X We know occassion-based bundling works, but various players utilise different types of bundles: virtual or pick ‘n mix. Do shoppers prefer ease or choice? For institutional use only 22 Insight / need Question / Hypothesis What type of bundle drives a higher conversion for the same occasion [breakfast]: pick ‘n mix or a virtual bundle? Set-up Control vs. A/B/C/Etc. A: fixed breakfast bundle: yoghurt, muesli, blueberries B: pick ‘n mix with various muesli & fruit options Data requirements • # sold items per day of active campaigns • % uplift compared to week before • % uplift per week - 2 weeks after active campaigns • %CTR (clicks on banner/visibility) • %ATR (add to carts from banner/visibility) • % uplift in average share of category 4w prior to campaign and two weeks after vs. during campaign • % uplift in share of baskets before vs. after campaigns • # of customers buying the deal • List of top 10 frequently bought together products from Arla Assets needed Banners Own category on site Stakeholders eCom shopper marketeer KAM Custormer Timeline - Results A vs Control = Impact B vs Control = Impact Conclusion Experiment Use Case A/B Test on Bundling Experiment set-up Create Assets Go-Live Wk 34 w35 W37-38 Receive and Analyse results Wk 42 Evaluation Wk 43 Illustrative purposes only