# Why do users stop using AI features after the first week?

Because the first week runs on novelty, and novelty is not a job. The demo moment amazes, then the blank prompt box starts asking the user to work. A feature survives when it attaches to something the user already does every week. Most AI features live in their own tab, waiting. Habits do not form in tabs nobody opens.

By Surinder Thakur, AI Product Designer. Published 11 Aug 2026. Updated 1 Nov 2026. Topic: [Getting your team to use it](https://www.surinder.design/work?type=getting-your-team-to-use-it).

## Week 1 runs on novelty.

The install curve looks great. The week 2 curve tells the truth.

The first sessions are exploration: look what it can do. Users do not abandon the AI. They abandon the effort of thinking of a use for it.

## What is the blank box problem?

An empty prompt field is a cost. Every use starts with the user doing the design work: what to ask, how to phrase it.

Suggested actions, 1 tap starts and defaults move that cost from the user to the product. Defaults are the strongest persuasion tool an interface has.

## Where should the AI live?

In the path, not in a tab. An AI tab is a destination, and destinations need reasons. A suggestion inside an existing flow needs none. It meets the user mid-task.

In an internal tool, that means the invoice screen, the approval queue, the onboarding form.

## Why give it a memory?

A feature that remembers last week compounds. Progress shown is the goal gradient at work: people continue what they can see advancing.

Check your own product. Does the AI feature have a trigger in the user's normal week? If not, week 1 was the whole relationship.

## In 1 picture

Novelty fades after week 1. A feature inside the work keeps its users.

- In its own tab: high at first, then falls, from Week 1 to Week 8
- Inside the daily task: holds, from Week 1 to Week 8

An illustration of the shape, not measured data.

## Next questions

- [How do you get a team to actually use a new AI tool?](https://www.surinder.design/work/how-to-get-a-team-to-use-an-ai-tool): Design the first week of use as carefully as the tool.
- [Why do AI apps lose subscribers faster than normal apps?](https://www.surinder.design/work/why-ai-apps-lose-subscribers-faster): Because the wow moment is not a habit. RevenueCat's 2026 data puts AI app annual retention at 21.1%, against 30.7% for everything else.
- [Why does 1 wrong AI answer break trust in my product?](https://www.surinder.design/work/why-one-wrong-ai-answer-breaks-trust): Because trust in software is asymmetric. 10 right answers build it slowly.

Page: https://www.surinder.design/work/why-users-stop-using-ai-features