India data, down to the city and pincode.
India's digital commerce is large and fast-moving, with prices, assortment and delivery promises that change by city and often by pincode. We collect e-commerce, quick-commerce, property, automotive and jobs data in INR, keep Hindi and regional-language text intact, and scope every project against the Digital Personal Data Protection Act, 2023.
Where web data matters most in India.
E-commerce marketplaces
Prices, discounts and seller offers are tracked daily and hourly through festive sale events such as Diwali season.
Quick commerce
Ten-to-thirty-minute delivery apps in the metros show prices and stock that differ by pincode and dark store.
Real estate
Property portals are tracked for asking price per sq ft by locality across Mumbai, Bengaluru, Gurugram, Pune and Hyderabad.
Automotive
New and used car listings, on-road price quotes and EV launches are monitored by city and variant.
Jobs and recruitment
Technology hiring in Bengaluru, Hyderabad and Pune is tracked by role, skills and advertised salary band.
Travel and hospitality
Domestic flight fares and hotel rates are captured for fixed routes and stay dates around holidays and events.
Captured as published, normalised for analysis.
| Date | Source | City | Product / उत्पाद | Price (INR) | Delivery ETA | In stock |
|---|---|---|---|---|---|---|
| 2026-09-14 | Q-comm App A | Mumbai | Basmati rice 5kg / बासमती चावल 5 किलो | 649 | 12 min | Yes |
| 2026-09-14 | Q-comm App A | Bengaluru | Toned milk 1L / टोंड दूध 1 लीटर | 56 | 10 min | Yes |
| 2026-09-14 | Q-comm App B | Delhi | Whole wheat atta 10kg / गेहूं का आटा 10 किलो | 489 | 15 min | No |
| 2026-09-14 | Q-comm App B | Hyderabad | Sunflower oil 1L / सूरजमुखी तेल 1 लीटर | 165 | 11 min | Yes |
Illustrative rows. Original-language text is preserved alongside normalised fields.
India DPDP Act, 2023
The Digital Personal Data Protection Act, 2023 and the DPDP Rules notified in November 2025 phase in over the following 18 months. We exclude personal data by default and limit collection to publicly available business, product and price information.
Our responsible data policyThis summary is for information only and is not legal advice.
How do you handle the DPDP Act?
We collect publicly available product, price and business information and exclude personal data by default. Where a source contains personal fields, such as names on listings, we remove or mask them before delivery and document the approach in your scope.
Can you capture prices and stock by pincode?
Yes. Quick-commerce and marketplace prices in India often vary by delivery location, so we collect against a list of pincodes you choose and record the pincode, city and dark-store zone with every row.
Do you support Hindi and regional languages?
Yes. Devanagari and other Indic scripts are stored exactly as published in UTF-8, with English fields and normalised attributes such as brand, pack size and unit alongside, so listings can be matched across languages.