Reworkd logo
Web Scraping · Browser Automation

Reworkd

Reworkd is an end-to-end web data extraction platform for data teams: LLM agents read each page, write the scraping code themselves and repair it when the site changes. Its publisher has announced the product is being sunset.

Sunset Free plan Freemium API available Verified by Guidaio
Overview

What is Reworkd?

Reworkd is an end-to-end web data extraction platform published by Reworkd AI, Inc., a company incorporated in California and based in San Francisco. The home page states the pitch bluntly: "Effortlessly extract web data at scale. No code. No maintenance. No worries." The documentation puts the mechanism more plainly still, explaining that Reworkd uses LLMs to parse, understand and interact with web pages so that users can scrape web data at scale. What makes the approach distinctive is that the agents do not read values off a page and hand them back. They read the page and then write the extraction code, and that code is what the platform runs. Reworkd presents this as its answer to hallucination: generated code either works or fails loudly, where a model asked to guess a value could simply invent one. Around it sit three further claims from the home page, namely automated extraction, self-healing scrapers that notice when a site changes and repair themselves, and support for any data type, text, images and documents alike. The product model is easy to describe. A Group gathers source URLs that share one schema and one scraping frequency. Each source URL is a Job, configurable with its own proxy type and timeouts. Jobs break down into Stages that distinguish category pages, listing pages and detail pages, and every execution is a Run. The generated code leans on Harambe, Reworkd's own open-source SDK built on Playwright. The company came out of AgentGPT, one of the first generalist autonomous agents, which collected around 25,000 GitHub stars and more than 500,000 users within months before the founders pivoted to web extraction. The home page counts 533,029,180 rows of data extracted and names Paul Graham, Nat Friedman and Daniel Gross among its backers, while the seed announcement framed the ambition as building the unified API for the internet, starting with read access. One thing has to be said plainly: a banner across the whole site announces that the product is being sunset on February 6, 2025, with a migration contact at Srijan@reworkd.ai, and the application's login screen now reports that no login options are enabled.

What it does

  • Scan a target website and automatically generate the extraction code for it
  • Run extractors at scale across hundreds or thousands of source sites
  • Validate every saved row against a user-defined data schema
  • Detect a change in a site's structure and repair the scraper automatically
  • Handle pagination, infinite scroll, dynamic content, retries and rate limiting
  • Solve captchas and get past anti-bot protections through managed proxies
  • Schedule runs per group, download linked files and export results as JSON, CSV or through the API
Audience

When to use Reworkd / When not to

A quick filter to help you decide if Reworkd is the right fit.

When to use Reworkd

  • Data teams that need to extract structured data from hundreds or thousands of different websites
  • Engineering teams tired of rewriting scrapers every time a target site changes its layout
  • AI and machine learning teams assembling training or fine-tuning corpora from public web sources
  • Product teams whose offering is data-constrained and depends on continuously refreshed web data
  • Companies that want managed scraping infrastructure without ever touching a headless browser or a residential proxy

When not to use Reworkd

  • Teams looking for a production tool to rely on long term, since the product has been announced as sunset and the application login is disabled
  • Organisations that require a signed DPA, a published sub-processor list or a security certification such as SOC 2 or ISO 27001
  • Users who need a documented way to keep their data out of model training
  • Companies with a self-hosting or on-premise requirement, since the whole solution is managed on Reworkd's side
  • Non-English speakers and anyone expecting a mobile app or a browser extension, as the product is web-only and English-only
Get started

How to use Reworkd

A typical end-to-end flow, from setup to results.

  1. Create a Group that gathers the source URLs sharing one schema and one scraping frequency
  2. Define the schema describing the structured data you want back; every job in the group uses the same one
  3. Add your source URLs, each of which becomes a Job you can configure with its own proxy type and timeouts
  4. Let the agents scan the pages and generate the extraction code, which runs through the Harambe SDK
  5. Follow how a job breaks into stages, category page, listing page and detail page, with child jobs queued by the source job
  6. Launch a Run, track its status and replay it if it fails
  7. Set the cadence in the group settings tab, overriding it on an individual job when a source needs a different rhythm
  8. For linked documents, add a URL-type field to the schema and switch on Download file from URL
  9. Pull results out with bulk JSON or CSV exports from the interface, or through the API, which the documentation recommends
  10. Call GET https://api.reworkd.dev/v1/outputs/{group_id} with an Authorization Bearer header and page through the cursor
Quick read

