Setting Strategy and a Roadmap for Proactive Help in Gemini
Company: Google
Role: Product Manager
Category: Product Design & Strategy
Difficulty: medium
Interview Round: Other
You are the product manager responsible for proactivity in Gemini, Google's AI assistant: help that Gemini offers on its own, before the user asks. How would you work out the strategy and the path forward?
```hint Price the interruption
Every unprompted suggestion spends the user's attention and some of their trust. Think about how you would find the moments where acting early is clearly worth that cost, and what evidence would show you where those moments are.
```
### Clarifying Questions
- Which surfaces are in scope: the Gemini app, Gemini as the assistant on Android phones, Gemini inside Workspace apps such as Gmail and Docs, or all of them?
- Does proactivity cover only suggestions and reminders, or may Gemini also act for the user, for example drafting a reply or moving a meeting?
- What does leadership want most from proactivity: more habitual use of Gemini, better retention, or differentiation from competing assistants?
- Which personal signals may it use (email, calendar, location, what is on screen), and under what consent model?
### What a Strong Answer Covers
- A precise definition of proactivity and the user problem it solves, tied to Gemini's goals and Google's strengths
- A discovery plan grounded in evidence, such as recurring user requests and research on when people welcome an interruption
- A way to choose use cases that weighs value, confidence in the prediction, the cost of being wrong and privacy sensitivity
- A phased roadmap from low-risk suggestions toward actions, with user control and consent at each step
- Metrics that measure usefulness rather than raw engagement, with guardrails for annoyance and opt-outs
### Follow-up Questions
- Proactive suggestions raise daily use, but the share of users turning them off keeps climbing. What do you do?
- How do you decide when Gemini should take an action itself rather than suggest it?
- A competitor launches an assistant that acts far more aggressively on users' behalf. Do you change your roadmap?
Overview: A Google product manager strategy question about leading proactive features in Gemini, where the assistant offers help before being asked. It tests how the candidate defines the opportunity, discovers and prioritizes use cases, manages trust and privacy, and sets a phased roadmap with metrics.