Workflows that turn kept commerce data into signals you can act on.
Livefrom 1 credit / 10 data points (₹0.10 each)
Price per unit
Price per kg, litre or piece for every product reading, so pack sizes compare fairly.
- Coverage measured
- 13 retailers · checked on 3,584,437 readings (8 to 30 Sep 2026)
- Freshness not measured yet
- Not collected yet
Built, and checked reading by reading against the previous system (3,584,437 readings for 8 to 30 Sep 2026, no mismatch). The daily run is not switched on yet.
Livefrom 1 credit / 10 listings (₹0.10 each)
Launches
New products the day they first appear on a shelf.
- Coverage measured
- Historical: 2 to 6 Sep 2026 · 6,883 launches
- Freshness measured
- Historical: newest day 6 Sep 2026; daily once the roll is switched on · 6 Sept 2026, 9:19 pm IST
Built and tested. Not yet compared with the previous system, and its precision is not measured yet. The daily run is not switched on yet.
Livefrom 1 credit / 10 stock states (₹0.10 each)
Stock state
In and out of stock over time, by pin code and dark store.
- Coverage measured
- 271 pins held and national
- Freshness measured
- Daily · 30 Oct 2026, 5:15 am IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Unit velocity
How fast products sell, as a lower bound from stock counters.
- Coverage measured
- About 150,000 product-pins a day · history from 26 Sep 2026
- Freshness measured
- Hourly from the daily collection; history from 26 Sep 2026 · 22 Oct 2026, 9:30 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Badges
The badges a product carries on a shelf each day: bestseller, assured, only few left, deals.
- Coverage measured
- About 70,000 product-pins a day · history from 26 Sep 2026
- Freshness measured
- Hourly from the daily collection; history from 26 Sep 2026 · 22 Oct 2026, 9:30 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Share of search
A brand’s share of the first search results for a query.
- Coverage measured
- 13 retailers · daily since 26 Sep 2026
- Freshness measured
- Hourly, from the search replies of the day · 22 Oct 2026, 8:53 am IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Sponsored share
How much of the shelf is bought placement, and by whom.
- Coverage measured
- Blinkit, Zepto, Nykaa, Tata 1mg · daily since 16 Oct 2026
- Freshness measured
- Hourly (newest IST day 22 Oct 2026) · 22 Oct 2026, 4:16 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Price parity
The same product’s price across retailers and pin codes.
- Coverage measured
- 4,236 products matched across 2 or more retailers
- Freshness measured
- Daily · 22 Oct 2026, 7:00 pm IST
Livefrom 1 credit / 10 ad creatives (₹0.10 each)
Competitor ad launches
The Google ads competitors run in India: new creatives by format, first and last shown.
- Coverage measured
- 18 brands watched
- Freshness measured
- Weekly (Wednesdays) · 21 Oct 2026, 2:17 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Brand share of shelf
How much of the shelf at a pin code a brand takes, day by day.
- Coverage measured
- 19,892 brands · 25 Aug to 22 Oct 2026
- Freshness measured
- Daily; history 25 Aug to 22 Oct 2026 · 22 Oct 2026, 8:30 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Out-of-stock rate
How often a brand is out of stock in a city, day by day.
- Coverage measured
- 82.5% of readings state stock · 25 Aug to 22 Oct 2026
- Freshness measured
- Daily · 31 Oct 2026, 1:23 pm IST
Livefrom 1 credit / 10 data points (₹0.10 each)
Festive discount tracker
How deep each brand and category discounts, per retailer and day, through the festive season.
- Coverage measured
- 99.9% of readings carry a price · 25 Aug to 22 Oct 2026
- Freshness measured
- Daily; history 25 Aug to 22 Oct 2026 · 22 Oct 2026, 8:30 pm IST
PreviewCharged only for the data it reads
Promo emails
The offers brands email out: sale dates, discount codes and the page they link to.
- Coverage measured
- 24 brands mapped
- Freshness not measured yet
- Not collected yet
Built and tested (plan 25). Its tables are on the production database since 17 Oct 2026 and the hourly email import was switched on on 18 Oct 2026, but no promo email has come in yet (0 on 22 Oct 2026), so it cannot be read or bought yet. 22 Oct 2026: a daily job now signs our promo inbox up to as many as 25 brand newsletters a day (the 9 watched D2C stores first, all with a sign-up form) and imports what they send; the first emails are expected within a day of the inbox going live. Its rate is published (shown with the entry), and reads charge it with no quote once it is Live.
Coming soon
Co-purchase
Products shown or bought together.
Planned: not built yet. It cannot be run or bought until it is.
Coming soon
Demand
Demand signals for a product or category, over time.
Planned: not built yet. It cannot be run or bought until it is.
Coming soon
Delivery promise
Delivery times and promises across apps, as a signal over time.
Planned: not built yet. It cannot be run or bought until it is.