Pros & Cons

Pros

  • The whole chain sits in a single product: scanning, code generation, execution, validation and output
  • Generating code instead of predicting values removes a whole class of LLM hallucination
  • Maintenance is absorbed by the platform, with scrapers repairing themselves when a target site changes
  • Fully managed infrastructure on every tier: proxies, headless browsers, queues and anti-bot handling
  • A permanently free Hobby tier at $0/month with 10 concurrent browsers, API access, captcha solving and scheduled jobs
  • A documented public REST API with code samples in six languages, and the Harambe SDK open-sourced on GitHub
  • Unusually good debugging for a managed scraper: browser traces, console and network logs, and inline code diffs

Cons

  • The product has been announced as sunset on February 6, 2025, and the application login no longer accepts any authentication method
  • No DPA, no published sub-processor list and no security certification of any kind
  • No documented way to exclude customer data from model training, and no hosting country or region disclosed
  • A generic Termly privacy notice dated 9 June 2023, with its postal address block left empty
  • Short retention by design: 90 days guaranteed for downloaded files, and three months at most for personal data after account closure
  • Infrastructure usage (proxies, compute, anti-bot) is billed on top of the subscription, which makes the final bill hard to forecast
  • English-only interface and documentation, no mobile app or browser extension, and a main-menu Docs link that returns a 404
Pricing

Pricing & Plans

Reworkd offers a permanently free plan: the Hobby tier costs $0 per month and includes $10 of infrastructure credits. The lowest paid entry point is the Pro tier at USD 99 per month, which includes $49 of monthly credits, while the Enterprise tier is priced on request. Infrastructure consumption beyond the included credits is billed separately, at $0.125 per GB for standard proxies, $8 per GB for premium proxies, $0.10 per hour of compute and $5 per 1,000 anti-bot solves. No time-limited free trial, annual discount or promotional pricing is advertised.

Hobby - $0/mo
  • 10 concurrent browsers
  • 30-day data retention
  • API access
  • captcha solving
  • scheduled jobs
  • fully managed solution and $10 of included credits
Enterprise - Custom
  • custom concurrent browsers
  • retention and credits
  • API access
  • captcha solving
  • scheduled jobs
  • Slack support
  • a dedicated Slack channel and a fully managed solution
Infrastructure add-ons on Hobby and Pro
standard proxies $0.125/GB, premium proxies $8/GB, compute $0.10 per hour, anti-bot solving $5 per 1,000
  • custom on Enterprise
Special offers — No student, non-profit or other promotional discount is advertised, and no discount code or annual reduction is shown; the only standing offer is the permanently free Hobby plan at $0/month, which includes $10 of infrastructure credits
Prices and plans listed above may evolve. Always check the official pricing page before subscribing.
Trust & Privacy

Data, GDPR & hosting

A consolidated view of how Reworkd handles your data.

GDPR overview

Reworkd never claims GDPR compliance anywhere on its site. Section 3 of the privacy notice explains that the GDPR and UK GDPR require it to state its legal bases, listed as consent, performance of a contract, legitimate interests, legal obligation and vital interests. Users in the EEA, the UK and Canada are granted access and copy, rectification, erasure, restriction of processing, portability and objection rights, with consent withdrawable at any time; the notice points to national supervisory authorities, the UK ICO and the Swiss data protection authority. Beyond that the file is thin: no Article 27 EU representative, no data protection officer, no dedicated privacy contact beyond support@reworkd.ai, no DPA and no sub-processor list. California CCPA and Virginia CDPA sections are present, with a 45-day response window extendable by 45 days. The notice dates from 9 June 2023 and its postal address block was left blank.

Who owns the data?

The terms of service leave the user responsible for the data they submit. Section 22, User Data, says Reworkd retains certain transmitted data to manage service performance and runs routine backups, while disclaiming any liability for loss or corruption and asking users to waive any right of action arising from it. On the personal side, the privacy notice covers names, email addresses and billing addresses, with no sensitive categories and no data received from third parties; payment details are held by Stripe. Scraped files sit in Reworkd's own S3 buckets and are retrieved through pre-signed URLs. Reworkd AI, Inc. states it has never sold personal data to third parties and commits not to.

