Geo-testing has emerged as a powerful methodology for marketers seeking to gain causal insights into the effectiveness of their media spend. In an age where every marketing dollar matters, geo-testing provides the clarity needed to refine strategies and optimize budgets. Here’s a comprehensive step-by-step guide to integrating geo-testing into your marketing strategy, ensuring you maximize its potential.
Step 1: Understand the Types of Geo Tests
Before integrating geo-testing into your strategy, it's important to grasp the two main types of geo tests:
1. Holdout Tests:
- Purpose: Determine the incremental lift of current media spending.
- How It Works: Media is turned off in selected geographic regions (holdout regions), while other regions continue with business-as-usual spending.
- Use Case: Measure the incremental impact of your current marketing tactics.
2. Scale Tests:
- Purpose: Measure the potential return of increasing media spend.
- How It Works: Increase spend in specific geographic regions (test regions) while maintaining the standard spending level in other regions (control regions).
- Use Case: Determine if additional investment in a particular marketing channel yields a positive ROI.
Step 2: Define Your Test Objectives and Hypotheses
Clearly outline your goals and hypotheses to determine what you want to learn from the test.
Example Objectives:
- Measure the incremental impact of social media ads on overall sales.
- Determine the optimal level of investment in non-brand search.
- Evaluate whether increasing email marketing spend leads to higher revenue.
Formulate Hypotheses:
- "Increasing Facebook ad spend by 50% will increase conversions by 20%."
- "Scaling Google search ads in non-brand keywords will double the ROI."
Step 3: Select Test and Control Locations
Choosing the right geographic regions is critical for accurate testing.
Key Criteria for Selection:
- Similarity: Ensure regions are similar in demographics, economic conditions, and historical performance.
- Market Size: Select regions with enough volume to generate statistically significant results.
- Isolation: Minimize cross-regional media exposure to maintain data purity.
Finding Comparison Cities:
- Use demographic, behavioral, and economic data to identify regions similar to your test region.
- Leverage tools like Stella, which can automatically analyze and suggest comparable regions.
Step 4: Design Your Test Framework
1. Duration:
- Holdout Tests: Run for a minimum of two to four weeks to observe meaningful trends.
- Scale Tests: Allow a longer timeframe (4-8 weeks) to capture the full impact of increased spending.
2. Group Assignment:
- Assign regions randomly to test and control groups to avoid selection bias.
- Ensure the control group remains isolated from the marketing activity.
Step 5: Launch the Test
Execute your geo-testing plan:
- Holdout Tests: Turn off media spending in holdout regions.
- Scale Tests: Increase media spend in test regions while maintaining standard levels in control regions.
Step 6: Monitor and Adjust in Real-Time
- Track the performance of both test and control regions throughout the test period.
- Adjust spending as necessary to ensure statistical significance.
Step 7: Analyze the Results
After completing the test period, compare the results of the test and control groups.
Key Metrics to Analyze:
- Incremental Lift: (Test Group Conversions - Control Group Conversions) / Control Group Conversions
- Incremental ROI (iROI): Incremental Revenue / Incremental Ad Spend
Step 8: Apply Insights and Optimize Strategies
Translate your findings into actionable strategies:
For Positive Results:
- Scale Up: Increase spend in regions/channels where the test showed positive ROI.
- Replicate: Apply the same strategy to other regions with similar demographics and behaviors.
For Negative Results:
- Reallocate: Shift budget to more effective channels or regions.
- Refine Strategy: Adjust messaging, targeting, or frequency based on insights.
Step 9: Test Frequently and Continuously Improve
Testing is not a one-time activity. Regularly conduct geo tests to account for dynamic market conditions such as:
- Seasonal fluctuations.
- Competitor activities.
- Changes in portfolio mix.
By testing frequently, you can stay ahead of market trends and refine your marketing strategy for optimal impact.
Conclusion
Geo-testing is a valuable investment in your marketing strategy, offering deep insights into the causal impact of media spend. By following this step-by-step guide, marketers can confidently integrate geo-testing into their strategy and optimize their media budget for maximum ROAS. Tools like Stella can further streamline the process, ensuring that your geo-testing efforts are efficient and data-driven.
Ready to take that next step with your paid media program? Schedule a demo with Stella today and discover how you can make smarter media investments.