ClawRun is a no-code web scraping and automation platform that enables users to extract, process, and use data from the web with the help of AI and cloud infrastructure. It allows individuals and teams to build web scrapers, automate workflows, and integrate large-scale data extraction into their apps or tools — all without writing any code.
Designed for developers, researchers, marketers, and data analysts, ClawRun combines a visual scraping interface with powerful automation and AI tools. With support for dynamic pages, login-required content, and real-time execution in the cloud, ClawRun makes web scraping accessible, scalable, and smart.
Features
No-Code Web Scraping Interface
ClawRun offers a user-friendly visual interface where users can point and click to define what data they want to extract. No need for manual coding, XPath, or CSS selectors.
AI-Powered Selectors
The platform uses artificial intelligence to detect data patterns and suggest optimal selectors. This significantly reduces the time spent configuring scrapers for complex or dynamic websites.
Cloud Execution
All scraping and data workflows run in the cloud. This eliminates the need for local setups, proxy handling, or worrying about IP bans. Users can schedule, monitor, and scale scrapers without infrastructure.
Browser-Based Rendering
ClawRun supports full browser rendering, enabling scraping of JavaScript-heavy sites such as single-page applications (SPAs), infinite scrolls, or content behind buttons and modals.
Authentication Support
Users can scrape behind logins by entering credentials or using session cookies. ClawRun handles authenticated sessions safely and securely during scraping runs.
Smart Data Workflows
Users can build data workflows that include scraping, filtering, transforming, and exporting content to different destinations like Google Sheets, JSON, CSV, or webhooks.
Scheduling and Triggers
Scraping tasks can be scheduled to run on intervals (daily, hourly, etc.) or triggered by events. This is ideal for monitoring prices, news updates, or job listings.
API Access and Integration
Developers can use ClawRun’s API to trigger runs, fetch results, or integrate scraped data into other apps. This makes it a useful backend tool for data-driven products.
Collaboration and Project Management
Team features allow multiple users to collaborate on scraping projects, share workflows, and manage execution from a unified dashboard.
How It Works
Users begin by selecting a target website and opening ClawRun’s visual scraper. From there, they interact with the page like a normal browser — clicking on items, highlighting data fields, and confirming selections. The AI assists by detecting repetitive structures and automatically applying selectors.
Once the data model is defined, users can test the scraper, configure output formats (CSV, JSON, Sheets), and set schedules or triggers. If the page requires login, users can input credentials or upload session cookies for authenticated access.
After launching a run, ClawRun executes the scraper in the cloud using headless or full-browser rendering. The extracted data is cleaned and delivered based on user-defined export settings. All of this is managed from a dashboard where users can monitor progress, fix errors, and iterate.
ClawRun also offers an API for advanced users to integrate its scraping logic into custom apps, dashboards, or automations.
Use Cases
E-Commerce and Price Monitoring
Track competitor pricing and stock levels
Monitor e-commerce listings for market trends
Automate comparison pages for affiliate sites
Real Estate and Classified Ads
Scrape real estate listings by location or price
Extract contact details, images, and descriptions from classified websites
Keep local inventory updated automatically
Job Market Analysis
Monitor job boards for specific keywords or roles
Aggregate data for HR analytics or job aggregation apps
Track hiring patterns by region or company
News and Content Aggregation
Collect news headlines or blog articles from multiple sources
Monitor niche topics for newsletter or content curation
Build custom RSS-style feeds
SEO and Marketing Research
Scrape search engine results or keyword trends
Extract metadata and schema from competitor sites
Automate market research reports with structured data
Academic and Data Science Projects
Extract large-scale public data for ML models
Automate scraping for time-series datasets
Integrate directly into Python or Jupyter workflows via API
Pricing
ClawRun offers a usage-based pricing model with free access for casual users and paid plans for higher volumes and enterprise use.
Free Plan
Limited runs per month
Basic scraping features
Community support
Ideal for learning and small-scale tasks
Pro Plan – Pricing Not Public (Request Access)
Higher run limits
Advanced AI selectors
Team collaboration
API access and integrations
Priority execution and support
Enterprise – Custom Pricing
Unlimited scraping and workflows
Dedicated cloud resources
SLA-backed support and onboarding
Integration with enterprise data tools
Interested users can request early access or pricing via the website.
Strengths
No-code, accessible platform for beginners and professionals
Handles dynamic websites with ease using browser rendering
AI-assisted setup reduces configuration time
Scalable via cloud infrastructure
Offers full automation with triggers and scheduling
Secure and supports authenticated scraping
API support for developer integration
Drawbacks
Currently in early access with limited public availability
Advanced features may require onboarding or custom pricing
Lack of detailed public documentation may slow onboarding
Some limitations in deeply customized scraping logic for edge cases
Comparison with Other Tools
ClawRun vs. Octoparse
Octoparse also offers a no-code scraping tool, but ClawRun stands out with stronger AI selector features and cloud-first execution with browser rendering.
ClawRun vs. Scrapy (Python)
Scrapy is powerful but requires programming. ClawRun offers a similar result through a visual, no-code interface and supports more modern UI-heavy sites.
ClawRun vs. Apify
Apify targets developers and requires code in JavaScript. ClawRun caters to both non-coders and devs with no-code scraping, AI tools, and built-in automation.
ClawRun vs. ParseHub
ParseHub provides a visual scraper but lacks some of the modern AI and automation features ClawRun offers, especially in workflow and scheduling automation.
Customer Reviews and Testimonials
As a new and evolving platform, ClawRun has been positively received by early users who highlight its ease of use, fast setup, and impressive handling of modern websites.
Users appreciate the AI-powered selectors, which reduce time spent manually adjusting scraping logic. Many note that the ability to scrape behind logins and execute workflows in the cloud makes it suitable for production tasks.
Feedback also emphasizes the smooth integration with data export options and how quickly non-technical users can start scraping useful data.
Conclusion
ClawRun simplifies and modernizes web scraping by combining a no-code interface, AI-powered selectors, and powerful automation tools. Whether you’re a marketer tracking competitors, a developer building data-driven apps, or a researcher gathering structured data, ClawRun offers a flexible and scalable solution that works out of the box.
Its focus on usability, cloud execution, and AI-driven scraping sets it apart from traditional tools and makes it ideal for teams looking to automate their data pipelines without investing in heavy infrastructure or coding.