Reuse rights

The material reviewed records no clause limiting how a customer may re-use the data their own jobs extract; the terms simply make the user solely responsible for what they transmit, and results are pulled out through bulk JSON or CSV exports and the public API without any permission step. Reworkd's own use is set out in the privacy notice: it processes information to provide, improve and administer the services, communicate with users, prevent fraud and comply with the law, and more specifically to create and authenticate accounts, answer requests and support tickets, request feedback and protect vital interests. Automatically collected data includes IP address, browser and device characteristics, operating system, language, referring URLs, approximate or precise location, usage logs and error reports, gathered through cookies, web beacons and pixels. Information may be shared in a merger, sale of assets, financing or acquisition, and with business partners for products, services or promotions. Signing up through a social account gives access to name, email, friend list and profile picture. Do-Not-Track browser signals are not honoured, and training models on customer data is not mentioned anywhere.

Data retention & training

Retention summary
Personal data is kept for at most three months past the termination of the user's account, according to the privacy notice. Where there is no longer a legitimate need, data is deleted or anonymised; where deletion is impossible because the data sits in backup archives, it is stored securely and isolated until deletion becomes possible. Scraped data retention follows the commercial tier: 30 days on Hobby, 90 days on Pro and custom on Enterprise. Downloaded files are guaranteed to stay in Reworkd's S3 buckets for 90 days. On account closure, data is deactivated or removed from active databases, with some retention permitted for fraud prevention, troubleshooting, investigations and legal obligations. The notice dates from 9 June 2023.

Hosting summary

Reworkd names no hosting country and no hosting region anywhere on its site or in its documentation. What the documentation does say is that downloaded files are stored in Reworkd's own Amazon S3 buckets and served through pre-signed URLs, with asynchronous downloads handled by AWS Lambda and a dedicated queue. That establishes an AWS footprint without telling you which region it sits in. The publisher, Reworkd AI, Inc., is incorporated in California, which makes a US jurisdiction the reasonable expectation, though it is never stated as a hosting commitment. The marketing site itself resolves to 76.76.21.21, an anycast CDN node geolocated in the United States, but that describes where the website is served from, not where customer data lives. There is no DPA, no sub-processor list beyond Stripe as payment processor, and no data residency option on offer. European users who need a documented region or transfer basis will not find one here.

Watch-outs

Things to keep in mind

Risks and trade-offs to weigh before adopting Reworkd.

  • The site contradicts itself on the sunset date: the banner announces February 6, 2025, while the blog kept publishing product updates into May 2025
  • The application's login screen no longer offers any authentication method, so continued access cannot be assumed
  • The bill depends heavily on infrastructure consumption (proxies, compute, anti-bot solving), which is uncapped beyond the included credits
  • Premium proxies cost 64 times more per GB than standard proxies, an easy way to run up a bill without noticing
  • No data processing agreement is offered, so there is no contractual data protection commitment to fall back on
  • The postal address block in the privacy notice is blank, and the footer address (550 15th St, CA 94103) differs from the legal address in the terms (2261 Market Street #5228, CA 94114)
  • Scraping third-party sites puts the legal exposure on you: the terms make the user solely responsible for the data they transmit
Setup

Setup & Integrations

Technical difficulty

The marketing promise is no code, no maintenance, no worries, and there is genuinely nothing to install: the solution is fully managed and everything happens in the web application. In practice, getting started means creating a group, writing a structured data schema, adding source URLs and choosing a schedule, and the schema step assumes you can describe the shape of the data you want. Per-job settings such as proxy type and timeouts assume some understanding of the target site. Advanced use, with API keys, the Harambe SDK, browser traces and code diffs, is developer territory.

Deployment

Web appAPI

Integrations

Slack Stripe NewsCatcher Playwright Amazon S3 AWS Lambda

Supported languages

English
Company

Behind Reworkd

Company name
Reworkd AI, Inc.
Founded
16/04/2023
Country of origin
🇺🇸 United States
Headquarters
2261 Market Street #5228, San Francisco, CA 94114, United States
UBO
INFORMATION_NOT_FOUND
UBO country
INFORMATION_NOT_FOUND
Domain registrar country
INFORMATION_NOT_FOUND
Support contact

Fundraising

Pre-seed: $1.25M announced on 18 July 2023, led by Panache Ventures and Y Combinator (reported as CAD 1.65M in press coverage)
Seed: $2.75M announced on 24 July 2024, bringing total funding raised to date to $4M
Seed round investors named by the company: Nat Friedman and Daniel Gross (AI Grant), SVA, Paul Graham, General Catalyst, Y Combinator, Panache Ventures and Rebel Fund
The seed round was relayed by TechCrunch on 24 July 2024

Social

Official links

Resources

All the official URLs gathered for verification and reference.

