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Optimization

Dependencies

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1

Roll-out standard recommendations: WELCOME, UP-SELL, CROSS-SELL, RE-BUY

any of the WPO active

considering that either SEARCH/NAVI or at least one recommendation is active, it is quite easy to activate other standard recommendation cases

2

Test on all active widgets :
PCS - Smart Bestsellers

any of the WPO active

Before anything else, we recommend to identify what are the top-performing best-selling algorithms

3

Test on all active widgets :

PCS - Widget Display $Value Self-Learning

any of the WPO active

Quite rapidly, we recommend to optimize the listing ranking / recommendations with Click-Through and Buy-Through self-learning

4

Test on all active widgets :

Visitor Journey Personalization (VJP)

any of the WPO active

Test the effect of real-time personalization on all your widgets

5

Test on all active widgets :
CJP - Collaborative Filtering on Purchases
CJP - Purchases > Collaborative Filtering Bought By the Same Customer

any of the WPO active

Test the effect of purchase-history personalization on all your widgets

6

Test on UP-SELL, CROSS-SELL:
PCC - Context Products > Discovery Tags
PCC - Context Products > Collaborative Filtering Bought/Viewed/Basketed Together

UP-SELL or CROSS-SELL active

Test the effect of smart similarities and cross-selling algorithms on your recommendations on the Product Detail Page and Basket

7

Optimize Search Term Relevance (STR)

SEARCH/NAVI active

right away, you can define different weights on different search fields and after a few months you typically have enough “per search terms” statistics to go beyond the global PCS - Widget Display $Value Self-Learning )

8

Integrate GA4 with BigQuery

data exports & tracker active

Integrate your Data in Boxalino BigQuery Data Science Eco-System

9

Integrate Google Ads with BigQuery

data exports & tracker active

Bringing Ads Data (Google, Facebook, ...) to BigQuery

10

Review and optimize your search performance with semantic filters

SEARCH/NAVI active

11

A/B test layout and label changes

any of the WPO active

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