Size Flipkart's Television Unit Volume in the Diwali Festive Sale Window
Company: Flipkart
Role: Product Manager
Category: Product / Decision Making
Difficulty: medium
Interview Round: Other
Size Flipkart's color television sales over the Diwali festival in India. The interviewer expects a structured estimate: an equation you can defend, each assumption labeled with a round number, arithmetic that is easy to follow, and a check that the final figure is plausible.
```hint Get to a yearly figure first
Most Indian households that want a TV already own one. Think about what makes a household buy a set in a given year, reach a national yearly number, and only then narrow it to the online channel, to Flipkart and to the festive weeks.
```
### Clarifying Questions
- Should the answer be in units sold or in rupee value?
- Which year, and how long is the window: only the days around Diwali, or the whole festive sale season leading up to it?
- Does it count only new sets sold to consumers in India, or also refurbished TVs and business buyers?
- Since nearly every TV sold today is a color set, does "color TV" simply mean all televisions, smart TVs included?
### What a Strong Answer Covers
- Scope pinned down before any math: units versus value, the festive window, the channel and the geography
- A top-down equation from India's yearly TV purchases to the online share, Flipkart's share of online TV sales and the share that falls in the festive window, with each factor justified
- Labeled round-number assumptions and arithmetic without unit slips between lakh, crore, million and billion
- A sanity check from a second angle, such as the implied daily run rate or the number of households per sale
- The assumptions the result is most sensitive to, and how Flipkart's own data could tighten them
### Follow-up Questions
- How would you convert the unit estimate into sales value, and how do screen size and smart TVs shift the average price?
- Rebuild the estimate bottom-up from the supply side. What would you need to know?
- Which single assumption would you check first with internal data, and why?
Overview: An estimation question asking for Flipkart's color television sales during the Diwali festive period in India. It tests clarifying units, time window and channel, building a top-down equation from households to Flipkart's festive share, keeping the arithmetic clean, and sanity-checking the result.