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    Case Study, AI / SaaS

    Scrapely Labs

    An AI-powered web scraping platform that lets anyone extract structured data from any website, without writing a single line of code.

    2,400+
    Active Users
    8.2M
    Records Extracted
    99.9%
    Uptime
    <5min
    Avg Setup Time

    The Challenge

    Web scraping was too technical for most businesses

    Businesses across every industry need data from the web, competitor pricing, product listings, contact information, market research. But web scraping has traditionally required developers who understand CSS selectors, HTTP protocols, anti-bot measures, and data cleaning.

    Existing tools were either too technical for non-developers, too expensive for small teams, or too unreliable for production workflows. There was a massive gap for a platform that made web scraping accessible to anyone.

    We also identified that teams needed more than just extraction, they needed change tracking between scrapes, scheduled automation, and security scanning to protect against malicious content in scraped data.

    Our Solution

    AI-powered extraction that anyone can use

    We built Scrapely Labs from scratch as a full SaaS platform with AI at its core. Users simply point at a website and our AI automatically detects fields, selectors, and data patterns, no CSS knowledge or coding required.

    The platform features a unique run-to-run diff tracking system that shows exactly what changed between scrapes: new records, updated fields, and removed listings, all tracked automatically. This turns raw scraping into actionable business intelligence.

    We built in automated scheduling, so teams can set scraping jobs to run hourly, daily, or weekly with clean data delivered to their preferred format. Built-in malware scanning quarantines suspicious content before it reaches downstream systems.

    The result is a platform with 2,400+ active users, 8.2 million records extracted, 99.9% uptime on schedules, and an average setup time of under 5 minutes. A lifetime deal offering proved so popular that limited spots sold out rapidly.

    Key Features

    What makes it exceptional

    AI-Powered Field Detection

    Point at any website and AI automatically identifies data fields, selectors, and patterns, zero coding needed.

    Run-to-Run Diff Tracking

    See exactly what changed between scrapes, new, updated, and removed records tracked automatically.

    Automated Scheduling

    Set scrapes to run on any schedule, hourly, daily, weekly, with clean data delivered reliably.

    Built-in Security Scanning

    Automatic malware scanning quarantines suspicious content before it reaches your systems.

    Multiple Export Formats

    Export data as CSV, JSON, or push directly to APIs and databases via webhooks.

    Team Collaboration

    Project management, shared workspaces, and role-based access for teams of any size.

    Built With:
    AI / Machine LearningNode.jsReactPostgreSQLCloud InfrastructureREST APIWebSocketRedis

    "Scrapely Labs completely changed how we gather market data. What used to take our dev team hours now takes minutes, and the diff tracking means we never miss a competitor price change. It's become essential to our operations."

    Sarah Mitchell
    Sarah Mitchell
    Managing Director, BrightPath Retail

    See it in action

    This project is live and serving real users every day. Take a look around and see the quality of work we deliver.

    Visit Scrapely Labs

    Inspired?

    Want something like this?

    Whether you need an exact replica, something inspired by this project, or a completely different solution, we'd love to hear your idea. Every great project starts with a conversation.

    Your data is safe, we never share it. Response within 24 hours.

    Our Promise

    Free consultation with zero obligation. We'll listen to your idea, share honest advice, and only proceed if we're genuinely the right fit.

    Quick Response

    One of our co-founders will personally respond within 24 hours, not a sales team, not a chatbot, a real person who actually builds things.

    Prefer to chat?

    Drop us an email:

    hello@tractiontactics.com

    Or call us:

    01730 887680

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