Google Maps & E-commerce Scrapers
Reliable scrapers that collect listings and product data into structured datasets.
Architecture & workflows
How this product is built, deployed, and operated in production.
Delivery flow
End-to-end delivery flow for this project, from intake through the final handoff.
Challenge
Sites changed layouts often; naive scrapers broke and IP bans interrupted collection.
How we did it
Selenium for dynamic pages, BeautifulSoup for parse, retries, proxies, and schema validation before storage.
Outcome
Stable nightly runs feeding analytics and lead lists with fewer silent failures.
Tech stack
Step-by-step
- 1
Schedule
Job kicks off on a cron schedule
- 2
Browse
Selenium loads pages with anti-bot strategies
- 3
Parse
BeautifulSoup extracts fields into a schema
- 4
Validate
Drop/repair bad rows before insert
- 5
Store
Write clean records to the database
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