Web scraping services

Managed data feeds

Fresh web data delivered straight into the tools your team already uses, on a fixed schedule and in a structure that doesn’t break when websites change.

Request a Free Sample See what you get

Example feed delivery

Feed
Competitor prices · daily
Destination
Google Sheets + JSON endpoint
Records
1,240 delivered
Schema version
v3 (unchanged)
Status
Delivered · 2 records flagged
Delivered at
2026-11-02 06:00 UTC
Every delivery comes with a short status note, so you know what arrived and what needs attention.

Deliverables

Data that arrives where you need it

Your destination

API endpoint, webhook, database, cloud storage, SFTP or Google Sheets. Agreed during scoping.

A stable structure

Field names and IDs stay consistent between deliveries. Changes are versioned and announced before they happen.

Monitored delivery

Every run is checked. Late, partial or failed deliveries are flagged with the reason, never silently skipped.

How it works

From sources to a running feed

  1. Agree the schema

    Choose the sources, fields, identifiers and refresh schedule. We document the structure before collection starts.

  2. Review a free sample

    Check a sample delivery in your real destination, so the format works with your tools from day one.

  3. Go live

    The feed runs on schedule. We monitor every delivery and update scrapers when sources change.

Reliability

Built to be plugged in and forgotten

A feed is only useful if your systems can trust it. Stable record IDs, timestamps on every value and advance notice of schema changes mean your dashboards and models keep working.

What makes a data feed ready to use? ↗

Common questions

What’s the difference between a dataset and a feed?

A dataset is delivered once or occasionally. A feed is an ongoing subscription delivered on a fixed schedule into your systems, with a stable structure and monitored delivery.

Which destinations do you support?

Common options are an API endpoint, webhook, database, cloud storage bucket, SFTP and Google Sheets. The destination is agreed during scoping.

What happens when a source website changes?

The delivery is flagged, the scraper is updated and the feed resumes. Your structure stays the same unless we agree a change with you first.

Request your free sample

Send the sources, the fields you need and where the data should go. We’ll reply within one business day with a feed plan.

hello@furnishdata.com
  • Free sample before you pay
  • Public data, collected responsibly
  • Every record traceable to its source

See a sample dataset · Our standards

Related service

Data extraction ↗