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Google·Product Manager·Onsite - Product Sense / Strategy·Intermediate

Intermediate
Jun 2026

Summary

Google PM interview with a single estimation question about Instagram's daily post volume. Pretty standard product sense screen, nothing too wild, but these market sizing questions always stress me out more than they should.

Questions Asked (1)

Q1

How many posts are uploaded to Instagram in a single day?

Product Analytics & MetricsProduct Sense & Ideation
Author's notes

I started from monthly active users, tried to segment by how often casual vs.

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AI HintsAI Generated

Suggested Approach

Start by clarifying the scope: are we counting posts (feed, stories, reels) globally or in a specific region? Then structure your answer by estimating the number of daily active users, the percentage who post, and the average number of posts per posting user. Walk through your assumptions logically and sanity-check the final number.

Pro tip: Show product sense by segmenting users into creators vs. consumers and considering different content types (feed, stories, reels) separately, as posting behavior varies widely. Also, mention that the estimate should be directional and that you'd validate with internal data if available.

1. Clarify the question

Ask clarifying questions to define scope: global or specific region? Include all post types (feed, stories, reels, IGTV)? Time period (e.g., average day vs. peak day)?

2. Estimate daily active users (DAU)

Use known figures or estimate: Instagram has ~2 billion MAU, assume ~50% DAU, so ~1 billion DAU. Adjust for region if needed.

3. Estimate percentage of users who post

Not all users post daily. Assume a small percentage are creators (e.g., 10-20%) and the rest are consumers. Consider that some users post multiple times.

4. Estimate average posts per posting user

For those who post, estimate average posts per day. This could vary by content type: feed posts (1-2), stories (multiple), reels (1-2). Sum across types.

5. Calculate and sanity-check

Multiply DAU × % posting × average posts per poster. Compare with known benchmarks (e.g., total posts per day reported by Instagram) and adjust assumptions if needed.

Key Points to Mention

  • Segmentation of users into creators vs. consumers and by content type (feed, stories, reels).
  • Use of known metrics: Instagram's MAU/DAU, average posts per user, etc.
  • Consideration of regional differences (e.g., higher posting frequency in some markets).
  • Assumption that posting behavior follows a power law: a small percentage of users create most content.
  • Sanity-check with public data: Instagram has ~500 million daily story uploads (as of 2019), which can anchor estimates.
  • Acknowledge that the estimate is rough and would be refined with internal data.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.