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Receive · Bespoke Web Datasets

We run the pipelines for you.

Tell us what you need and we’ll go get it: managed, at scale, with an FDE and SLAs. You receive clean data; we own the collections, the breakages, and the quality bar.

What we do

Pre-built datasets

Existing and 1000+ pre-built datasets with years of history on retail pricing and promos, store locations, job postings, autos & real estate inventory, telecom availability, and more. Delivered on your cadence.

Built to your spec

Tell us what you want and we get it. Describe the sites, the fields, and the shape. We scope it, build the pipeline, and keep it healthy as the sites change.

Run with an SLA

Monitored, validated, and delivered into any warehouse or cloud storage you use, with an FDE accountable for data quality and premium support.

Who this is for

Investors and hedge funds

Alt-data alpha: validate a thesis and beat the print with live custom datasets nobody else has.

Track a retailer's prices, promos, and inventory across thousands of SKUs every day, and read demand weeks before the earnings call.

Venture capital

Monitoring: Track all the companies you care about for inflections - products, announcements, blogs, headcount, changelogs, and more.

Rank the open-source projects in a space by commit velocity and contributor growth over time to see who is pulling ahead before they raise.

Startups

Market and sentiment research: mine Reddit, Hacker News, and reviews for what a market actually wants before you build it.

Building an AI voice agent? Pull every thread and review and sort it into what people praise, what makes them quit, and the features they keep asking for that nobody ships.

Enterprises

Competitive edge: watch rivals by the SKU, fold every review source into one feed, and feed internal models without standing up a scraping team.

Track every competitor SKU's price and stock on Amazon, Walmart, and Home Depot each morning, and reprice the same day.

Private equity

Market sizing and mapping: assemble a sector's competitor landscape and pricing map quickly, for diligence or a portfolio company.

Before you sign a diligence, map a target against every competitor's pricing, hiring, and review trend to pressure-test the growth story.

News organizations

Breaking news: Track updates across a variety of sources and receive alerts whenever something newsworthy is published online.

Enter in every website you care about and monitor all of them with a filtering agent to get alerts anytime anything newsworthy is posted.

Collected responsibly

We only collect public web data, and we hold to the same commitments on every feed.

Public pages only

We collect only from openly accessible pages - never from behind a paywall, login, or other authentication.

No clickwrap gates

We don't collect from sites that gate access behind accepting terms of service through a clickwrap agreement.

No copyrighted media

We don't collect copyrighted materials, including images and video.

Considerate rate limits

Every feed is capped at one request per second by default, and most run slower - so collection stays light on the source.

We transitioned all of our web data pipelines to String. Everything just works because we don't get blocked, scrapers self-heal immediately, and they guarantee data quality.
Head of Data$60B hedge fund
Book a call Scoped in one call · priced to the spec
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