Reworkd
No-code AI web data extraction tool — sunsetting Feb 6, 2025
Reworkd's AI-powered self-healing scrapers were innovative, but the February 2025 sunset makes it a dead product for new users. Existing customers should migrate immediately. Not an option for any new project.
Verified 17d ago · liveness 70/100 · cite: rightaichoice.com/tools/reworkd
- Extracting regulatory data from government websites at scale
- E-commerce product aggregation and catalog building
- Monitoring competitor pricing or job listings across hundreds of sites
- Non-technical teams needing automated web data without code
- Any new project after February 2025 (product sunset)
- Long-term ongoing extraction needs — no guarantee of continued operation
- Teams needing deep customization of scraping logic or headless browser control
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Skip Reworkd if you are starting a new web scraping project after February 2025, as the product has been sunset and no new sign-ups or maintenance is available.
Standard proxy usage costs $0.125 per GB, which can add up if you extract large volumes of data.
Reworkd's Hobby tier ($0/mo) offered a generous free tier for small-scale extraction, but the Pro tier at $99/mo is on par with Browse.ai ($49/mo Pro) for similar concurrent browser limits. Reworkd's sunset makes pricing moot for new users; for legacy users, migration costs to alternatives should be considered.
In short
Reworkd — No-code AI web data extraction tool — sunsetting Feb 6, 2025. Best for Extracting regulatory data from government websites at scale, E-commerce product aggregation and catalog building, Monitoring competitor pricing or job listings across hundreds of sites. Free to start; paid plans from $99/mo.
What's new in Reworkd
Checked 17 days agoAcross the latest 8 updates: 4 changelog entries and 4 news mentions.
April Product Update
Reworkd published April product update, detailing recent improvements and changes.
March Product Update
Reworkd shared March product update covering new features and fixes.
How a Gen Z Fashion Startup Extracted 350,000+ E-Commerce Products with Reworkd
Case study: a fashion startup used Reworkd to extract 350k+ e-commerce products.
January Product Update
Reworkd published January product update with new capabilities and improvements.
Reworkd Partners With NewsCatcher To Streamline Access To Actionable Web Data
Reworkd announced partnership with NewsCatcher to improve web data access.
How Axis Automated Regulatory Data Scraping from 2,500+ Sites with Reworkd
Case study: Axis used Reworkd to automate regulatory data scraping from 2,500+ sites.
December Product Update
Reworkd shared December product update with feature updates and fixes.
Reworkd Raises Seed Round, Bringing Total Funding to $4M+
Reworkd announced seed round, bringing total funding to over $4 million.
Viability Score
How likely is Reworkd to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- AI code generation from website understanding
- Self-healing scrapers that detect and fix failures
- Zero-hallucination code execution
- Handles pagination, infinite scroll, dynamic content
- Built-in proxy rotation and rate limiting
- Captcha solving
- Scheduled jobs
- Managed cloud infrastructure
- Export to CSV, JSON, or webhook
- API access for programmatic use
- No-code interface
- Analytics dashboard with success rates
- Scalable to thousands of sites concurrently
- Text, image, and document extraction
- Deduplication
About Reworkd
Reworkd is a no-code platform that automates the entire web data pipeline using AI agents. It scans websites, generates extraction code, runs extractors, validates results, and outputs data — all from one system. Built for teams that need to collect, monitor, and maintain data from hundreds or thousands of sites without manual scripting. The tool handles pagination, infinite scroll, dynamic content, and proxy rotation automatically. It features self-healing scrapers that detect and fix failures, zero-hallucination code execution, captcha solving, scheduled jobs, and exports to CSV, JSON, or webhook. Backed by Paul Graham, Nat Friedman, and Daniel Gross, Reworkd has extracted over 533 million rows of data. However, the product is being sunset on February 6, 2025, with support only for migration until then. For ongoing extraction needs, consider alternatives like Browse.ai or Apify.
Behind the Verdict
Reworkd had a strong value proposition for teams needing to extract structured data from many websites without coding. Its self-healing scrapers genuinely saved maintenance time, and the no-code interface made it accessible. But the sunset announcement changes everything. If you're already a customer, you have until February 6 to export your data and find a replacement. For anyone reading this after that date, skip Reworkd entirely. The closest alternatives are Browse.ai (similar no-code scraping with AI) and Apify (more developer-oriented, with a larger ecosystem). Reworkd's partnership with NewsCatcher suggests they're pivoting to data partnerships, not the tool itself. In practice, we'd advise against any new dependency on a sunsetting product.
