Problem / Context -
Improve view share for Gold program through on app real estates specifically relevant PLP feeds (Search PSTs and collections)
Impact sizing -
Collection / Selection pre-requisites -
Identifying Pareto search PSTs and collections Net search volume / Collection views (Last 2 weeks) Map these PSTs and collections relevant to Gold portfolios Use the collection to catalog’s category distribution for collections to understand if base portfolio is relevant to Gold (Or portfolios Gold is active in) Use the PST to category mapping if available Filter for PSTs / Collections relevant to Gold or part of Gold portfolios Prioritisation of key PSTs - We look to push relevant Gold PSTs / Collections with High traffic (80%-90% weight) Relatively decent intent (10%-20% weight) Tower creation consolidating relevant PSTs and collections Eg - bandani Saree / bandhani / Saree bandani / Low priced Bandhani Saree etc can all be clubbed as Bandhani tower - Think of substring regex approaches and then would need careful manual vetting from category Tower should be mapped to base SSCAT (L4 taxonomy ID) Selection mapping to PST / collection tower Mapping Gold catalogs per PST / collection tower Filter Gold catalogs from within the SSCAT for the tower Use taxonomy-attribute-store / / Product.description for basic filters For cases where we don’t get >=20 catalogs per tower Add more Gold catalogs from within the category Minimum catalogs needed would be 20
Experiment setup details -