E-commerce, retail and D2C
Ajio Category Manager Interview: Rounds, Questions and Preparation
For Category Manager roles at companies like Ajio
What the job involves
A Category Manager in e-commerce or D2C owns a product category's P&L, assortment, pricing, and promotions. Day to day, they analyse sales and customer data, negotiate with brands and suppliers, plan campaigns with marketing, and manage inventory to hit revenue and margin targets. At a fashion e-commerce company like Ajio, this means curating trends, managing brand relationships, and optimising the online shopping experience for a category such as ethnic wear or footwear.
Role and Technical Knowledge
- 1
How would you calculate the gross margin for a category, and what factors can erode it?
Explain gross margin as (revenue - cost of goods sold) / revenue. Mention factors like discounts, returns, shipping costs, and markdowns that reduce it.
- 2
What is sell-through rate and why is it important for a category manager?
Define it as units sold divided by units received, usually over a period. Explain that it indicates demand and helps decide reorders, markdowns, and assortment changes.
- 3
Explain the difference between GMV and net revenue in e-commerce.
GMV is total merchandise value sold before returns and discounts; net revenue is what the company actually keeps after returns, discounts, and cancellations. Show why both matter.
- 4
How would you decide the ideal assortment mix for a fashion category?
Talk about balancing breadth (variety) and depth (stock per style), using data on customer preferences, trends, and competitor gaps. Mention range architecture like good-better-best.
Practical Scenarios
- 5
A category's sales are declining month on month. How would you diagnose and fix it?
Break down metrics: traffic, conversion, average order value, returns. Check if it is a product, pricing, promotion, or inventory issue. Propose a test-and-learn plan.
- 6
You have to plan a festive season sale for your category. What steps would you take?
Cover demand forecasting, inventory planning with suppliers, pricing and discount strategy, marketing coordination, and post-sale analysis. Mention key festivals relevant to the category.
- 7
A key brand wants to increase its margin, but that would raise your selling price. How do you handle it?
Discuss negotiating for better terms, exploring alternative suppliers, or justifying a price increase with value-added services. Show balance between brand relationship and category profitability.
- 8
How would you reduce return rates in a fashion category?
Suggest better size charts, customer reviews with photos, accurate product descriptions, and quality checks. Mention analysing return reasons to target fixes.
Behavioural and Situational
- 9
Tell me about a time you had to persuade someone to adopt your idea.
Use STAR format: situation, task, action, result. Highlight data, empathy, and persistence. Relate it to influencing a supplier or teammate.
- 10
Describe a situation where you had to work under a tight deadline with limited resources.
Show prioritisation, time management, and staying calm. Quantify the outcome if possible, like meeting a launch date.
- 11
Give an example of a time you failed and what you learned.
Choose a real failure, take ownership, and focus on the lesson and how you applied it later. Avoid blaming others.
- 12
How do you handle feedback that you disagree with?
Show openness, ask clarifying questions, and evaluate the feedback objectively. Mention a time you incorporated feedback to improve.
HR and Motivation
- 13
Why do you want to be a category manager in e-commerce?
Connect your interest in retail, data, and consumer behaviour. Mention the dynamic nature of e-commerce and the ownership of a P&L.
- 14
What do you know about our company's category strategy?
Research the company's key categories, target audience, and recent initiatives. Show how your skills align with their focus.
- 15
Where do you see yourself in five years?
Show ambition to grow into a senior category or business role. Emphasise learning and taking on larger responsibilities.
- 16
How do you keep up with trends in fashion and e-commerce?
Mention following industry reports, social media, competitor apps, and shopping online. Show genuine curiosity.
Ready to try it for real?
Take a timed test or talk through a mock interview for this role, then see your scores.
This is practice material for Category Manager roles, written with AI. It is not a list of questions Ajio or any other company has asked.