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Competitor Tracking

Problem

Leadership couldn't tell if:

  • Rival prices were accurate
  • Inventory claims were true

What shipped

Scrape competitor sites and document changes

  • 10+ dealerships tracked
  • Flags price changes, relistings, new listings and sold cars
  • Tracks how long each car took to sell
Bugs I squashed1
  • A retry loop burned through the scraping budget. Now failed scrapes stop and error.

Outcome

Managers see what cars competitors sell and how fast.

Added vs sold rate

Vehicles added and sold per month

102030405060AprMayJunJulAugSep
AddedSold

Demo data. Specific vehicle names are hidden.

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