Introduction
Determining the trade-offs between showing a friend's fundraiser or the event they're going to/created is a critical decision for the notifications product. This scenario involves balancing user engagement, social connections, and potential revenue streams. I'll analyze this trade-off by examining user behavior, business impact, and technical considerations to develop a data-driven recommendation.
Analysis Approach
I'd like to outline my approach to this trade-off analysis and ensure we're aligned on the key areas I'll be focusing on.
Step 1
Clarifying Questions (3 minutes)
- Why: Understanding baseline performance helps assess potential impact.
- Hypothetical answer: Fundraiser notifications have a 5% click-through rate, while event notifications have a 12% click-through rate.
- Impact: Higher event engagement might suggest prioritizing event notifications.
- Why: Ensures decision aligns with business goals.
- Hypothetical answer: Events generate revenue through ticket sales and sponsorships, while fundraisers rely on donations with a small platform fee.
- Impact: May influence prioritization based on revenue potential.
- Why: Identifies key user groups affected by this decision.
- Hypothetical answer: Younger users (18-34) are more active in events, while fundraisers see broader age range participation.
- Impact: Could inform targeted notification strategies.
- Why: Determines feasibility of sophisticated solutions.
- Hypothetical answer: Current system allows for basic user preference settings but lacks real-time personalization capabilities.
- Impact: May limit immediate implementation of complex notification algorithms.
- Why: Helps prioritize short-term vs. long-term solutions.
- Hypothetical answer: Major system updates are planned quarterly, with the next window in 2 months.
- Impact: Influences whether to focus on quick wins or more comprehensive changes.
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