Study: Price volatility basics in EU e-commerce

2 min read

Goal

This study outlines a simple approach to quantify price volatility and detect promo cycles using publicly visible webshop data.

Metrics you can compute weekly

  • Change frequency: number of price changes per SKU
  • Volatility: average % change magnitude
  • Promo cadence: repeat pattern of discount windows
  • Shipping impact: effective total cost vs. sticker price

What this enables

  • Detect categories with price wars
  • Identify “quiet” categories where you can hold margin
  • Understand competitor discount rhythms

Data sources

Only public product pages are required (price, stock, shipping info when visible).

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