Kredivo India Product Manager Interview: Rounds, Questions and Preparation

What the job involves

As a Product Manager in neobanking, lending, or insurtech, you will define and launch features that help users access credit, manage money, or buy insurance digitally. Day to day, you will talk to users, work with engineers and designers, analyse funnel data, and coordinate with risk, compliance, and business teams to ship improvements. At fast-growing firms like Kredivo India, you will often own a small product area end to end, from problem discovery to post-launch metrics.

Role and sector knowledge

1. 1

   Walk me through the user journey of a first-time borrower on a digital lending app like Kredivo India.

   Cover onboarding, KYC, credit assessment, loan offer, disbursal, repayment, and collections. Mention where friction or drop-off can happen and how a PM might improve it.

2. 2

   What are the key differences between a neobanking product and a traditional bank product from a PM's perspective?

   Focus on speed of iteration, digital-only distribution, lower cost to serve, partnership models, and reliance on APIs and data. Avoid listing only features.

3. 3

   How would you explain the concept of a credit line versus an instalment loan to a non-technical stakeholder?

   Use simple examples: a credit line is like a reusable wallet limit, an instalment loan is a fixed amount repaid over set periods. Show clarity and customer empathy.

4. 4

   What product metrics would you track for an insurtech app selling micro-insurance policies?

   Mention policy issuance rate, claim ratio, renewal rate, average premium, and customer acquisition cost. Explain why each matters for product health.

Practical product scenarios

1. 5

   You notice that 40 percent of users drop off at the KYC step in a lending app. How would you diagnose and fix this?

   Break the funnel, check device or network issues, document mismatch, and user confusion. Propose A/B tests for simpler forms, better error messages, or alternate KYC methods.

2. 6

   A new RBI guideline requires additional disclosure before loan disbursal. How do you incorporate it without hurting conversion?

   Show compliance awareness, then suggest user-friendly design: plain-language summary, progressive disclosure, and testing different placements. Balance legal need with UX.

3. 7

   You have to prioritise between building a referral feature and improving the repayment experience. How do you decide?

   Use a framework like RICE or impact vs effort. Link to business goals: referral drives acquisition, repayment drives retention and lower defaults. Justify with data or assumptions.

4. 8

   Design a simple feature to help users avoid missing their EMI due date.

   Think reminders, auto-debit setup, grace period visibility, and flexible repayment options. Mention how you would measure success through on-time payment rate.

Guesstimates and analytics

1. 9

   Estimate the number of digital lending app users in India who might need a small-ticket loan each month.

   Segment by urban internet users, age groups, and income levels. State assumptions clearly and arrive at a reasonable range, not a single number.

2. 10

   If your app has 1 million monthly active users and a 2 percent conversion to loan applicants, how many loans would you expect?

   Calculate 20,000 applicants, then factor in approval rate and disbursal rate. Explain that actual loans depend on credit policy and drop-offs.

3. 11

   You see that average loan size is falling but number of loans is rising. What could be happening and what would you do?

   Possible reasons: new customer segment, stricter underwriting, or product change. Suggest checking cohort data, risk metrics, and whether it aligns with strategy.

4. 12

   How would you measure the success of a new insurance micro-policy launched for gig workers?

   Look at adoption rate, claim frequency, claim settlement ratio, renewal rate, and customer feedback. Also consider social impact and partner distribution channels.

Behavioural and HR questions

1. 13

   Why do you want to be a product manager in fintech rather than a general tech company?

   Show genuine interest in financial inclusion, credit access, or insurance penetration. Connect personal motivation to the sector's challenges and impact.

2. 14

   Tell me about a time you worked with a team to solve a problem under a tight deadline.

   Use STAR format. Highlight your role, how you prioritised, communicated, and what you learned about teamwork in a fast-paced environment.

3. 15

   Describe a situation where you had to convince someone with data or logic.

   Pick a college project or internship example. Show how you listened, presented evidence, and reached a decision without conflict.

4. 16

   How do you handle feedback or failure in a project?

   Be honest about a mistake, what you learned, and how you improved. Show self-awareness and willingness to iterate, which is key in product roles.