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Health & Fitness · Case Study

BBI Calculator iOS App for Smarter Body and Fitness Tracking

Software Pro developed and delivered an iOS fitness app that combines body composition, waist measurements, weight, and fitness performance into one understandable BBI Score, supported by guided scans, progress tracking, and an AI-powered Future Self visualizer.

Client
BBI Calculator
Industry
Health & Fitness
Platform
iOS and iPadOS
Product
Biometric Body Index
Score Range
0 to 100
Delivery
Apple App Store
iOS App DevelopmentAI Feature DevelopmentBody Scan ExperienceQuality AssuranceApp Store Delivery

Overview

About This Project

BBI Calculator is a health and fitness application built around the Biometric Body Index, a body score designed to provide a broader view than BMI alone. The app combines weight, body fat percentage, waist circumference, and fitness level into a single score from 0 to 100. Users can complete guided body scans and fitness tests, review personalized insights, track changes over time, and visualize a goal-focused Future Self through AI photo imaging.

The Problem

What Needed Solving

Traditional BMI calculations rely mainly on height and weight, leaving out body composition, waist measurements, and real fitness performance. BBI Calculator needed to turn several different inputs into a clear mobile experience that could guide users through data collection, calculate a useful score, communicate areas for improvement, and keep users engaged with visible progress.

Identified Challenges
1

Combining Four Fitness Inputs

Weight, body fat percentage, waist circumference, and fitness level needed to work together as four equally weighted pillars of one understandable BBI Score.

2

Guided Camera-Based Scanning

The scan experience needed clear framing, angle, distance, and pose guidance so users could complete the required captures with confidence.

3

Turning Results Into Direction

The app needed to do more than display a number. It had to explain the score breakdown, preserve history, and help users understand what to focus on next.

4

Reliable App Store Delivery

Camera permissions, account flows, subscriptions, restore purchases, stability, and device performance all required careful testing before release.

Our Approach

How We Solved It

Software Pro delivered the iOS product as a guided fitness journey. The application collects personal goals, walks users through body scans and a structured fitness test, calculates the BBI Score, and presents personalized breakdowns in a progress dashboard. AI photo imaging powers the Future Self visualizer, while history and calendar views help users compare scans, tests, and scores over time. The delivery process included feature testing, scan-flow refinement, performance and stability optimization, subscription-flow improvements, and preparation for release through the Apple App Store.

What We Built

Key Features & Deliverables

BBI Score

A 0 to 100 score combining weight, body fat percentage, waist circumference, and fitness level into four equally weighted pillars.

Guided Body Scans

Step-by-step camera guidance helps users capture body measurements with pose, framing, angle, and distance checks.

Fitness Testing

A guided exercise flow measures fitness level as a core part of the overall body score.

Progress Tracking

Dashboard, calendar, body scan history, and fitness test history help users follow changes over time.

Personalized Insights

Detailed score breakdowns highlight the areas users can focus on next based on their current measurements and goals.

Future Self Visualizer

AI photo imaging uses a user's current body type and goals to create a motivational view of their potential future self.

How We Work

Our Process

1
Product

Fitness Journey Definition

Structured the journey around personal details, body goals, scans, fitness testing, score calculation, and progress review.

2
Experience

Guided Scan and Test Flows

Built clear step-by-step interactions for camera permissions, body scan capture, measurement guidance, and fitness testing.

3
Development

iOS App Engineering

Implemented the BBI scoring experience, dashboards, history, personalized insights, and account and subscription flows for Apple devices.

4
AI

Future Self Visualization

Integrated AI photo imaging into the user journey to provide a visual, goal-focused source of motivation.

5
Launch

Testing, Optimization, and Delivery

Refined scan accuracy and guidance, improved performance and stability, tested purchase restoration, and prepared the app for App Store delivery.

Measurable Outcomes

Results & Impact

4
BBI Score Pillars
Weight, body fat, waist, and fitness
0 to 100
Score Range
One clear view of body and fitness progress
25
Points Per Pillar
Equal weighting across all four measures
iOS
Mobile Platform
Available for iPhone and iPad

What We Delivered

BBI Calculator launched on the Apple App Store as a complete body and fitness tracking experience. Users can now create a BBI Score from four distinct measures, complete guided scans and fitness tests, review personalized score breakdowns, track progress over time, and use the AI-powered Future Self visualizer for motivation. Ongoing optimization has improved scan guidance, measurement consistency, account flows, subscriptions, purchase restoration, performance, and stability.

Verified Client Feedback
"Get your BBI Score, a smarter alternative to BMI built from body fat, waist, weight, and a real fit test. Then meet your AI future self and start transforming today."
B

BBI Calculator

Product Description · Apple App Store

Visual Showcase

The Finished Product

BBI Calculator screenshot

Technologies Used

iOSiPadOSCamera-Based Body ScanningAI Photo ImagingFitness TestingSubscription ManagementApple App Store
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