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October 10, 2025

Geo-Personalized Ranking: Unlocking Regional Conversion Gains

Retailers operating in multiple regions often default to one ranking algorithm for all markets. The upside is obvious: more data to train on, simpler infrastructure, and consistent experiences across geographies.

Adapting Ranking Models to Short-Term Sales Behavior

This post was written in collaboration with Valery Bezrukova, VP Product at Constructor.

October 10, 2025

Geo-Personalized Ranking: Unlocking Regional Conversion Gains

Retailers operating in multiple regions often default to one ranking algorithm for all markets. The upside is obvious: more data to train on, simpler infrastructure, and consistent experiences across geographies.

Adapting Ranking Models to Short-Term Sales Behavior

This post was written in collaboration with Valery Bezrukova, VP Product at Constructor.

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Geo-Personalized Ranking: Unlocking Regional Conversion Gains

monica vinader Geo-Personalized Ranking

Adapting Ranking Models to Short-Term Sales Behavior

Adapting Ranking Models to Sales Behavior: Experimenting with CTR-Based Signals

Blurred Curiosity: How a Retailer’s Labeling Mishap Sparked Unintended Engagement

How a Retailer’s Labeling Mishap Sparked Unintended Engagement

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