Flipkart Products Scraper

Flipkart Scraper

Flipkart Scraper exports Flipkart search results, category listings, full product details and customer reviews from flipkart.com, logged out. Prices are in INR.

Give it search terms or Flipkart URLs. In products mode you get one row per product (a product URL gives one full product row). In reviews mode you get one row per customer review of every product given by URL or found by the search terms.

It reads the data store Flipkart embeds in every page (window.__INITIAL_STATE__). The product id and listing id it needs for review pages are read from the live page on every run. It uses no login, no browser cookies and no CAPTCHA solving.

Input

Field	Type	Default	Meaning
mode	select	products	products or reviews
searchTerms	array	["iphone 15"] (prefill)	What you would type in the Flipkart search box
startUrls	array	empty	Search URLs (your own filters and sort are kept), category URLs (/mobiles/pr?sid=tyy,4io) or product URLs (/<name>/p/itm...?pid=..., also dl.flipkart.com share links). The kind of each URL is detected automatically
maxItems	integer	20	Total rows: products, or reviews in reviews mode
maxPagesPerSearch	integer 1–100	50	Safety limit on result pages per search term or URL
sort	select	relevance	relevance, popularity, price_asc, price_desc, recency_desc. Applies to search terms; URLs keep their own sort
includeDetails	boolean	false	Products mode: open each result's product page and add the detail fields below (one extra request per product)
maxReviewsPerProduct	integer 1–500	50	Reviews mode: reviews per product
reviewsSort	select	MOST_HELPFUL	MOST_HELPFUL, MOST_RECENT, POSITIVE_FIRST, NEGATIVE_FIRST
proxyConfiguration	proxy	Apify RESIDENTIAL, India	Proxy for Flipkart

Output: product rows

Field	Meaning
productId, listingId	Flipkart product id (pid) and listing id (lid)
title, brand, url	Product name, brand, clean product URL
price, mrp, discountPercent, currency	Selling price, struck-out MRP (null when the item sells at MRP), discount %, INR
rating, ratingsCount, reviewsCount	Average stars, number of ratings, number of written reviews
availability, isAssured	IN_STOCK, OUT_OF_STOCK, COMING_SOON...; Flipkart Assured
isSponsored, badge, offerText, keySpecs, warranty	From the search card: ad flag, badge ("Bestseller"), card offer lines, key specs, warranty
image	Main image
position, page, searchUrl	Flipkart's rank, result page, the page the row came from
priceWithOffers, offerCount	Product page only: Flipkart's "Buy at" price with offers, number of offers
ratingHistogram, featureRatings	Product page only: count per star (1–5), feature ratings (Camera 4.6, Comfort POSITIVE...)
highlights, specifications, description	Product page only: highlight lines, {group, name, value} list, seller's description
sellerName, sellerRating, sellerScores	Product page only: seller, seller stars, Product Sold / Quality Score / Speed Score
codAvailable, returnPolicy, color, images	Product page only
searchTerm / inputUrl, scrapedAt	The input that produced the row, ISO time (UTC)

"Product page only" fields appear when includeDetails is on or when you give product URLs.

Output: review rows

reviewId, productId, productTitle, rating, title, text, author, date (Flipkart's own text: "Aug, 2024" or "2 days ago"), city, state, certifiedBuyer, helpfulCount, notHelpfulCount, images, productAttributes (the variant bought, e.g. {"Color": "Blue", "Storage": "128 GB"}), sortOrder, page, productUrl, reviewsUrl, searchTerm / inputUrl, scrapedAt.

Measured limits (2026-10-03, local runs from one IP)

• Result pages hold 24 cards (list layout, e.g. phones) or 40 cards (grid layout, e.g. shoes: 24 organic + 16 sponsored, and the sponsored ones repeat on later pages - each product is kept once).
• Flipkart stops listing after about 1,000 products per search or category. Shoes search: page 25 had 40 cards, page 26 had 0. Mobiles category: page 41 had 24, page 42 had 0. "iphone 15" ran to its end: 18 pages, 405 unique products in 22 s.
• Grid cards often carry no rating, stock or Assured flag (40 of 40 shoe cards). Turn on includeDetails to read them from the product page.
• Reviews: 10 per page, at most 50 pages (500 reviews) per product and sort order. Colour and storage variants share one review pool, so a variant with the same rating numbers is skipped without a request.
• Sorting is Flipkart's own: with price_asc the order follows list price (MRP), so a discounted ₹67,999 phone (MRP ₹74,900) came after ₹69,900 phones.
• A keyword Flipkart cannot place gets unrelated "All Categories" items instead of "no results". That case is detected and skipped with a warning.
• Delivery dates and pincode serviceability are not collected. No delivery location is set, so Flipkart shows "Location not set".

Example input

{"mode": "products", "searchTerms": ["running shoes", "bluetooth speaker"], "maxItems": 100, "sort": "price_asc", "includeDetails": false}

{"mode": "reviews", "startUrls": [{"url": "https://www.flipkart.com/apple-iphone-15-blue-128-gb/p/itm387c20f1f5347?pid=MOBHQV9YZGYG64U7"}], "maxItems": 200, "maxReviewsPerProduct": 200, "reviewsSort": "MOST_RECENT"}