Users Usually Don’t Wait For Your AI. They Leave

OVERVIEW

I watched what people actually do while AI works. What I saw shows how to build AI products people trust.

ARTIST
Sanjana Patil
Illustrator
Every AI product has a gap. It's the stretch between hitting send and getting an answer, and most products fill it with a spinner, a blinking cursor, or text dribbling in one word at a time.

That gap keeps growing. As AI takes on bigger jobs, the wait stretches from seconds to minutes, sometimes to hours. It's no longer a footnote in the experience. It's a moment you have to design.

I wanted real behavior, not assumptions. So I studied the people closest to me: myself, my coworkers, and my friends. I asked how they wait, when they switch tasks, when they give up, and how they feel about the whole experience. Then I asked them to show me, in the moment, what they do while AI drafts, thinks, or runs a task in the background. Some of them build products for a living. Some just use them.

This wasn't a lab or a panel. It was real people, caught in the act, including me. Treat the patterns below as strong signals, not statistics.

I asked one question from every angle: what fills the gap, and what does that gap do to trust?

What I found πŸ‘€

- Heavy use, middling enthusiasm
Nobody I watched uses AI casually. Everyone reaches for it daily, and most reach for it several times a day.

But when I asked how they felt about the waiting, I got shrugs. "It's fine." Nobody raved.That gap between constant use and lukewarm feelings is your opportunity. I call it an opportunity on purpose. The wait is the user experience.

- Multitasking is the default, not a lapse
Past roughly 30 seconds, people stop watching and start doing. They scroll their phones, check a second AI tool, answer email, or pet the dog. I did all four myself.

For people running longer, agentic tasks, this isn't idle time-killing. It's workflow. They run several AI tools in parallel, flip between tabs, or walk off for coffee while a job runs in the background.
"Tab switching and doom scrolling. That's what I do every single time I wait." A designer friend, describing a typical wait.
- A quiet, stalled AI is the fastest way to lose trust
Length wasn't the biggest trust killer. Ambiguity was. People called a spinner that doesn't move "endless" more than once. A stall with no explanation broke trust faster than anything else, across everyone I watched.

Three things helped: progress bars that visibly move, partial or streaming output, and visible reasoning steps. Several people also asked, unprompted, for a time estimate. Even a rough one would do.
"I always multitask while the agent works. It keeps needing permission to continue, so I keep checking back. Then I look up four hours later and realize it stopped ages ago." A coworker, on losing track of a long-running task.
- Importance buys patience, not politeness
People will wait a long time for something that matters, especially mid-flow on a complex task. They'll abandon a trivial request in seconds if a search engine sits one tab away, still tempting them with the old habit.

The clock barely mattered. The stakes did.
- Power users want the truth, not entertainment
The more sophisticated the person, the less they wanted entertaining. My coworkers and the heaviest users in my circle waved off engagement tricks. They asked for transparency instead. What is the AI actually doing? Can I trust a notification to tell me when it's done?
"I don't like to leave, even when I know it'll take a while. I'm afraid I'll miss something, or never learn how it got to the answer." A friend in research, on watching an AI's reasoning unfold.

What this means for your product

If you design, research, or build AI products, take these four moves:

- Match the moment to the wait. Keep sub-30-second waits simple and honest. An elaborate loading state solves a problem your users don't have yet. Invest in visible progress and reasoning only for longer waits.

- Never go quiet. A silent stall damages trust more than any long wait. Speak up, even if all you say is "Still working. This is taking longer than usual.

- "Design for people to leave. Tabbing away is the default, not a failure. Pour your effort into getting them back with accurate notifications, safe backgrounding, and a way to resume without losing the thread.

- Show your work to your sharpest users. Your heaviest users don't want a show. They want an honest account of what's happening and a system they can trust to say when it's done.

Wrapping it up

Waiting on AI isn't going away. As these tools take on bigger jobs, the wait will claim more of our time, not less. The products that earn trust in that gap won't have the cleverest loading animation. They'll tell the truth about what's happening and let people get on with their lives in the meantime.

If you want this kind of thinking applied to your product, [Mayur Maheshwari / mayur@studioaccorde.com]. Let's design the moment your users spend the most time in.