As PM for Messenger API, would you implement more bot features or focus on improving human handover?

Introduction

The trade-off between implementing more bot features or focusing on improving human handover for the Messenger API is a critical decision that will shape the future of our product. This scenario involves balancing automation capabilities with the human touch in customer interactions. I'll analyze this trade-off by examining the product context, potential impacts, key metrics, and experimental approaches to make an informed recommendation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking about the current state of our Messenger API. Could you give me an overview of our bot capabilities and human handover process? Why it matters: Helps understand the starting point for improvements. Expected answer: Basic bot features with some challenges in human handover. Impact: Would influence which area needs more immediate attention.

• Business Context: Based on our revenue model, I assume improving customer service efficiency is a key driver. How does this initiative align with our overall business strategy? Why it matters: Ensures alignment with company goals. Expected answer: Critical for customer retention and operational efficiency. Impact: Would prioritize solutions that directly impact these metrics.

• User Impact: I'm curious about our user segments. What types of businesses are using our API, and what are their primary use cases? Why it matters: Different segments may have varying needs for bots vs. human interaction. Expected answer: Mix of small businesses and enterprises across various industries. Impact: Would tailor the solution to address the needs of our most valuable or growing segments.

• Technical Feasibility: Considering our current architecture, what are the main technical challenges in expanding bot capabilities versus improving human handover? Why it matters: Identifies potential roadblocks or opportunities. Expected answer: Bot expansion might require AI investments, while human handover improvements could involve integration challenges. Impact: Would influence the feasibility and timeline of each option.

• Resource Allocation: How is our team currently structured in terms of AI/bot development versus CX expertise? Why it matters: Determines our capacity to execute on either option. Expected answer: Balanced team with some AI expertise and CX specialists. Impact: Would help decide if we need to hire or reallocate resources for the chosen direction.