Understanding how people work with AI

Survey introduction

AI is changing how people work, create, research and solve problems. But getting AI to do what you actually need isn't always straightforward.

We're interested in understanding your experiences, the challenges you encounter and what could make working with AI more useful.

Whether you're an everyday AI user or just getting started, your perspective matters.

There are no right or wrong answers. We simply want your honest experience.

I usually get the results I’m looking for

I spend time refining prompts to get the result I need

I often have to repeat myself or provide more context.

I struggle to get AI to complete tasks consistently.

I know AI can do more, but I’m not sure how to get there.

Research and information gathering.

Writing, editing and content creation.

Coding, building and technical tasks.

Design, creative work and ideation.

Business operations, marketing and administration.

Data analysis and reporting.

Learning, productivity and everyday tasks.

I create my own prompts and instructions.

I reuse prompts or workflows I’ve saved.

I search online for prompts, templates or tutorials.

I look for tools or solutions that already solve the problem.

I experiment until I find something that works.

I often don’t know where to find a reliable approach.

I’d be very interested. It could help me get more out of AI.

I’d be interested, but I’d need to understand how the skills work.

I’d be interested if I could see proof that the skills deliver useful results.

I’d be concerned about whether the skills work with the AI tools I already use.

I don’t think I’d find much value in it.

I’d prefer free access with optional paid skills.

I’d pay for individual skills whenever I need them.

I’d consider a monthly subscription for access to a library of skills.

I’d prefer different subscription tiers based on access and features.

I wouldn’t pay for AI skills.

I’m not sure yet.