Aleksandr Mihhailovski

Chtenye · 2023

Educational Platform Redesign

Users couldn’t explain what a single menu item meant.

Overview

Users failed basic navigation — not because of bad design, but because every label was misleading. Ran user testing, rebuilt the taxonomy based on real findings, and designed a scalable UI system.

My role

UX Research, IA, UI Design

Team

Solo designer + client stakeholder

Impact
  • +80% task success rate
  • 12 → 5 categories
Home

Five redesigned pages. Scroll each to explore the full layout.

Navigation task success
+80%
Structure
125 categories
Test
3 users, 3 rounds
01 · Context

A menu that works against its users

Chtenye is a content platform for a popular linguistics YouTuber — a curated library of video courses, lectures, articles, and research papers across linguistics, cultural studies, and related fields.

The site had 12 content categories in the navigation. On paper, that sounds organized. In practice, users couldn’t find anything. The category “What We Do” contained all video content — courses, lectures, interviews. But not a single test participant guessed that. They all expected a mission statement or a description of past projects.

Competitors like Postnauka and Arzamas scored higher on navigation despite similar content volume — they solved discovery through thematic curation, not category multiplication.

Screenshot: Original Chtenye navigation
Original site navigation — before any changes.
Key insight
The navigation wasn’t broken because of bad visual design. It was broken because every label meant something different to the team than it did to users.
02 · Research

Three users were enough

Nielsen Norman Group’s research shows that 5 users uncover 85% of usability problems. I needed only three — the problems were so severe that every participant hit the same walls.

I tested three things: the live site on a tablet, a prototype built from the client’s proposed structure, and my own paper prototype with a different taxonomy. Same tasks across all three: find a Polish language course, locate a research paper, browse out of curiosity.

Three users, three test rounds — fast, cheap, and surprisingly engaging for participants.

Key findings:

  1. 01All three users went to 'Library' looking for video content — and found only text materials. One said 'there was nowhere else to go.' Another considered leaving for YouTube entirely.
  2. 02'What We Do' was universally misread as an about page. Users expected mission statements and project descriptions — not the platform's entire video catalog.
  3. 03Category card drill-downs added 3+ steps before users could even tell they were in the wrong section. A flat filterable list would let them see the mistake in one.
  4. 04Users searched by format (video vs article), not by topic — but the navigation was organized by topic only.
  5. 05'FAQ' was interpreted as technical support ('like Gosuslugi or Yandex Taxi'). Users suggested 'Q&A' as a friendlier alternative.
  6. 06Footer with expanded second-level navigation became an unexpected shortcut — multiple users preferred it over the header for finding deep content.
The goal
Fix the taxonomy before designing a single screen. If users can’t predict what’s behind a menu item, no amount of visual polish will help.
03 · Iteration

Three rounds, three days

Three test rounds, each with a different structure. The live site and the client’s proposed prototype reproduced the same navigation failures — the “What We Do” label fooled every participant.

My prototype renamed it to “Our Content.” Two out of three users got it immediately. But putting raw playlists on the homepage blurred the line with the content page — one user said: “I thought this IS the ‘Our Content’ page.” A quick follow-up round replaced playlists with preview blocks — thumbnail, description, button to the internal page — and the confusion disappeared.

Photo: Paper prototypes used across the three rounds
The mug cat has seen things. Mostly paper prototypes.
Design decision
Three rounds in three days. Each cost nothing but paper and 15 minutes per participant — and prevented building the wrong interface in code.
04 · Structure

Three principles that rewrote the navigation

The research revealed three structural principles:

  1. 01Users search by format (video/article), not by topic. So format filters became the primary navigation mechanism on content pages.
  2. 02Users want to browse, not drill down. Even when given filters, they preferred scrolling through a flat list over making sequential category choices. Every additional click before seeing content delayed their ability to realize they were in the wrong section.
  3. 03Labels must describe what's inside, not what the team calls it internally. 'Library' sounds like books. 'What We Do' sounds like an about page. Renaming based on user mental models solved half the navigation problems before any visual design.

The site map went from 12 overlapping categories to 5 clear entry points, each with a transparent name that users could predict the contents of.

Diagram: Site map — five entry points
Five entry points instead of twelve. Each name tested with real users before implementation.
Key insight
Category cards that force users to choose before seeing any content add steps and delay error recognition. A filterable list lets users see immediately if they’re in the wrong place — and costs them only one step instead of three.
05 · Results

Results

+80% task success rate

Navigation tasks that previously stumped every single participant — finding a video course, distinguishing content types, understanding what a category contains — now completed successfully by 4 out of 5 users.

12 → 5 top-level categories

Each category name validated through testing. Users could predict what's inside before clicking — the primary failure point of the original navigation eliminated entirely.

One filterable system for all content

Replaced category card drill-downs with flat filterable lists. Users see content immediately, can browse freely, and recognize wrong turns in one step instead of three.

After
Before
BeforeAfter
Key insight
The footer with expanded second-level navigation became an unexpected power feature. Multiple users preferred it over the header menu for deep content — especially on long pages where scrolling back to the top felt costly.
06 · Lessons

What I learned

01

Test the words, not the wireframes.

Every navigation problem traced back to a label that meant one thing to the team and another to users. Three tests caught what months of internal discussion missed.

02

Flat lists beat deep hierarchies.

Users preferred browsing a filterable list over drilling down through category cards. Every extra click before seeing content is a click where they might give up.

03

Paper prototypes get more honest feedback.

Low fidelity forced participants to react to structure, not aesthetics. They spoke up more, questioned more, and gave feedback they'd filter out in a polished prototype.