Advance Gym Appwith AR Tutorials

Conceptual project developed as part of a UI/UX design course.
Hypotheses are yet to be validated through user testing.

Role: Product Discovery · Problem Framing · Product Strategy · Information Architecture · Wireframing · Prototyping

Problem

The accessibility gap

Beginner gym members face a structural guidance gap. Without professional instruction, they lack the technical knowledge to use equipment safely and effectively — yet hiring a personal trainer creates a significant financial barrier on top of an existing membership cost. Based on observational research and secondary sources, this gap has three compounding consequences: elevated injury risk due to improper form, reduced workout effectiveness, and higher early membership churn as beginners fail to see progress.

The core problem is not a lack of motivation — it is a lack of accessible, contextual guidance at the moment of need.

Person using AR tutorial on phone in a gym

Solution

Why AR

Contextual delivery: The tutorial appears exactly where the user needs it — at the equipment, at the moment of use. This eliminates the gap between learning and doing, which is the core failure of every off-site solution.
360° spatial understanding: Proper exercise form is three-dimensional. AR communicates depth, angle, and range of motion in ways flat media structurally cannot.
Low hardware barrier: Requires only a smartphone — no additional equipment needed beyond the gym membership.

Alternative	Core Weakness
Personal trainer	High cost, creates dependency rather than autonomy
YouTube tutorials	Off-context, 2D only, requires active searching mid-workout
Printed/PDF guides	Static, cognitively demanding to translate to physical movement
In-gym screen displays	Not personal, not equipment-specific, one-size-fits-all
QR codes → YouTube	Solves context trigger, inherits all YouTube limitations

Metrics

How I'd measure success

Acquisition

Onboarding completion rate — % of members who reach their first tutorial

Engagement

Tutorial completion rate per exercise and 7-day repeat usage rate

Learning & Safety

Self-reported confidence score before and after first use (1–5 survey)

Retention

App retention (30/60/90-day) Membership retention: app users vs. non-users

Business Impact

Gym Net Promoter Score delta after app introduction

Technical Performance

QR code recognition success rate on first scan

Validation

How I'd test the concept

Concierge MVP

Simulate the AR experience manually — the user scans a QR code and watches a trainer demonstrate the exercise via video call. Tests the concept before investing in AR development.

Problem Interviews

5–8 beginner members: "Walk me through your first month at the gym. What did you avoid? Where did you feel lost?" Validates the problem before validating the solution.

Competitor Usability Test

Ask users to find form guidance on YouTube mid-workout — measure time, frustration, and completion rate. Establishes a baseline the AR solution needs to beat.

Smoke Test

A gym landing page describing the feature with an "early access" sign-up — measures real demand before any development investment.

User Flow

From login to AR tutorial

Architecture

How the app is structured

Prototype

Try the app yourself

Open Prototype