Results
The analysis revealed that audiences exposed to both DSP and SP demonstrated:
The analysis revealed that audiences exposed to both DSP and SP demonstrated:
3.6-4.6 times higher ROAS
3.6-4.6 times higher ROAS
compared to SP-only audiences.
compared to SP-only audiences.
Additionally, the highest conversion rate was attributed to DSP-initiated ads, accounting for 71% of all purchasers.
Notably 75% of sales were completed via conversion, indicating proactive research behavior among users before making a purchase.
MTA Based Budget Allocation:
A Multi-Touch Attribution (MTA) analysis using Markov Chain modeling demonstrated that by increasing the proportion of the DSP advertising budget to 64%—while keeping the total budget constant—total sales could potentially rise by 44.5%.