. ALGO · UX Design · Product Design · 2025
⭐ People's Choice Winner · University of Sydney

What if your social media feed came with
a nutrition label? · ALGO

ALGO is a speculative iOS app that reimagines our relationship with social media algorithms. Like Spotify Wrapped for your feed, built for agency. Built in 48 hours at SUEDE Designathon 2025 with a team of five.

ForUSYD SUEDE Society
RoleInteraction Designer · Researcher
DeliverableHi-fi Prototype
ToolsFigma · Rapidata.io
TeamVijaya · Kavya · Naman · Shraddha · Supriya
Duration48 hours
Year2025
↗ Try it out

Social media platforms know more about your mood than your friends do. They just never tell you. ALGO asks what happens if they did.

46%
of Australians
18-24 use social media
as primary news source
10hrs
average weekly social media
use for Gen Z,
highest of any group
21
interviews conducted
across 3 platforms
in 48 hours
83%
A/B test votes
for our design
over the alternative

Awareness without control

Young Australians are digitally aware but feel powerless. They know algorithms shape their feeds, they can feel it, but have no language for it and no tools to push back.

The more users understand they are being manipulated, the more helpless they feel. Awareness alone is not empowerment.

"I know the algorithm decides what I see, but I don't really get how? Sometimes I just wish I had more control, instead of scrolling past the same kind of posts every day."

· Matt, 21, University Student, Melbourne
The paradox
Users know their actions influence the algorithm, but feel powerless.
One wrong click can ruin the feed. They want transparency, but nobody is offering it.

20+ surveys. 21 interviews.
One clear finding.

We ran speed interviews across 21 participants and a survey of 23 respondents in under 48 hours. Three patterns came up again and again.

Insight 01
Awareness without control
Users know their actions influence the algorithm but feel powerless. One wrong click can ruin the feed, and that frustration builds into avoidance.
Insight 02
Curiosity for transparency
Strong interest in seeing how the algorithm works: categories, stats, breakdowns of why content appears. This reflects a desire for fairness, not just information.
Insight 03
Desire for balance and agency
Users want to filter or separate entertainment from heavy content, avoid bias, keep feeds aligned with their mood. They want control without having to become a media analyst.
Insight 04
Too much, too fast
Seeing too much questionable content leads to switching off entirely. It is easier to scroll past than to think.
Primary research · interview synthesis and survey snapshots from the designathon

Borrowed from the supermarket

We treated the nutrition label as the metaphor: make the invisible legible. Early sketches tracked consumption, reels, and the human cost of endless personalisation. That thread became ALGO.

Landscape · ideation wall

Three features. One goal: agency.

Feature 01
Algorithm Wrapped
A story-like summary of your feed habits, top themes, and engagement. Like Spotify Wrapped, but for your digital diet. Makes the invisible legible and shareable.
Feature 02
Content Mode Toggles
Three modes to control your feed: Learn (credible sources), Relax (light entertainment), Explore (diverse opposing viewpoints). User choice, not algorithmic default.
Feature 03
Algorithm Dashboard
A visual map of your top topics, biases, and gaps. What you are seeing and what you are missing. Highlights the perspectives your feed is hiding from you.
Self-hosted reel · Wrapped, modes, and dashboard

A/B tested with 100 real responses

We used Rapidata.io to run real-time A/B testing during the designathon. 100 participants, two design directions tested at the same time. The results were clear.

83%
Version A · our design · colourful gradient UI with warm cards
17%
Version B · minimal dark · monochrome alternative
Rapidata · usability and visual-interest splits in one board

What we learned about designing for empowerment

The most surprising thing we found: users don't want to understand algorithms. They want to feel in control. Those are different things. Understanding something doesn't make you feel less powerless, agency does.

Transparency, when made playful and legible, lands differently than a lecture about media literacy. That felt good to learn.

Current frustration vs improved experience
Takeaway
Agency does what awareness cannot. Users don’t want to understand algorithms. They want to feel in control. These are different things.