Step 1: Define Your Conversion Event
Before assigning credit, it is essential to identify the conversion event that aligns with your business objectives. This event could be a purchase, lead generation, app installation, or any other action that you consider valuable. Clearly defining your conversion event will provide a clear focus for the credit assignment process.
Step 2: Choose the Credit Assignment Model
Now that you understand your conversion event, it’s time to select a credit assignment model. There are various models available, including last-click, first-click, linear, time decay, and position-based, among others. Each model has its strengths and weaknesses, so choose one that suits your business and goals.
Step 3: Gather Data from Various Channels
Collecting data from different channels is vital to accurately assign credit. Use analytical tools like Google Analytics, Adobe Analytics, or any other platform that tracks your marketing efforts. Ensure your data includes comprehensive information about each user’s journey, touchpoints, and interactions with your marketing channels.
Step 4: Analyze User Journeys and Touchpoints
Now that you have gathered the necessary data, it’s time to analyze user journeys and touchpoints. Identify all the marketing channels that contributed to a user’s journey leading to a conversion. Look at every touchpoint, including social media, email campaigns, paid ads, organic search, and more. This analysis will help you understand the impact of each touchpoint on your conversion event.
Step 5: Assign Credit to Each Touchpoint
Based on your chosen credit assignment model and the insights gained from analyzing user journeys, assign credit to each touchpoint. If using the last-click model, credit the touchpoint that led directly to the conversion. For the linear model, distribute credit evenly across all touchpoints. Adjust credit assignment based on your model and the impact of each touchpoint on conversions.
Step 6: Test and Optimize Your Approach
Once you have assigned credit, it’s crucial to continuously test and optimize your credit assignment approach. Keep collecting data, analyze it regularly, and refine your credit assignment processes accordingly. Experiment with different models, evaluate their impact, and fine-tune your approach to maximize the effectiveness of your marketing efforts.
Performing credit assignment is a fundamental step in understanding the impact of your marketing channels on conversions. By carefully defining conversion events, selecting appropriate credit assignment models, gathering comprehensive data, analyzing touchpoints, and assigning credit accordingly, you can make informed decisions to enhance your marketing strategy. Remember, continuous testing and optimization are essential in achieving optimal credit assignment. So go ahead, follow this step-by-step guide, and unlock the power of credit assignment for your business!