Try Prompts in X

Lead PM | Microsoft | Cross-product initiative across 5 partner teams | Fall 2024

Project at a Glance

  • Problem: 500K monthly users visited the Prompt Gallery with high intent, but a 6-step manual workflow caused major drop-off before in-product activation.

  • Action: Led a cross-product initiative across 5 teams to redesign the handoff experience, introducing a one-click “Try in X” flow grounded in funnel analysis and user behavior.

  • Solution: Built and shipped a cross-application infrastructure spanning Copilot Chat, Word, Excel, and PowerPoint, enabling seamless prompt transfer via encoded payloads and parallel app initialization.

  • Takeaway: Demonstrated that removing cross-surface friction can unlock significant growth, while reinforcing the importance of aligning multiple teams around shared user-facing metrics like latency and reliability.

Key Impact Metrics

20%

Website to in-app activation rate

99%

Reliability landing users in-app

50%

Reduction in handoff latency

50%

Reduction in handoff latency

gif of product experience
gif of product experience
Problem

500K users visited the Copilot Prompt Gallery website every month, but the traffic lead to a dead end.

Users had to manually copy prompts, navigate to the correct Microsoft 365 app, and paste before submitting, a 6-step workflow with significant drop-off at each stage.

Visit Site
View Prompt
Copy prompt
Find the
right app
Open Copilot
paste & Submit
Visit Site
View Prompt
Copy prompt
Find the
right app
Open Copilot
paste & Submit
Visit Site
View Prompt
Copy prompt
Find the
right app
Open Copilot
paste & Submit

Prompt usage was a leading indicator of Copilot retention: users who tried prompts were 70% more likely to return. That made the funnel drop-off a direct retention and growth problem.


Solution

I led a cross-product initiative to transform the Prompt Gallery website from a static content site into an interactive activation surface by introducing a one-click “Try in X” experience.

Each prompt got a "Try in X" button that opened the right app (Copilot Chat, Word, Excel, or PowerPoint) in a new tab with the prompt pre-populated — ready to add context and submit (see cover image above)

The solution reduced the user journey from 6 steps to 4:

Visit Site
View Prompt
Click "Try in x"
prompt pre-loaded & Submit
Visit Site
View Prompt
Click "Try in x"
prompt pre-loaded & Submit
Visit Site
View Prompt
Click "Try in x"
prompt pre-loaded & Submit

This resulted in:

  • 20% website → in-app activation rate

  • 99% reliability in landing users in-app

  • 50% reduction in latency (time from click to seeing the prompt pasted)

  • Established a scalable foundation for future cross-surface experiences


My Role & Takeaways
  • Led a cross-functional initiative across 5 product and engineering teams to align on a shared goal of reducing cross-application friction (Cross-Functional Leadership, Product Ownership)

  • Influenced partner teams to prioritize latency and reliability as user-facing product metrics, not just engineering concerns (Stakeholder Management, Systems Thinking)

  • Diagnosed and resolved performance bottlenecks by instrumenting the handoff flow and parallelizing app initialization, reducing latency by 50% (Analytical Thinking, Technical Collaboration)

  • Advocated for user trust by prioritizing 99% reliability and addressing edge cases like read-only file failures (User-Centric Decision Making, Quality at Scale)

  • Navigated tradeoffs by prioritizing activation over feature expansion (e.g., no auto-submit, no desktop support) to maximize speed and impact (Product Judgment, Prioritization)




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