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Product Management Root Cause Analysis Question: Investigating low adoption rates for Exotel's click-to-call feature
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Nextsprints

Updated Jan 22, 2025

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Why has customer adoption of Exotel's new click-to-call feature been 50% lower than projected since its launch 3 months ago?

Data Analysis Problem Solving Strategic Thinking SaaS Telecommunications Customer Service
Root Cause Analysis Feature Adoption SaaS Customer Engagement API Integration

Introduction

Exotel's click-to-call feature adoption falling 50% short of projections over the past quarter is a critical issue that demands immediate attention. To address this challenge, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the adoption rate, I'm wondering about the initial projections. Were these based on similar feature launches or market research? Understanding the basis for our expectations is crucial.

Why it matters: It helps determine if the issue lies with the feature itself or unrealistic projections. Expected answer: Projections were based on similar feature launches in the past. Impact on approach: If projections were unrealistic, we'd need to reassess our forecasting methods.

  • Considering user segments, I'm curious about the adoption rates across different customer types. Have we seen variations in adoption between enterprise and SMB customers?

Why it matters: It could reveal if the issue is specific to certain user segments. Expected answer: Enterprise adoption is lower than SMB adoption. Impact on approach: We might need to tailor our approach for different customer segments.

  • Thinking about the feature itself, I'm wondering if there have been any reported technical issues or bugs since launch. Has our support team received an increase in related tickets?

Why it matters: Technical issues could be a major barrier to adoption. Expected answer: A few minor bugs were reported but quickly resolved. Impact on approach: If significant issues exist, we'd prioritize technical fixes.

  • Reflecting on the launch strategy, I'm curious about our marketing and education efforts. How extensively was the new feature communicated to existing and potential customers?

Why it matters: Lack of awareness could be a key factor in low adoption. Expected answer: Marketing efforts were limited due to resource constraints. Impact on approach: We might need to boost our communication and education strategies.

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