Shared Prompt Library: Discovery & Reuse Experience Survey

Welcome! This survey explores how you discover, reuse, and benefit from shared prompts in the library. It takes approximately 6–8 minutes to complete. Your participation is completely voluntary and you may stop at any time. There are no right or wrong answers—we are interested in your honest opinions and experiences. All responses are confidential and will be reported in aggregate only. Please click 'Next' to begin.

Have you used one or more shared prompts from the library in the past 30 days?

• Yes
• No

In the last 30 days, how often did you use shared prompts from the library?

• Multiple times a day
• About once a day
• A few times a week
• About once a week
• Less than once a week

Where do you usually find shared prompts you try or reuse? Select all that apply.

• In-product gallery or browse
• Search results
• Home page or recommendations
• From teammates or community
• External links or articles
• Templates or starter packs
• Direct share from a colleague
• Other (please specify)

When you reuse a shared prompt, what do you typically do?

• Use it exactly as-is
• Make small edits (minor wording or parameters)
• Heavily customize it for my context
• Use it as inspiration only
• Other (please specify)

Using shared prompts has improved the quality of my AI outputs.

What one or two improvements would most enhance your experience discovering and reusing shared prompts?

Which best describes your primary role?

• Engineering / Developer
• Data / ML
• Product / Design / UX
• Operations / IT
• Marketing / Sales
• Support / Service
• Education / Research
• Other (please specify)

Thank you for completing this survey. Your feedback will directly inform improvements to the shared prompt library. All responses are confidential and will be reported in aggregate only.

Approximately how many distinct shared prompts did you reuse in the last 30 days?

• 0
• 1–2
• 3–5
• 6–10
• 11–20
• 21 or more

How easy or difficult is it to find a suitable shared prompt when you need one?

After finding a useful shared prompt, which of the following do you typically do? Select all that apply.

• Save or favorite it
• Add to a collection or folder
• Copy into my personal library
• Share it with others
• Follow updates or new versions
• None of the above
• Other (please specify)

Using shared prompts has saved me time compared to writing prompts from scratch.

Based on your survey responses, we'd like to explore your experience with shared prompts in a bit more depth. Please share any additional thoughts about what works well, what frustrates you, or what you'd change—our AI moderator will ask a couple of follow-up questions.

How many people are in your organization?

• 1 (Just me)
• 2–10
• 11–50
• 51–200
• 201–1,000
• 1,001–5,000
• 5,001+

Shared prompts in the library are named clearly enough that I can tell what they do.

Of the last 5 new shared prompts you tried, how many did you end up reusing?

• 0
• 1
• 2
• 3
• 4
• 5
• I haven't tried 5 new prompts yet

Shared prompts have helped me achieve more consistent results across tasks.

Which best describes your organization type?

• Startup
• Small / Medium business
• Enterprise
• Non-profit
• Government
• Education
• Other (please specify)

I can quickly assess whether a shared prompt will produce good results for my task.

Overall, how would you rate the impact of shared prompts on your productivity?

How long have you been using shared prompts?

• Less than 1 month
• 1–3 months
• 3–12 months
• 1–2 years
• More than 2 years

The metadata provided (tags, descriptions, examples) helps me evaluate shared prompts before trying them.

Rank the following barriers to finding shared prompts from biggest blocker (top) to smallest (bottom).

1. Too many results to sift through
2. Search doesn't surface what I need
3. Unclear or inconsistent naming
4. Low or variable content quality
5. Hard to tell if a prompt fits my task
6. Lack of metadata (tags, examples)