Case study · SalesIN PRODUCTION

Competitor price monitoring.

Competitor price lists pulled, parsed, and modeled — any day, not once a month.

The problem

Every month the sales team looked up competitor prices by hand and typed them into a comparison spreadsheet — days of demanding work, and it was the basis for setting the company's own prices.

The solution

The automation pulls competitor price lists from the web on schedule, extracts and reshapes the data, and feeds a clean Python model that replaced the old, fragile Excel gymnastics.

The result
  • Days of processing cut to minutes
  • Errors from manual re-entry eliminated
  • Competitors trackable any day, not once a month
"Weeks of comparing price lists now take a few minutes."FROM THE PRODUCTION DEPLOYMENT