FAQ

Frequently asked questions

Is Reworkd still available?
A banner across the whole site announces that the product is being sunset on February 6, 2025, and the application's login screen reports that no login options are enabled. Migration questions are directed to Srijan@reworkd.ai. Note that the blog kept publishing product updates until May 2025, so the site contradicts itself on the exact date.
How does Reworkd actually extract data?
LLM agents parse and understand the target page, then generate the extraction code, which runs through Harambe, Reworkd's own Playwright-based SDK. Because the platform generates code rather than predicting values, it presents itself as free of hallucinated results.
What happens when a target website changes?
The scrapers are designed to detect the change and repair themselves on the fly. You can review the inline diff between the old and the new generated code, and roll back to the previous version if needed.
Is there a free plan?
Yes. The Hobby tier costs $0 per month and includes 10 concurrent browsers, 30 days of data retention, API access, captcha solving, scheduled jobs and $10 of infrastructure credits. It is a permanent free plan, not a time-limited trial.
How much does the first paid tier cost?
Pro is USD 99 per month and includes $49 of monthly infrastructure credits. Beyond those credits, proxies, compute and anti-bot solving are billed on usage, so the real monthly cost is higher and variable.
Does Reworkd have an API, and in which formats can I get my data out?
Yes. Outputs are retrieved with GET https://api.reworkd.dev/v1/outputs/{group_id}, authenticated with a Bearer token and paginated with a cursor, with code samples in Python, JavaScript, PHP, Go, Java and Ruby. The interface also offers bulk exports in JSON or CSV, but the documentation recommends the API as the primary export route.
Are linked files such as PDFs downloaded too?
Yes. Add a URL-type field to your schema and enable the file download option. Files are stored in Reworkd's S3 buckets and served through pre-signed URLs, with asynchronous downloads handled by AWS Lambda. Storage is guaranteed for 90 days.
How long is data kept?
The privacy notice states that no purpose requires keeping personal information for more than three months past the termination of the account. Scraped data retention follows the commercial tier: 30 days on Hobby, 90 days on Pro and custom on Enterprise.
Is there a mobile app?
No. Reworkd is a web application with a public API, and no iOS or Android app was found. There is no browser extension either.
What is the connection with AgentGPT?
AgentGPT was the founders' previous project, one of the first generalist autonomous agents, with roughly 25,000 GitHub stars and more than 500,000 users. Reworkd is the pivot that came out of it, refocused on web data extraction.
Conclusion

Should you pick Reworkd?

Reworkd is a genuinely well-built piece of engineering that arrives with a hard caveat attached. The technical bet is sound: rather than asking a model to read values off a page, the agents write the extraction code, which sidesteps the hallucination problem that dogs LLM-based scraping. Around it sit self-healing scrapers, schema validation, deduplication, managed proxies and headless browsers, a documented REST API and an open-source SDK. The customer stories are concrete and numbered, with 2,500+ regulation sites for Axis and 350,000+ e-commerce products for a Gen Z fashion startup, and the backers read well, with Y Combinator, General Catalyst, AI Grant and Paul Graham behind $4M raised. Then there is the banner. Reworkd announces that the product is being sunset on February 6, 2025, the application's login screen no longer offers any authentication method, and yet the blog kept shipping product updates into May 2025. The site does not resolve its own contradiction, and we will not resolve it for it: anyone considering Reworkd today should treat availability as the first question to settle, not the last. The legal file does not help. A generic Termly privacy notice from June 2023 with an empty address block, no DPA, no published sub-processors, no hosting country, no Article 27 EU representative. Retention is short by design, at 90 days for downloaded files and three months for personal data after account closure. What survives regardless is Harambe, the Playwright-based SDK Reworkd open-sourced on GitHub. For most readers, that is now the practical takeaway.