Web Scraper & Data Pipeline
Collect prices, listings and leads from any website on a schedule and land them clean in your database
- Fixed price
- $500 – $1,500
- Delivery
- 4–12 days
- Built with
- Claude Code · Cursor · DeepSeek · GPT
A web scraper and data pipeline that collects prices, listings or leads on a schedule and loads them clean into your database. Scraper development from $500 to $1,500 in 4 to 12 days.
The problem
Pricing teams, real estate agencies, recruiters and founders validating ideas in Dubai and Bangalore need data that only exists on other websites: competitor prices, new listings, job posts, reviews, directory contacts. Someone copies it into Excel every Monday, misses half of it, and the data is stale by Wednesday. Quick scripts break the moment a site changes its layout or adds a login, and proper custom software development for scraping has always seemed expensive.
What we build
We build a robust scraper with Playwright or Scrapy that handles JavaScript-heavy pages, logins, pagination and rate limits politely, runs on a schedule in Docker or AWS Lambda, and pipes the results through cleaning, deduplication and validation into PostgreSQL, Google Sheets or your CRM, with alerts when a site changes. Claude Code and Cursor write the extractors and retries in hours, DeepSeek parses messy HTML into structured fields cheaply where selectors fail, and we test each source against live pages before handover. Full source code and a fixed price between $500 and $1,500, never more than $2,500.
Features included
- Handles JavaScript sites, logins and pagination
- Polite rate limiting and proxy rotation
- Scheduled runs hourly, daily or weekly
- Cleaning, deduplication and validation
- Loads to PostgreSQL, Sheets, Airtable or CRM
- Change alerts when a site breaks
- AI extraction for unstructured pages
- Historical snapshots for price tracking
What you receive
- Scraper source code in your GitHub repository
- Pipeline deployed on AWS Lambda or your server
- Target database or Sheet connected
- Monitoring alerts and run log
- 30-day fix window for site changes
Ideal for
- Pricing and category managers
- Real estate agencies
- Recruitment and lead-gen teams
- Market researchers
- Founders validating ideas
- Travel and hospitality
FAQ
Web Scraper & Data Pipeline: common questions
How much does a web scraper cost?
From $500 for one or two sources with a scheduled run to $1,500 for many sources, logins and AI extraction, delivered in 4 to 12 days. The fixed price never exceeds $2,500.
Is web scraping legal?
Collecting publicly available data for analysis is generally lawful, but we respect robots.txt, terms of service and rate limits, avoid personal data you have no basis to hold, and will tell you if a source should not be scraped.
What happens when a website changes?
The pipeline detects schema changes and alerts you, and fixes are included for 30 days. After that we offer a small monthly retainer to keep sources running.
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