38 million product listings from leading Indian marketplaces and D2C stores with titles, attributes, images, categories, ratings and stock status, matched across stores.
Data product · Listing updated 11 Nov 2026
India
Weekly; top 2 million products daily
38 million products from 120+ stores
Startups, Small and medium businesses, Mid-market, Enterprises
Public product pages on Indian marketplaces, quick-commerce web catalogs and D2C brand websites
Weekly collection of public listings (daily for top products), category-specific attribute extraction and cross-store matching
A structured catalog of products sold online in India, matched across stores so the same item carries one ID wherever it is listed.
Coverage spans leading Indian marketplaces, quick-commerce services with public web catalogs and more than 100 D2C brand websites. Pages are collected from public product listings only, without logging in, every week, and every day for the 2 million most-viewed products. Attributes are extracted with category-specific parsers, and a matching model groups identical products across stores; matches below a confidence threshold are left unmatched rather than forced. Every delivery ships with a coverage report by store and category so you can see where the catalog is thin.
14 fields as documented by Bazaarlens Commerce Data.
| Field | Type | Description | Example |
|---|---|---|---|
| product_id | string | Stable Bazaarlens product ID shared by matched listings across stores | — |
| store | string | Store or marketplace where the listing was observed | — |
| title | string | Product title as listed | — |
| brand | string | Normalized brand name | — |
| category_path | string | Five-level Bazaarlens category path | — |
| gtin | string | GTIN/EAN where published by the store | — |
| mrp_inr | number | Maximum retail price shown on the listing, INR | — |
| selling_price_inr | number | Selling price at collection time, INR | — |
| in_stock | boolean | Whether the item could be added to cart | — |
| rating_avg | number | Average star rating (1–5) | — |
| rating_count | integer | Number of ratings shown on the listing | — |
| image_urls | json | Array of product image URLs | — |
| first_seen | date | First date the listing was observed | — |
| last_seen | date | Most recent date the listing was observed | — |
Real rows from the provider's sample file. Personal data is masked before anything is shown.
| product_idstring | storestring | titlestring | brandstring | category_pathstring | selling_price_inrstring | in_stockstring | rating_avgstring |
|---|---|---|---|---|---|---|---|
| blp_7c21a9 | Example Marketplace | Demo Steel Water Bottle 1 L | DemoHome | Home > Kitchen > Bottles | 449 | true | 4.3 |
| blp_7c21a9 | Sample D2C Store | Demo Steel Water Bottle 1 L | DemoHome | Home > Kitchen > Bottles | 479 | true | 4.5 |
| blp_04be3f | Example Marketplace | Example Herbal Face Wash 150 ml | Example Botanics | Beauty > Skin care > Cleansers | 199 | false | 4.1 |
Prices in USD, as published by Bazaarlens Commerce Data
single category snapshot
one category group, weekly refresh
full catalog, all categories
Converted amounts use DataStoa display rates and are approximate. Bazaarlens Commerce Data quotes the final price, taxes and terms.
Request detailed pricing1 country.
Time coverage: 2019 to present.
Provider-reported
Latency: Weekly; top 2 million products daily
DataStoa has not audited these figures. Ask the provider how they are measured, or test them on a sample.
The licence is agreed directly between you and Bazaarlens Commerce Data. This summary is provider-reported; the linked terms prevail.
Not listed: AI / ML model training, AI retrieval and grounding, redistribution allowed, marketing and outreach, research use. Ask Bazaarlens Commerce Data if you need any of these.
Product, price, seller and review data from Indian and SE Asian e-commerce
Bazaarlens tracks product catalogs, prices, promotions, sellers and reviews across leading Indian marketplaces and D2C stores, with growing coverage in Southeast Asia. Every product is matched to a stable Bazaarlens product ID so buyers can compare the same item across stores and over time.
Also available on: Snowflake Marketplace, AWS Data Exchange
What buyers say about Bazaarlens Commerce Data. Reviews cover the provider, not only this listing.
from 3 reviews
Aspect-level sentiment on noise, build quality and after-sales service showed exactly where our mixer grinders lost to competitors. Reviewer identities are stripped, which kept our legal team happy.
Arjun P., Product insights manager, Kitchen appliances maker
The assortment data is very good. Estimated sales for sellers are useful for ranking competitors but were off by a fair margin for two sellers whose real numbers we know. Treat them as relative, not absolute.
Neha K., Category strategy lead, Consumer electronics brand
We track about 3,000 SKU and store pairs every day, including flash-sale prices, and the file is in our bucket before the pricing stand-up. Product matching to our catalogue needed one round of corrections in the first week.
Rohan M., Pricing manager, D2C personal care brand