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Problem / Context -

Improve view share for Gold program through on app real estates specifically relevant PLP feeds (Search PSTs and collections)

Impact sizing -


Green Marketing Funnel Infographic Graph .png

Collection / Selection pre-requisites -
Identifying Pareto search PSTs and collections
Net search volume / Collection views (Last 2 weeks)
Net conversion / ObySe
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 -


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