Progressive Disclosure is The Design Pattern for AI-Generated Interfaces
Russ takes a look at why, in the age of AI-generated interfaces, the key is to avoid presenting everything to the user at once.
Article Overview
I’ve seen plenty of design trends over the years. In the late 1990s, I used tools like Adobe Dreamweaver to build sites with gradients and glass effects. That style disappeared, then re-emerged with the latest Mac OS. Website designs went flat for a while, and I also remember a wild west phase, a very strange time indeed.
I followed those trends like most young designers; some worked and some ended in redesigns. What never really changed beyond styling were the underlying interface design principles and patterns. One of those patterns is called progressive disclosure, something you have likely used without knowing the name.
This design pattern feels especially relevant now because Google has been granted a patent for dynamically generating landing pages based on user-specific signals. Instead of fully automated generative output, progressive disclosure lets the user control what is presented next, based on their actions.
What is progressive disclosure?
It is simple; do not show the user everything at once. Reveal relevant information step by step as someone interacts. The interface responds to input, showing only what is needed next. Less noise, fewer decisions, clearer and more bespoke journeys. You have probably used it in forms that guide you one question at a time instead of overwhelming you upfront with a multitude of irrelevant fields.
The interface presents a minimal initial state, then resolves components or reveals additional content based on input or interaction. The user drives the content being disclosed, while the system manages complexity behind the scenes. This is not only cleaner but also aligns with modern prompt-driven interactions in Gemini, ChatGPT, and Claude, where users are accustomed to steering results through queries.
Why it matters now
We are moving from fixed experiences to more personalised, AI-generated experiences. The Google patent outlines a system where search engines can build a page for the user in real time, pulling from the query and contextual signals. Interfaces will increasingly adapt generatively, often without our direct control. Without structure, this could quickly become chaotic.
Progressive disclosure is the interaction pattern that turns fully auto-generated outputs into guided, usable experiences.
What happens next
In a world where interfaces are generated rather than designed upfront, it is arguably the most relevant pattern to keep experiences usable and commercially effective. The combination of generative UI (GenUI) and progressive disclosure - what we might call GenUI progressive disclosure - offers a path forward. Users provide intent via prompts, and the interface is generated in a controlled, staged way. A website or app built this way from the start feels like a strong route for the future of AI-driven interface design.