluminium unibody design, 6.9-inch brilliant display, Fast charging up to 50%,\nsuccessful buyer and seller distribution"
      }
    ],
    "sku_info": "Color Family:Silver, Storage Capacity:256GB",
    "like_count": 0,
    "is_me_like": false,
    "media": [
      {
        "coverUrl": "https://sg-test-11.slatic.net/p/6871e369f7e02203ac351fc9349e8341.jpg",
        "height": 500,
        "mediaType": 2,
        "reviewRateId": 450372202833514,
        "videoId": 30355558840,
        "videoUrl": "https://lazvideo.lazcdn.com/psp/20251213/b2243da5-342d-4102-bbb6-64e818ed0c06@@ld.mp4?auth_key=1769237095-0-0-ecb2e5a22761b8d1ae4329729ca2be77",
        "width": 280
      },
      {
        "coverUrl": "https://lzd-u.slatic.net/e79ee92955f448e48365c980d26b6c5e_e67453279aa74cf6a7807d8b9c257721.jpg",
        "mediaType": 1,
        "reviewRateId": 450372202833514
      },
      {
        "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_fb169c30c78548138286eecd8c0cb353.jpg",
        "mediaType": 1,
        "reviewRateId": 450372202833514
      },
      {
        "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_7741f565f6f04e7885392bcf2395ddb1.jpg",
        "mediaType": 1,
        "reviewRateId": 450372202833514
      },
      {
        "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_4f2acdb607284a1a96740b1536baf246.jpg",
        "mediaType": 1,
        "reviewRateId": 450372202833514
      }
    ],
    "raw": {
      "buyerName": "shawaluddin",
      "isMeLike": false,
      "likeCount": 0,
      "mediaList": [
        {
          "coverUrl": "https://sg-test-11.slatic.net/p/6871e369f7e02203ac351fc9349e8341.jpg",
          "height": 500,
          "mediaType": 2,
          "reviewRateId": 450372202833514,
          "videoId": 30355558840,
          "videoUrl": "https://lazvideo.lazcdn.com/psp/20251213/b2243da5-342d-4102-bbb6-64e818ed0c06@@ld.mp4?auth_key=1769237095-0-0-ecb2e5a22761b8d1ae4329729ca2be77",
          "width": 280
        },
        {
          "coverUrl": "https://lzd-u.slatic.net/e79ee92955f448e48365c980d26b6c5e_e67453279aa74cf6a7807d8b9c257721.jpg",
          "mediaType": 1,
          "reviewRateId": 450372202833514
        },
        {
          "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_fb169c30c78548138286eecd8c0cb353.jpg",
          "mediaType": 1,
          "reviewRateId": 450372202833514
        },
        {
          "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_7741f565f6f04e7885392bcf2395ddb1.jpg",
          "mediaType": 1,
          "reviewRateId": 450372202833514
        },
        {
          "coverUrl": "https://lzd-u.slatic.net/076dffb5441449b6b40c3a76123822d0_4f2acdb607284a1a96740b1536baf246.jpg",
          "mediaType": 1,
          "reviewRateId": 450372202833514
        }
      ],
      "rating": 5,
      "reviewContentList": [
        {
          "attribute": "🔋Battery Life",
          "content": "ok"
        },
        {
          "attribute": "📸Camera Quality",
          "content": "ok"
        },
        {
          "attribute": "⚡Performance",
          "content": "ok"
        },
        {
          "attribute": "",
          "content": "Aluminium unibody design, 6.9-inch brilliant display, Fast charging up to 50%,\nsuccessful buyer and seller distribution"
        }
      ],
      "reviewId": 450372202833514,
      "reviewTime": "2025-12-13",
      "skuInfo": "Color Family:Silver, Storage Capacity:256GB"
    }
  },
  "page": 1
}

Field reference

Product fields (record_type = "product")

• record_type (string, required): Always product.
• record_id (string, optional): Stable Lazada product identifier.
• url and title: Canonical product URL and display title.
• source_context (object, required): Source URL, seed, marketplace, locale, and enrichment_status.
• entity (object, required): Canonical identity, description, status, and external IDs.
• pricing (object, optional): Numeric and display prices, currency, original price, and discount.
• seller (object, optional): Seller identity, location, shop ID, and public URLs.
• availability (object, optional): Selected-SKU stock state and purchase limits.
• media (object, optional): Primary image, complete gallery, description images, videos, thumbnails, and badges.
• metrics (object, optional): Rating, review count, and sales count.
• product (object, optional): Product/SKU IDs, brand, category path, description, specifications, variants, highlights, and variant-property definitions.
• product.variants[] (array, optional): Every detail-response SKU with option values, variant URL, pricing, inventory, media, operation state, and selected/default flags.
• offer and merchandising (objects, optional): Promotion and badge data.
• relationships (object, optional): Related seller identity.
• attributes (object, optional): Raw source attributes, flags, description sections, and valuable Lazada-specific fields that do not have a canonical field.

