Reworkd
AI-powered web scraping with self-healing scrapers, sunsetting Feb 6, 2025 — migrate now.
A clever AI scraping tool, but it's dead. Reworkd's self-healing scrapers and zero-hallucination code execution are genuinely useful, but the product sunsets on February 6, 2025, making it unusable for any long-term project. Don't start anything new here; if you're already using it, migrate to Browse.ai or Apify now. Those alternatives offer similar no-code or API-based scraping, and they're still actively maintained.
Verified 9d ago · liveness 75/100 · cite: rightaichoice.com/tools/reworkd
- Short-term high-volume extraction projects before sunset
- Regulatory data scraping from government sites
- E-commerce product aggregation
- Non-technical teams needing no-code scraping
- Long-term ongoing extraction (product sunset)
- Real-time or very high-frequency data updates
- Deep customization of scraping logic
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Skip Reworkd if you need ongoing, long-term web scraping after February 6, 2025, or if you require deep customization of scraping logic beyond what the no-code interface offers.
Standard proxies cost $0.125/GB and premium proxies $8/GB, which can add up quickly at scale.
Reworkd's Hobby plan is free with 10 concurrent browsers, a rare offering in the scraping space, but it's not useful if you need large-scale extraction. Pro at $99/month for 50 concurrent browsers is mid-range—Browse.ai's similar plans start around $49/month, while Apify's Pay As You Go is usage-based and can be cheaper for smaller volumes. For heavy usage, Apify's pricing might be more cost-effective due to its per-CU model. Reworkd's sunset makes it a poor choice for any ongoing work,
In short
Reworkd — AI-powered web scraping with self-healing scrapers, sunsetting Feb 6, 2025 — migrate now. Best for Short-term high-volume extraction projects before sunset, Regulatory data scraping from government sites, E-commerce product aggregation. Free to start; paid plans from $99/mo.
What people actually say about Reworkd — is it worth it?
We scanned public community sources for Reworkd on Aug 23, 2026 and could not establish that the discussion we found is about this tool rather than something else sharing its name. Our own analysis of that scan says the posts were off-subject. Rather than publish a sentiment score built on the wrong subject, we publish nothing here and re-run the scan.
Viability Score
How well maintained and how widely used is Reworkd? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- AI agents generate extraction code from natural language
- Self-healing scrapers auto-repair on site changes
- Zero-hallucination code execution
- Handles pagination and infinite scroll
- Dynamic content extraction
- Built-in proxy rotation
- Rate limiting
- Captcha solving
- Scheduled jobs
- Managed cloud infrastructure
- Export to CSV, JSON, or webhook
- API access
- No-code interface
- Analytics dashboard
- Text, image, and document extraction
About Reworkd
Reworkd is an AI-powered web scraping platform that automates the entire data extraction pipeline—from scanning websites and generating code to running extractors and validating results. It uses large language models to understand web pages and write scraping code automatically, so you don't have to hand-code or maintain scripts for hundreds or thousands of sites. It handles common scraping challenges like pagination, infinite scroll, dynamic content, and captchas, and comes with managed proxy rotation, rate limiting, and scheduled jobs all in one system. The platform is fully managed—no infrastructure setup needed. What set Reworkd apart was its self-healing scrapers: when a site changes, the system detects the issue and auto-repairs the extraction code to avoid silent failures. Because it generates actual code rather than making predictions, it can achieve zero-hallucination results—no fabricated data. You can extract text, images, and documents, and export data as CSV, JSON, or via webhook. An analytics dashboard gives you visibility into success rates, failed runs, and system status. For programmatic use, there's API access, and you can integrate with Slack for alerts. Pricing starts with a free Hobby tier offering 10 concurrent browsers and 30-day data retention, then Pro at $99/month for 50 concurrent browsers and 90-day retention, and Enterprise with custom limits. However, Reworkd is sunsetting on February 6, 2025—the vendor will no longer provide the product after that date. If you need ongoing extraction, you should consider alternatives like Browse.ai or Apify. This tool is only suitable for short-term or one-off projects before the sunset.
