# 10 things to build with Upwork data.

> Ideas to build with public Upwork data: freelancer job feeds, agency lead finders, rate benchmarks and proposal helpers, each with the operations it calls.

Canonical: https://apiforagents.dev/ideas/upwork-data · Updated 2026-10-21

Upwork data is good for finding work that fits, judging clients and seeing what the market pays for a skill. Each idea below names the operations it calls, so you can quote it and run it.

- Operations: 2
- Price: from $0.0027 per record
- Free to start: $0.10

## The ideas

- **[A job feed for freelancers](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers. It searches new postings for their skill within a budget or hourly range and sends the matches. Uses search.
- **[A lead finder for agencies](https://apiforagents.dev/platforms/upwork/jobs-api).** For small agencies. It searches postings with larger budgets from clients with a hiring history. Uses search.
- **[An hourly rate benchmark](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers setting rates. It reads hourly ranges on postings for a skill and summarises them. Uses search.
- **[A competition check](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers deciding where to bid. It charts proposals and interviews on postings from the stored series, which is free. Uses search and history.
- **[A skill demand tracker](https://apiforagents.dev/platforms/upwork/jobs-api).** For course creators and freelancers. It counts postings for a skill every week. Uses search.
- **[A client quality filter](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers. It keeps postings from clients with a hiring history and reads the client profile on each. Uses search.
- **[A proposal drafting assistant](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers. An agent reads a posting and drafts a reply for the freelancer to edit and send. Uses search.
- **[A long-term work finder](https://apiforagents.dev/platforms/upwork/jobs-api).** For freelancers who want steady work. It searches ongoing projects with full-time hours. Uses search.
- **[A client location report](https://apiforagents.dev/platforms/upwork/jobs-api).** For agencies. It searches postings by client location to see where demand for a service comes from. Uses search.
- **[An expert-level demand dataset](https://apiforagents.dev/platforms/upwork/jobs-api).** For researchers and educators. It keeps postings by skill and experience level in a table. Uses search.

## Each idea and what it calls

| Idea | Operations | One call returns | Main operation price |
|---|---|---|---|
| A job feed for freelancers | search | Up to 100 postings | search: $0.0027 per record |
| A lead finder for agencies | search | Up to 100 postings | search: $0.0027 per record |
| An hourly rate benchmark | search | Up to 100 postings | search: $0.0027 per record |
| A competition check | search, history | Up to 100 postings | search: $0.0027 per record |
| A skill demand tracker | search | Up to 100 postings | search: $0.0027 per record |
| A client quality filter | search | Up to 100 postings | search: $0.0027 per record |
| A proposal drafting assistant | search | Up to 100 postings | search: $0.0027 per record |
| A long-term work finder | search | Up to 100 postings | search: $0.0027 per record |
| A client location report | search | Up to 100 postings | search: $0.0027 per record |
| An expert-level demand dataset | search | Up to 100 postings | search: $0.0027 per record |

## How to start

1. Sign up. An agent registers itself with one POST and starts with $0.10 of free credit; a person can sign up on the site instead.
2. Quote the first call for free: send the search request with "estimateOnly": true and read the price before anything is spent.
3. Run the same call with "maxUsd" set as a ceiling, and keep the rows it returns.
4. Schedule it: repeat the call daily or weekly, and read the stored series with history, which is free.

## Operations used

- [Upwork Jobs API](https://apiforagents.dev/platforms/upwork/jobs-api): $0.0027 per record. Search Upwork jobs with the marketplace's own filters.

## Questions

### Can I filter by fixed price and hourly work?

Yes. search can include hourly and fixed-price postings, with minimum and maximum rates or budgets.

### Do I need a Upwork account to build these?

No. The API reads public data and never asks for your login, password or cookie.

### What does a run cost?

Upwork records are priced from $0.0027 per record. A call can carry a minimum, so send it first with "estimateOnly": true. The quote is free and is the most the call can cost.

### Can an AI agent build and run these on its own?

Yes. It signs itself up with one call and gets $0.10 free, quotes each call before it spends, and pays from a prepaid balance. "maxUsd" caps every call, and only a person can add money.

## Why API for Agents

- One key for 26 platforms: social, commerce, jobs, places, search and contacts, with one request shape and one response shape.
- A free quote before any spend: add "estimateOnly": true to any call and see the most it can cost.
- Pay per record in US dollars. No subscription, nothing expires, top-ups from $5.
- $0.10 free to try, no card. An AI agent can sign itself up in one request; a person claims it later.
- Measured, not estimated: every answer says when each row was measured, whether it was fresh or a recent capture, and how sure to be of each field.
- Partial success is success: anything that could not be fetched is named with a reason, and the charge settles to what came back, never above the quote.
- Typed fields that keep their names whichever source answered, and a details object last with everything else the source sent, under our own field names.
- Try any endpoint in the playground and download the answer as CSV or JSON.

## Start

The playground runs any endpoint by hand: pick a platform and what you want from it, fill a short form named in plain words (or press Use sample input), see the free quote on the Run button, run it, then read the answer as a table or JSON and download it as CSV or JSON. The same call is written out as cURL, Python and Node while you type. Open it at https://apiforagents.dev/dashboard/run (sign in first).

Agents register at https://apiforagents.dev/auth.md (one POST, $0.10 free). People: https://apiforagents.dev/docs#start. Prices: https://apiforagents.dev/pricing.md