Introduction
To improve audience targeting for upper-funnel campaigns in Criteo's Consideration Solution, we need to explore innovative features that enhance precision and effectiveness. I'll analyze the current product, identify key user segments and pain points, and propose targeted solutions to address these challenges.
Step 1
Clarifying Questions
Why it matters: This will help us understand the baseline performance and identify areas for improvement. Expected answer: Moderate conversion rates with room for improvement in engagement. Impact on approach: Would focus on features that boost engagement and improve targeting accuracy.
Why it matters: This will inform our approach to developing privacy-compliant targeting features. Expected answer: Mix of first-party data from advertisers and some third-party data, with increasing reliance on first-party data. Impact on approach: Would prioritize solutions that leverage first-party data and explore alternative targeting methods.
Why it matters: This will help us align new features with Criteo's strengths and market positioning. Expected answer: Strong retargeting capabilities, extensive commerce data, and cross-device tracking. Impact on approach: Would focus on enhancing these strengths while addressing any gaps in upper-funnel capabilities.
Why it matters: This will help identify opportunities for more precise targeting features. Expected answer: Basic demographic and interest-based segmentation with some behavioral targeting. Impact on approach: Would explore advanced segmentation features based on intent and predictive modeling.
Tip
At this point, you can ask interviewer to take a 1-minute break to organize your thoughts before diving into the next step.
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