Behind the Verdict
Reworkd had a strong value proposition for teams drowning in manual web scraping. The core idea—let an LLM write and maintain the scraping code—saves hours of engineering time, especially when you're dealing with hundreds of sites that change frequently. The self-healing feature is genuinely clever: it detects when a site's structure changes and automatically rewrites the extraction logic, so you don't wake up to broken scrapers. The zero-hallucination claim is credible because the system generates actual code that runs, rather than predicting output, so you don't get fabricated data. For non-technical teams, the no-code interface and API access make it easy to set up scrapers and integrate data into existing pipelines. The pricing is attractive, especially the free Hobby tier with 10 concurrent browsers, which is rare in this space. Pro at $99/month for 50 concurrent browsers is also competitive. However, the elephant in the room is the sunset. The company announced it will discontinue the product on February 6, 2025. That means any investment in Reworkd has a hard expiry date. You can't rely on it for ongoing data collection past that point. The vendor suggests contacting them for migration support, but they're not guaranteeing any path forward. If you have a short-term extraction need, say a one-off data pull or a project finishing before February 6, Reworkd could still serve you well. But if you need something sustainable, look at Browse.ai or Apify, which offer similar automation without the imminent shutdown. Apify, in particular, has a large marketplace of pre-built scrapers and robust API, so you can replicate most Reworkd workflows there.
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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 extract product pricing data from 50 e-commerce sites before the sunset to update a competitive price index.
Outcome: Within a day, the analyst sets up scrapers for each site using the no-code interface, schedules them to run daily, and exports the aggregated data to CSV, saving weeks of manual work.
Wants to monitor government procurement notices across 2,500+ sites and receive updates in Slack.
Outcome: The manager configures Reworkd to scrape these sites for new notices, validates the extraction using self-healing scrapers, and sets up a webhook to push the data to Slack, ensuring the team sees all relevant opportunities without daily manual checks.
Needs to train a domain-specific LLM on real estate listings, requiring millions of records, but has a limited budget.
Outcome: Using the Hobby plan, the founder extracts listings from a few thousand pages, exports to JSON, and uses the data to fine-tune a model, all without writing any scraping code.
Use Cases
- Extract product listings from e-commerce sites for competitive pricing
- Monitor government regulations by scraping public notices daily
- Enrich CRM data with contact info from directories
- Aggregate job postings for a job board
- Scrape real estate listings for market analysis
- Collect training data for domain-specific LLMs
- Automate regulatory data scraping from 2,500+ sites
- Extract 350,000+ e-commerce products for a fashion startup
Limitations
- Reworkd is sunsetting on February 6, 2025.
- After that date, the product will no longer be provided, and you will lose access to scrapers, data, and infrastructure.
- The free Hobby plan is limited to 10 concurrent browsers and 30-day data retention, which may be insufficient for large-scale projects.
- Pro adds 50 concurrent browsers and 90-day retention but costs $99/month.
- Additional costs apply: standard proxies $0.125/GB, premium proxies $8/GB, compute $0.10/hour, and anti-bot solving $5 per 1k solved.
- There's also no on-prem deployment; it's fully managed in the cloud.
as of 2026-08-29
Verification history
We have re-verified Reworkd 17 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 17 verification passes.
Free to cite with attribution — this page re-verifies continuously.
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 who need occasional scraping and can work with 10 concurrent browsers and 30-day data retention — a free starting point to test the platform before the sunset.
What this tier adds
Free tier with 10 concurrent browsers and 30-day data retention, includes API access, captcha solving, scheduled jobs, and managed infrastructure.
Pro
$99/mo
Ideal for
Growing teams that need more scale (50 concurrent browsers) and longer data retention (90 days) for regular extraction projects, at $99/month — the most popular tier.
What this tier adds
Builds on Hobby with 50 concurrent browsers (vs. 10) and 90-day data retention (vs. 30 days), plus a dedicated Slack channel for support.
Enterprise
Custom
Ideal for
Organizations with heavy, custom scraping needs requiring unlimited concurrent browsers, custom data retention, and a dedicated support channel, with custom pricing.
What this tier adds
Offers fully custom limits on concurrent browsers and data retention, along with a dedicated Slack channel and fully managed service, versus the fixed limits of lower tiers.
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 plan is free with 10 concurrent browsers, a rare offering in the scraping space, but it's not useful if you need large-scale extraction. Pro at $99/month for 50 concurrent browsers is mid-range—Browse.ai's similar plans start around $49/month, while Apify's Pay As You Go is usage-based and can be cheaper for smaller volumes. For heavy usage, Apify's pricing might be more cost-effective due to its per-CU model. Reworkd's sunset makes it a poor choice for any ongoing work,
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.
Data analyst: ~1 hour to set up first scraper; 1-2 days to scale to dozens of sites and schedules. Operations manager: ~2-3 hours to configure monitoring for 2,500+ sites and Slack integration. Startup founder: ~30 minutes to get a simple scraper running; a few hours for batch extraction.
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.
- ↗To Browse.ai: Re-use your scraping templates by recreating them in Browse.ai's no-code UI, then map your exports to the same format.
- ↗To Apify: Recreate scrapers in Apify's Actor framework (Python/Node.js), using the API to pull data; or use pre-built Actors for common sites.
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
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Frequently Asked Questions
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