How MX Player Grew Revenue Through GEO & Device Floor Price Optimization
A closer look at floor pricing across GEOs and devices turned underserved Tier 2 and Tier 3 markets into a strong new revenue stream.
The Challenge
When we started working with MX Player, the publisher had a single floor price applied across all GEOs and devices. While this approach worked reasonably well for Tier 1 markets, it created challenges for Tier 2 and Tier 3 regions, where advertiser demand and bid values were naturally lower.
As a result, a large portion of ad requests remained unfilled, leading to lower fill rates and missed revenue opportunities.
Understanding the Opportunity
To identify the root cause, we conducted a detailed analysis of inventory performance across different GEOs and device types. The analysis revealed that the floor price was set too high for several Tier 2 and Tier 3 markets, preventing many demand partners from participating in the auction. This highlighted an opportunity to optimize floor pricing based on market demand rather than using a single pricing strategy across all inventory.
Our Approach
Based on these insights, we recommended implementing GEO-wise and device-wise floor price segmentation instead of maintaining a single floor price. Lower floor prices were introduced for Tier 2 and Tier 3 GEOs while maintaining premium pricing for Tier 1 markets.
This allowed more demand partners to compete for impressions while preserving higher CPMs where demand was strong.
Implementation
The publisher implemented the recommended GEO and device-level floor price strategy. After deployment, we continuously monitored bid density, fill rate, CPM, and overall revenue to evaluate the impact of the changes. Regular optimization ensured that floor prices remained aligned with market demand and inventory performance.
The Results
The optimization delivered significant improvements across key monetization metrics. Daily revenue increased from approximately $500 to $1,600, over 3x growth. Bid density increased, with more advertisers participating in auctions, and fill rate improved as previously unfilled inventory became monetizable — while CPMs remained healthy throughout.
Key Takeaway
This project showed that a single floor price rarely fits every market. The segmented floor pricing strategy unlocked demand from Tier 2 and Tier 3 markets that had previously been underserved, turning inventory that was going unfilled into a healthy, growing revenue stream.