We Asked 81,000 People What They Want From AI

Opening

Dear reader, if someone asked you, “What do you want AI to do for you?” — what would you say?

Most of us would probably reach for “work efficiency” first — auto-sorting emails, drafting reports, organizing data. I’d say the same. But a study Anthropic released last week made me pause. When they asked 81,000 people that exact question, the initial answers looked similar at first. “Professional excellence” came out on top at 18.8%. But then the AI interviewer pushed one step further: “And once that happens, what do you want to do with it?” That’s where the answers changed.

159 countries, 70 languages — the largest multilingual qualitative study¹​ ever conducted, they say. Today I want to walk through three findings from this research, along with what the methodology itself means.

Between the Surface Answer and the Real One

Let’s start with the numbers. These are responses to the question: “If AI could grant any wish, like a magic wand, what would you want?”

• Professional excellence — 18.8% (AI handles routine work, I handle strategic thinking)
• Personal transformation — 13.7% (mentor, coach, emotional support)
• Life management — 13.5% (managing schedules, focus, cognitive load)
• Time freedom — 11.1% (freeing up time for family, hobbies, rest)
• Financial independence — 9.7% (generating income, economic security)
• Social change — 9.4% (solving disease, poverty, climate problems)
• Entrepreneurship — 8.7% (giving a one-person company team-level capability)
• Learning and growth — 8.4% (personalized education, satisfying intellectual curiosity)
• Creative expression — 5.6% (breaking down the barrier between imagination and realization)

Productivity ranks first — no surprise there. What’s interesting is what happened after the follow-up question. The Anthropic Interviewer²​ didn’t stop at “what do you want?” It asked again: “What’s the real hope behind that wish?” And the answers from people who’d ranked productivity first changed completely. One office worker in Colombia said that thanks to AI, they’d become more efficient at their job — and that last Tuesday, instead of finishing more work, they cooked with their mother. A freelancer in Japan said that by spending less mental energy on client problems, they wanted to read more books.

From a go-to-market strategy perspective, this is a textbook case of the gap between surface needs and deep needs. Ask a customer “what do you need?” and they’ll name a feature. But ask “why do you need that?” three times in a row, and an entirely different desire surfaces. AI companies are marketing “30% productivity gains” — but what users actually wanted to do with that 30% was have dinner with their family.

Structurally, roughly a third of all responses wanted AI to create more room in life — time, money, cognitive slack. About a quarter wanted more meaningful work (not escaping work, but elevating its quality). About a fifth wanted to become better people — learning, healing, growing. The rest wanted to create something (creative expression) or fix the world (social change).