Review fields (type = "review")

• type (string, required): Record category.
• id (number, required): Review identifier.
• url (string, required): Product URL associated with the review.
• record_type (string, required): Record category as provided by source data.
• product_id (string, required): Product identifier.
• product_url (string, required): Product URL.
• source.url (string, required): Source page used to discover the record.
• seed.type (string, required): Seed type.
• seed.value (string, required): Seed value.
• review.review_id (number, required): Review identifier.
• review.buyer_name (string, optional): Buyer display name.
• review.rating (number, optional): Star rating.
• review.review_time (string, optional): Review date.
• review.review_content_list (array[object], optional): Review content segments.
• review.review_content_list[].attribute (string, optional): Attribute label.
• review.review_content_list[].content (string, optional): Attribute content.
• review.sku_info (string, optional): SKU info text.
• review.like_count (number, optional): Like count.
• review.is_me_like (boolean, optional): Whether the reviewer liked the item.
• review.media (array[object], optional): Review media items.
• review.media[].coverUrl (string, optional): Media cover URL.
• review.media[].height (number, optional): Media height.
• review.media[].mediaType (number, optional): Media type indicator.
• review.media[].reviewRateId (number, optional): Review rate ID.
• review.media[].videoId (number, optional): Video ID.
• review.media[].videoUrl (string, optional): Video URL.
• review.media[].width (number, optional): Media width.
• review.raw (object, optional): Raw review payload.
• review.raw.buyerName (string, optional): Buyer name in raw payload.
• review.raw.isMeLike (boolean, optional): Like flag in raw payload.
• review.raw.likeCount (number, optional): Like count in raw payload.
• review.raw.mediaList (array[object], optional): Raw media list.
• review.raw.mediaList[].coverUrl (string, optional): Raw media URL.
• review.raw.mediaList[].height (number, optional): Raw media height.
• review.raw.mediaList[].mediaType (number, optional): Raw media type.
• review.raw.mediaList[].reviewRateId (number, optional): Raw review rate ID.
• review.raw.mediaList[].videoId (number, optional): Raw video ID.
• review.raw.mediaList[].videoUrl (string, optional): Raw video URL.
• review.raw.mediaList[].width (number, optional): Raw media width.
• review.raw.rating (number, optional): Rating in raw payload.
• review.raw.reviewContentList (array[object], optional): Raw content list.
• review.raw.reviewContentList[].attribute (string, optional): Raw attribute label.
• review.raw.reviewContentList[].content (string, optional): Raw attribute content.
• review.raw.reviewId (number, optional): Raw review ID.
• review.raw.reviewTime (string, optional): Raw review date.
• review.raw.skuInfo (string, optional): Raw SKU info.
• page (number, optional): Review page index.

Data guarantees & handling

• Best-effort extraction: fields may vary by region/session/availability/UI experiments.
• Optional fields: null-check in downstream code.
• Deduplication: recommend type + ":" + id.

How to Run on Apify

1. Open the Actor in Apify Console.
2. Configure your search parameters (e.g., category, region, optional city or keywords).
3. Set the maximum number of outputs to collect.
4. Click Start and wait for the run to finish.
5. Download results in JSON, CSV, Excel, or other supported formats.

Scheduling & Automation

Scheduling

Automated Data Collection Schedule recurring runs to keep your Lazada datasets current as listings and reviews change.

• Navigate to Schedules in Apify Console
• Create a new schedule (daily, weekly, or custom cron)
• Configure input parameters
• Enable notifications for run completion
• (Optional) Add webhooks for automated processing

Integration Options

• Webhooks: Trigger downstream actions when a run completes
• Zapier: Connect to 5,000+ apps without coding
• Make (Integromat): Build multi-step automation workflows
• Google Sheets: Export results to a spreadsheet
• Slack/Discord: Receive notifications and summaries
• Email: Send automated reports via email

Performance

• Small runs (< 1,000 outputs): ~2–3 minutes
• Medium runs (1,000–5,000 outputs): ~5–15 minutes
• Large runs (5,000+ outputs): ~15–30 minutes

Execution time varies based on filters, result volume, and how much information is returned per record.

Compliance & Ethics

Responsible Data Collection

This actor collects publicly available e-commerce product, pricing, and merchant metadata from Lazada for legitimate business and analytical purposes, including:

• Retail & e-commerce research, competitive intelligence, and market benchmarking
• Pricing analytics, assortment tracking, and catalog monitoring workflows
• Data enrichment pipelines for internal BI systems, dashboards, and downstream ML models

This section is informational and not legal advice.

Best Practices

• Use collected data in accordance with applicable laws, regulations, and the target site’s terms
• Respect individual privacy and personal information
• Use data responsibly and avoid disruptive or excessive collection
• Do not use this actor for spamming, harassment, or other harmful purposes
• Follow relevant data protection requirements where applicable (e.g., GDPR, CCPA)

Support

For help, open an issue on the actor page or the Issues tab in Apify Console. Include the input used (with sensitive data redacted), the run ID, expected vs. actual behavior, and an optional small output sample for faster troubleshooting.