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Real-world workflow fit
Concrete scenarios for the personas Reworkd actually fits — and what changes day-one when you adopt it.
Needs to scrape daily public notices from 500+ government sites to monitor regulatory changes.
Outcome: Within hours, sets up scheduled extractions; Reworkd auto-handles pagination and dynamic content, delivering a daily CSV to their inbox.
Wants to build a product catalog by scraping competitor pricing data from 200+ online stores.
Outcome: Uses the no-code interface to define data fields, runs extractors across sites, and exports aggregated pricing data to JSON via API for internal dashboards.
Manually collects job listings from 50+ career pages; needs automation to free up time.
Outcome: Reworkd extracts job postings (title, company, location) into a Google Sheet via webhook, saving 10 hours per week.
Use Cases
- Extract product listings from hundreds of e-commerce sites for competitive pricing
- Monitor government regulations by automatically scraping public notices daily
- Enrich CRM data by pulling contact info from business directories
- Aggregate job postings from multiple career pages for a job search engine
- Scrape real estate listings for market analysis
- Collect training data for domain-specific language models
- Automate regulatory data scraping from 2,500+ sites (as done by Axis)
- Extract 350,000+ e-commerce products for a fashion startup
Limitations
- Sunset on February 6, 2025, and no longer maintained.
- No new sign-ups or ongoing support.
- The free Hobby plan only offers 10 concurrent browsers and 30-day data retention.
- Additional costs apply: standard proxies $0.125/GB, premium proxies $8/GB, compute $0.10/hr, anti-bot solving $5 per 1k solved.
as of 2026-06-30
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Reworkd tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Hobby
$0/mo
Ideal for
Solo developers or small teams exploring web data extraction with low volume needs (10 concurrent browsers, 30-day retention).
What this tier adds
Free entry tier with 10 concurrent browsers, 30-day data retention, and $10 included credits; no dedicated support.
Pro
$99/mo
Ideal for
Growing teams needing higher throughput (50 concurrent browsers) and longer data retention (90 days), with dedicated Slack support.
What this tier adds
Adds 50 concurrent browsers (up from 10), 90-day data retention (up from 30 days), $49 included credits, and dedicated Slack support.
Enterprise
Custom
Ideal for
Large organizations with custom scaling needs (custom concurrent browsers, custom data retention, fully managed).
What this tier adds
Custom concurrent browsers and data retention, plus full managed infrastructure; no included credits or dedicated channel beyond standard support.
Where the pricing makes sense
The company stage and team size where Reworkd's pricing actually pencils out — and where peers do it cheaper.
Reworkd's Hobby tier ($0/mo) offered a generous free tier for small-scale extraction, but the Pro tier at $99/mo is on par with Browse.ai ($49/mo Pro) for similar concurrent browser limits. Reworkd's sunset makes pricing moot for new users; for legacy users, migration costs to alternatives should be considered.
Setup time & first value
How long it actually takes to get something useful out of Reworkd — broken out by persona, not the marketing-page minute.
Non-technical users can set up a first extraction in under 30 minutes using the no-code interface. Developers integrating via API can go from sign-up to running an extraction in about an hour. However, since Reworkd is sunset, no new sign-ups are possible.
Switching to or from Reworkd
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- ↗From Reworkd to Browse.ai: Export scraped data via API or CSV, then set up equivalent scrapers in Browse.ai; manual porting of site definitions required.
- ↗From Reworkd to Apify: Use Apify's web scraping actors to replicate extraction logic; Reworkd's scheduled jobs translate to Apify's task scheduler.
Integrations
Resources & Guides
- Resourcedocs.reworkd.ai
Introduction
Reworkd - Extract web data at scale
- Resourcedocs.reworkd.ai
Introduction
Reworkd - Extract web data at scale
- Resourcedocs.reworkd.ai
Key Concepts
Everything you need to get started with Reworkd
- Resourcedocs.reworkd.ai
Deduplication
Automatically generate scrapers
- Resourcedocs.reworkd.ai
Get outputs for a scraping group
Allows you to fetch all outputs for a given scraping group. The results are a materialized view of the outputs for the group; meaning the results are deduplicated. This view is updated depending on how often the group is scheduled to be re-scraped. The results are paginated and s
- Resourcereworkd.ai
Reworkd
End to End Web Scraping
- Documentationreworkd.ai
Introduction
Reworkd - Extract web data at scale
Tutorials & Learning
Official links
Tools that pair well with Reworkd
Common stack mates teams adopt alongside Reworkd, with the specific reason each pairing earns its keep.
Alternatives to Reworkd
View allFrequently Asked Questions
Categories
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