Daily prices, discounts, coupons and stock status for tracked SKUs across Indian and Southeast Asian online stores, with pincode-level checks in 40 Indian cities.
Data product · Listing updated 11 Nov 2026
India, Indonesia, Malaysia, Philippines, Thailand, Vietnam
Delivered by 09:00 IST for the morning collection run
About 9 million price observations a day
Small and medium businesses, Mid-market, Enterprises
Public product pages on Indian and Southeast Asian online stores
Daily scheduled collection from public pages, up to four times daily during sale events; promotion text parsed into structured fields
Price intelligence for brands and retailers that need to see what shoppers actually pay, including coupons and bank-card offers, not just the list price.
Buyers supply a SKU list or pick from our matched product universe; a typical tracked basket is 5,000 to 200,000 SKU-store pairs. Collection runs once a day by default and up to four times a day during major sale events, always from public product pages without logging in. Promotion text is parsed into type, value and conditions; offers we cannot parse are kept as raw text so nothing is silently dropped. Price history is retained from the first day a SKU is tracked, and the shared universe has history back to 2020 for about 4 million products. Prices are in local currency with the currency code on every row.
14 fields as documented by Bazaarlens Commerce Data.
| Field | Type | Description | Example |
|---|---|---|---|
| product_id | string | Bazaarlens product ID | — |
| store | string | Store or marketplace | — |
| country | string | ISO 3166-1 alpha-2 country code | — |
| pincode | string | Indian postal code used for localized checks; empty elsewhere | — |
| observed_at | datetime | Collection timestamp with time zone | — |
| list_price | number | Strike-through or list price shown | — |
| selling_price | number | Price payable before conditional offers | — |
| currency | string | ISO 4217 currency code | — |
| discount_pct | number | Discount of selling price versus list price | — |
| promotion_type | string | coupon, bank_offer, bundle, flash_sale or none | — |
| promotion_text | string | Raw offer text as displayed | — |
| in_stock | boolean | Availability at collection time | — |
| delivery_days | integer | Promised delivery time in days | — |
| buy_box_seller | string | Seller holding the buy box, where shown | — |
Real rows from the provider's sample file. Personal data is masked before anything is shown.
| product_idstring | storestring | pincodestring | observed_atstring | list_pricestring | selling_pricestring | currencystring | promotion_typestring | in_stockstring |
|---|---|---|---|---|---|---|---|---|
| blp_7c21a9 | Example Marketplace | 560001 | 2026-11-09T06:10:00+05:30 | 599 | 449 | INR | bank_offer | true |
| blp_7c21a9 | Example Marketplace | 110001 | 2026-11-09T06:12:00+05:30 | 599 | 469 | INR | coupon | true |
| blp_91aa02 | Sample Mart ID | null | 2026-11-09T07:05:00+07:00 | 129000 | 99000 | IDR | flash_sale | false |
Prices in USD, as published by Bazaarlens Commerce Data
per 1,000 SKU-store price checks
up to 10,000 SKU-store pairs, daily
up to 10,000 SKU-store pairs, daily
Converted amounts use DataStoa display rates and are approximate. Bazaarlens Commerce Data quotes the final price, taxes and terms.
Request detailed pricing6 countries.
Time coverage: 2020 to present.
Provider-reported
Latency: Delivered by 09:00 IST for the morning collection run
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: use in commercial products, 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