Try Prompts in X

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

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

70%

Website to in-app activation rate

99%

Reliability landing users in-app

50%

Reduction in handoff latency

Problem

500K users visited the Copilot Prompt Gallery website (see above) 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.

Prompt Gallery
View Prompt
Copy prompt
Find the
right app
Open Copilot
paste & Submit
Prompt Gallery
View Prompt
Copy prompt
Find the
right app
Open Copilot
paste & Submit
Prompt Gallery
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:


Prompt Gallery
Click "Try in x"
Choose Document
prompt pre-loaded & Submit


Prompt Gallery
Click "Try in x"
Choose Document
prompt pre-loaded & Submit


Prompt Gallery
Click "Try in x"
Choose Document
prompt pre-loaded & Submit

This resulted in:

  • 70% website → in-app activation rate of high intent users

  • 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)


Long Term Impact: This work enabled embedded links to be used in marketing initiatives and blog posts that empowered customers to try custom prompts from anywhere.

Want to learn more?

Want to learn more?

Want to learn more?