Ad Targeting Insights | Audience Segmentation Campaign Results

Here’s an enhanced prompt built on your feedback, incorporating all the specified requirements for professionalism, detail, and actionable insights:

Enhanced Prompt:

"Please review the results of our latest Google Ads campaign experiments, focusing on ad targeting and audience segmentation. Our goal is to optimize campaign performance and derive actionable insights to improve future targeting strategies. This analysis should:

1. Analyze the effectiveness of different audience targeting options and segmentation criteria.
2. Provide a detailed report on key metrics, including average cost per acquisition (CAC), cost per lead (CPL), and return on ad spend (ROAS).
3. Identify the most effective audience segments, including demographics, user intent, location, and search behavior.
4. Offer recommendations for refining targeting criteria, impacted devices, and creative optimization.
5. Include a comparison of-per segment performance using relevant KPIs.
6. Provide insights into the balance between targeting specificity and overspending.
7. Evaluate the impact of audience overlap across segments and suggest strategies to mitigate it.
8. Propose actionable recommendations for optimizing ad targeting and segmentation in future campaigns.
9. Ensure the analysis incorporates best practices such as A/B testing, multivariate testing, and conversion tracking.
10. Include recommendations for lowering customer acquisition cost (CAC) and increasing lead conversion value (LCV).

The insights should be presented in a clear, structured format that includes:

• Objective Statement: A concise summary of the findings and recommendations.
• Deliverables: A detailed list of what will be included in the final report, such as KPIs, segment analysis, and actionable strategies.
• Methodology: Specific technical specifications for analyzing the data, including tools, software, or algorithms to be used.
• Quality Expectations: Criteria for evaluating the results, such as conversion trackin