Meesho Reviews Scraper

Extract detailed product reviews, customer ratings, reviewer information, review photos/videos, and aggregate product rating distributions directly from Meesho.com.

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Features

• Direct URL & Product ID Support — Pass full Meesho product URLs (e.g., https://www.meesho.com/sarees/p/8wgm8d) or raw catalog IDs (e.g., 8wgm8d).
• Rich Live Data Extraction — Scrapes star ratings, review comments, helpful votes count, timestamps, author names, and profile avatars.
• Customer Media Attachments — Downloads all customer-uploaded review photos and videos with high-resolution image links.
• Product Rating Intelligence — Extracts aggregate product rating, total rating count, review count, and full 1-to-5 star rating distribution.
• Flexible Review Filtering — Choose between extracting all reviews or only reviews containing images and videos.
• High-Performance Pagination — Utilizes Meesho's native cursor-based pagination for maximum reliability and zero missed reviews.
• Cloud & Automation Ready — Runs seamlessly on Apify with automatic scheduling, dataset storage, and webhook integrations.

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Use Cases

• E-Commerce Market Research — Track customer sentiment and product reception on India's top social commerce marketplace.
• Competitive Intelligence — Benchmark competitor ratings, common product complaints, and quality feedback.
• Brand & Seller Monitoring — Monitor your own catalog reviews and track customer satisfaction trends.
• AI & NLP Training Datasets — Build datasets for sentiment analysis, aspect-based review mining, and text classification models.
• Visual Quality Analysis — Gather real customer photos to inspect product manufacturing and packaging quality.

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Input Parameters

Field	Type	Default	Required	Description
productUrls	array	["https://www.meesho.com/sarees/p/8wgm8d"]	Yes	List of Meesho product page URLs or alphanumeric catalog IDs.
maxReviewsPerProduct	integer	50	No	Maximum number of reviews to extract per product (1–1000).
reviewType	string	"all"	No	Filter reviews by type: "all" (All reviews) or "media" (Only reviews with photos/videos).
proxyConfiguration	object	{ "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "IN" }	No	Proxy settings. Indian Residential Proxy is strongly recommended for bypassing Akamai anti-bot protection.

Sample Input

{
  "productUrls": [
    "https://www.meesho.com/sarees/p/8wgm8d"
  ],
  "maxReviewsPerProduct": 20,
  "reviewType": "all",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "IN"
  }
}

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Output Dataset Schema

Each item saved to the dataset represents a single customer review with full product and reviewer metadata:

Field	Type	Description
reviewId	string	Unique identifier of the review on Meesho.
productId	string	Alphanumeric product/catalog ID.
productTitle	string	Title and name of the product.
productUrl	string	Canonical Meesho product URL.
productDescription	string	Full product description and specifications.
productThumbnailUrl	string	Product thumbnail image URL.
productLargeImageUrl	string	High-resolution product image URL.
rating	number	Star rating given by the reviewer (1–5).
comment	string	Text comment and feedback submitted by the customer.
reviewerName	string	Name or username of the reviewer.
reviewerProfileImage	string	Avatar image URL of the reviewer (if available).
reviewerHelpfulVotes	number	Total helpful votes received across all reviews by this reviewer.
helpfulCount	number	Number of users who marked this specific review as helpful.
hasImages	boolean	true if customer uploaded photos with their review.
hasVideos	boolean	true if customer uploaded videos with their review.
imageUrls	array[string]	List of customer-uploaded photo URLs.
videoUrls	array[string]	List of customer-uploaded video URLs.
media	array[object]	Detailed media objects with ID, status, URL, and media type.
createdAt	string	Date and time when the review was posted.
productAverageRating	number	Aggregate average star rating of the product (e.g., 3.7).
productRatingCount	number	Total number of ratings received by the product.
productReviewCount	number	Total number of written reviews submitted for the product.
ratingDistribution	object	Breakdown of star ratings count across 1 to 5 stars.
scrapedAt	string	ISO 8601 timestamp when this record was scraped.

Sample Output Record

{
  "reviewId": "1667393901",
  "productId": "8wgm8d",
  "productTitle": "NEW RICH CHFFORN FENDY SOFT FABRIC RICH BORDER LOOK SAREE WITH BLOUSE",
  "productUrl": "https://www.meesho.com/sarees/p/8wgm8d",
  "productDescription": "Saree Fabric: Chiffon\nBlouse: Running Blouse\nBlouse Fabric: Chiffon\nPattern: Dyed/ Washed\nBlouse Pattern: Same as Saree\nNet Quantity (N): Single\nThis stunning gold and Rama green two-tone saree is a masterpiece of elegance and luxury...",
  "productThumbnailUrl": "https://images.meesho.com/images/products/538252429/avryz_128.jpg",
  "productLargeImageUrl": "https://images.meesho.com/images/products/538252429/avryz_512.jpg",
  "rating": 4,
  "comment": "Nice saree, fabric is very soft and lightweight.",
  "reviewerName": "Kiran Shaw",
  "reviewerProfileImage": null,
  "reviewerHelpfulVotes": 3,
  "helpfulCount": 3,
  "hasImages": true,
  "hasVideos": false,
  "imageUrls": [
    "https://images.meesho.com/images/ratings_reviews/8074431351/8114463601/8074431351_8114463601_84401946d71a8.jpeg"
  ],
  "videoUrls": [],
  "media": [
    {
      "id": 162531481,
      "status": 1,
      "url": "https://images.meesho.com/images/ratings_reviews/8074431351/8114463601/8074431351_8114463601_84401946d71a8.jpeg",
      "type": "image"
    }
  ],
  "createdAt": "2026-05-16 19:59:36",
  "productAverageRating": 3.7,
  "productRatingCount": 107,
  "productReviewCount": 28,
  "ratingDistribution": {
    "1": 14,
    "2": 10,
    "3": 13,
    "4": 24,
    "5": 46
  },
  "scrapedAt": "2026-08-24T12:00:00.000Z"
}

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Important Notes & Best Practices

• Residential Proxy Required: Meesho uses Akamai Bot Manager which heavily blocks datacenter IPs. Always use Apify Residential Proxy (India) when running this Actor.
• Batch Scraping: You can pass multiple product URLs in productUrls. The scraper processes them sequentially with polite pacing between requests.
• Media Only Extraction: Set reviewType: "media" if you only need customer reviews that include photo or video proof.