Public web data · Collected for you

Public data.
In your
spreadsheet.

Get a custom collection from one public source, delivered to Google Sheets or CSV. Start with up to 250 records for $150 after source review.

View job-data pilot on Upwork
Discuss your source

Custom, done-for-you service. Built for your brief, rather than instant self-serve software.
Source review and scope confirmation before payment or start.

Public pages → structured rowsData weave / 01
Public web pages become organized spreadsheet rows.
A collection, given structure.
Concept illustration · not live data
A look at the deliverable
A sheet you can work with.
ILLUSTRATIVE — NOT LIVE CUSTOMER DATA
Fictional example of a hiring-signal dataset. Fields are agreed for your source.
#CompanyPublic openingLocationSource pageChange summary
01Example Studio AProduct designerRemote/careers/designNew listing
02Example Studio AOperations leadLondon/careers/operationsLocation updated
03Example Studio ASoftware engineerRemote/careers/engineeringNo change
Fictional rows and example fields. Final columns depend on your source.Google Sheets / CSV · Change summary with ongoing service
01 / What to collect

Collect the fields
your research needs.

Recruiting & hiring signals

Know who is hiring for what

Collect public job titles, locations, listing links, and other agreed fields from a careers page or job source.

Public catalogs & prices

Keep an eye on the shelf

Organize accessible product names, listed prices, availability labels, and product URLs. Track agreed changes with ongoing collection.

Business directories

Give your research some structure

Turn public business listings into a consistent dataset of names, categories, locations, and website links.

02 / Start small

Start with a $150 pilot.

The public-data pilot
$150 / one-time

A focused first collection, custom-built for your agreed source and fields.

  • One agreed, accessible public source
  • Up to 250 records
  • Google Sheets or CSV delivery
  • One revision within the agreed scope

Delivery is scheduled after source review. Feasibility and scope are confirmed before payment or work begins.

View job-data pilot on Upwork

The linked Upwork project is for job data. For catalogs, directories, or other scope, discuss your source first.

Optional · After the pilot

Keep it current.

From $99 / month

Ongoing service is scoped after the pilot, once the source and collection requirements are understood.

  • One agreed source
  • One scheduled daily collection
  • Up to 250 records per run
  • Change summary
  • Basic scraper maintenance

Excludes paid APIs and proxies, new-source rebuilds, guaranteed uninterrupted availability, and private data. Source changes or access restrictions can interrupt collection.

Discuss your source

Monthly service is arranged directly. Scope and price are agreed with you after the pilot.

03 / How it works

Agree on the source
before work starts.

01 — SHARE

Show the source.

Send the URL, the fields you need, a sample of your ideal output, and your refresh frequency.

02 — AGREE

Confirm the boundaries.

Feasibility, record limits, output, price, and delivery timing are reviewed and agreed before payment or start.

03 — RECEIVE

Put the data to work.

Receive your agreed Google Sheet or CSV, review the output, and use your one included revision. Discuss ongoing collection if useful.

Public and accessible only. Private data and login bypasses are outside scope. Every source needs a feasibility review. An unsuitable source is flagged before payment or work begins.
One source is a good place to start.

Share your source.
Get a scoped pilot.

Start with a job-data pilot on Upwork, or share a different public source to discuss what’s feasible.

View job-data pilot on Upwork Discuss your source