Maintained e-commerce data
Every store. Every price. Every day.
From every store you watch, one clean stream of prices, stock, reviews and new products into your warehouse. Refreshed daily, fixed when sites change.
Price Monitoring
Competitor prices, discounts and stock, tracked daily.
Know every price change before your customers do.
from $299/month →
Catalog Data
Complete product catalogs from any store.
Every product, every attribute, one schema.
from $299/month →
Review Intelligence
Every review, every store, one schema.
Hear what customers say about you and your competitors.
from $299/month →
Assortment & Category
Who sells what, and what's new on the shelf.
See every competitor's range change as it happens.
from $299/month →
01 · Source
Any store. Even the awkward ones.
Marketplaces, brand stores, retail catalogues, review pages. JavaScript, AJAX, logins, bot walls. If a browser can see it, we can collect it.
02 · Current
Sites change every day. We fix them every day.
Automated checks catch broken sources. Engineers repair them. You never see the break, only the data.
This week's repairs · anonymised
- ✓ Detect
- ✓ Fix
- ✓ Deliver
- Sports brand restructured category URLs 3 Oct Fixed · same day
- Marketplace added a bot challenge on category pages 2 Oct Fixed · next day
- Home-goods store changed price markup on 1,200 product pages 1 Oct Fixed · same day
- Fashion retailer moved product listings behind AJAX pagination 30 Sept Fixed · same day
03 · Lake
Lands where you work.
Delivered on your schedule to S3, BigQuery, Google Sheets, CSV or an API. Same schema every time.
How it works
How an engagement runs
- 1 Day 1
Discovery call
Tell us which stores and fields matter. We confirm feasibility and price in writing.
- 2 Week 1
Pipeline live
We build the sources, agree the schema and schedule, and deliver the first full run.
- 3 Ongoing
Monitored and repaired
Every run is checked. Broken sources are fixed before the next delivery.
Who we work with
Built for teams that need store data to keep arriving.
- Retail brands See how →
- Marketplace sellers See how →
- Price-comparison sites See how →
- Market research firms See how →
- Consultancies See how →
Trusted by
Pricing
Public prices. No sales call needed to see them.
Tell us what you need.
We reply within one business day with a scope and a price. Or book a call.