How to Optimize Pricing Strategy with Data

Ensuring you maintain competitive pricing while also maximizing margins requires constant and reliable market intelligence. As competitors adjust pricing strategies and consumers evolve their purchasing patterns, staying informed of changes to category and product pricing is vital.

These are key types of analysis to help you optimize your pricing strategy.

Competitive Pricing & Promotions

Monitoring competitor pricing and promotion is necessary to maintain competitive in your category. By calculating the average sales price (ASP) of products across brands or retailers, you can compare how different categories or items stack up across price bands. Pricing your products in a significantly higher or lower price band than a direct competitor without strong justification may hinder growth.

Basket Affinity

Basket affinity analysis allows you to calculate the number of times a certain category, brand or item is purchased alongside other products. This identifies natural combinations of items that consumers typically buy together, paving the way for strategies, such as product bundling, to make co-purchasing more convenient for shoppers.

Attachment Lag

Attachment lag analysis examines the time interval between a customer's initial purchase and their subsequent purchase of related or complementary products. Similar to basket affinity analysis, this provides deeper insight into products that are commonly purchased together to identify cross-selling opportunities and inform effective product bundling strategies.