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Scrapers & Data

Web Scraping & Data Extraction Services

Reliable, structured data from any website, portal or document, at scale.

Data analyst reviewing extracted web data in structured tables and charts
Web Scraping & Data Extraction
  • Data-driven pricing

  • Faster market research

  • Automated lead pipelines

Overview

Reliable, structured data from any website, portal or document at scale.

The web is the largest dataset in the world, and most of it is sitting unused by the businesses that could benefit from it. Competitor prices, product catalogues, property listings, job postings, company directories and reviews all contain signals that drive better pricing, marketing and product decisions. SolVeda Digital's web scraping and data extraction services turn that public data into clean, structured information delivered where you need it.

We build custom scrapers and crawlers with Python, Scrapy, Playwright and Puppeteer that handle JavaScript-heavy sites, logins, pagination and rate limits, then validate, deduplicate and normalise the results. Delivery can be CSV or Excel files, Google Sheets, a database, a dashboard or a live REST API, on a one-off or scheduled basis with monitoring and change alerts.

We take compliance seriously. Every project is reviewed against the target site's terms of service and robots directives, personal data is only collected with a lawful basis, and we respect rate limits so target websites are never harmed.

What's included

Everything you need for scrapers & data

Our scrapers & data service covers strategy, design, build and support, so you work with one accountable team from start to finish.

  • Custom scrapers for e-commerce, real estate, jobs, directories and more

  • Price, stock and competitor monitoring with alerts

  • B2B lead list building and enrichment

  • PDF, image and document data extraction with AI

  • Scheduled pipelines with proxy rotation and error handling

  • Delivery via CSV, Google Sheets, database or API

Why it matters

Benefits of professional scrapers & data

What your business gains when scrapers & data is done properly by an experienced team.

  • Any website, any format

    Static pages, JavaScript apps, portals behind logins, PDFs and images are all handled.

  • Always fresh data

    Scheduled pipelines run hourly, daily or weekly with change detection and alerts.

  • Clean and structured

    Validation, deduplication and normalisation deliver data you can use immediately.

  • Delivered your way

    CSV, Excel, Google Sheets, database, dashboard or API, whichever fits your workflow.

  • Robust at scale

    Proxy rotation, retries, error handling and monitoring keep large crawls reliable.

  • Compliant by design

    Terms-of-service review, rate limiting and data-protection compliance on every project.

Our process

How we deliver scrapers & data

A transparent, step-by-step approach that keeps you informed and in control from the first call to launch and beyond.

  1. 1

    Requirements and feasibility

    We define target sites, fields, frequency and delivery format, and assess technical and legal feasibility.

  2. 2

    Scraper development

    Custom extractors are built and tested against real pages, including edge cases and site changes.

  3. 3

    Data pipeline

    Cleaning, deduplication, enrichment and storage are automated with quality checks.

  4. 4

    Delivery and scheduling

    Data is delivered to your chosen destination on schedule with monitoring and alerts.

  5. 5

    Maintenance

    We monitor for site changes and keep scrapers running so your data never goes stale.

Why SolVeda Digital

Why businesses choose us for scrapers & data

  • 01

    Robust against site changes

    Monitoring and fast fixes keep your pipelines running when target websites update their layout.

  • 02

    Clean, usable data

    Validation, deduplication and normalisation mean you can use the data immediately.

  • 03

    Compliance built in

    Terms-of-service review, rate limiting and data-protection compliance on every project.

  • 04

    Any scale, any schedule

    From a one-off extraction to millions of pages a day on hourly schedules.

What you receive

Deliverables

  • Feasibility and compliance assessment
  • Custom scrapers and crawlers for your target sites
  • Automated cleaning, deduplication and enrichment pipeline
  • Scheduled delivery via CSV, Sheets, database, dashboard or API
  • Monitoring, change alerts and error reporting
  • Maintenance plan with guaranteed fix times

Use cases and industries

What we build and who we build it for

Typical scrapers & data projects we deliver, and the industries where our team has hands-on experience.

  • Competitor price and stock monitoring for e-commerce
  • B2B lead list building and contact enrichment
  • Real estate, automotive and job listing aggregation
  • Market research and sentiment analysis from reviews
  • Product catalogue and supplier data collection
  • Invoice, PDF and document data extraction with AI

Industries we serve

  • E-commerce and retail
  • Real estate
  • Recruitment and HR
  • Market research
  • Finance and investment
  • Travel and hospitality

Do not see your industry? Our process adapts to any sector. Tell us about your business and we will share relevant experience.

Technology

Tools and platforms we use for scrapers & data

We choose proven, well-supported technology so your solution stays fast, secure and easy to maintain for years.

  • Python
  • Scrapy
  • Playwright
  • Puppeteer
  • Apify
  • Airflow
  • BigQuery

Engagement models

Flexible ways to work together

Choose the model that fits your project and budget. Every option comes with transparent pricing, senior talent and a single point of contact.

Fixed-price project

Defined scope, predictable budget

A clearly scoped deliverable with a fixed budget and timeline. Ideal for websites, e-commerce stores, CRM implementations and defined automation projects.

  • Written scope and milestones
  • Fixed quote, no surprises
  • Post-launch support period

Dedicated team

Software products and long roadmaps

Senior engineers, a designer and a project manager embedded with your business for ongoing product development, billed monthly.

  • Two-week sprints and demos
  • Flexible priorities
  • Scale the team up or down

Retainer & support

Peace of mind after launch

A monthly plan covering maintenance, security, monitoring, improvements and on-call expertise for everything we have built for you.

  • Guaranteed response times
  • Monthly health reports
  • Priority feature requests
  • 0+

    Projects delivered

  • 0+

    Automations running in production

  • 0%

    Client satisfaction rate

  • 0+

    Countries served

Technologies we build with

  • Next.js
  • React
  • TypeScript
  • Node.js
  • Python
  • OpenAI
  • Anthropic Claude
  • LangChain
  • HubSpot
  • Salesforce
  • Zoho CRM
  • Shopify
  • WordPress
  • React Native
  • Flutter
  • PostgreSQL
  • MongoDB
  • AWS
  • Google Cloud
  • Vercel
  • Docker
  • n8n
  • Playwright
  • Scrapy

FAQ

Scrapers & Data questions, answered

Straight answers on pricing, timelines and how we work. Anything else? We are one email away.

Collecting publicly available data is legal in most jurisdictions when done responsibly. We review each site's terms of service, respect robots directives and rate limits, avoid personal data without a lawful basis and comply with GDPR, CCPA and local laws.

Ready to start your scrapers & data project?

Tell us about your goals and we will reply within one business day with a clear plan, timeline and pricing. Free consultation, no obligation.