Digital Advertisement Effectiveness and Conversion Rate Analytics Platform
Tinymart Global Private LimitedRetail Analytics / Market Research / Business Intelligence / Geospatial Analytics / Strategic PlanningProject Objectives:
To design a market research system that evaluates the effectiveness of digital advertising campaigns by analyzing impressions, click-through rates, and conversion metrics. The system aims to optimize advertising strategies and maximize return on investment using performance analytics.
Project Tasks:
Collect sample digital marketing campaign dataset.
Clean and organize advertising performance metrics.
Calculate KPIs such as CTR, CPC, CPA, and ROI.
Perform comparative analysis across multiple campaigns.
Identify high-performing channels and demographics.
Use regression models to analyze factors influencing conversions.
Visualize campaign performance trends over time.
Conduct A/B testing simulation for ad variations.
Analyze budget allocation efficiency.
Identify underperforming campaigns and suggest improvements.
Build interactive dashboards for campaign monitoring.
Prepare a final performance optimization report with insights.
