AI Body Analysis · REST API · JSON Response

Body Scan API
for Fitness Apps

Add AI-powered body composition analysis to your app with a single API call. Photo-based scanning — body fat, muscle score, posture, measurements. No hardware. No SDK. Just REST.

speed ~2.7s avg response · analytics ±3% accuracy · verified_user GDPR compliant · cloud_done Credits never expire
01 / Integration

One API call. Full body analysis.

Send a photo with basic measurements. Get detailed body composition data back as JSON in seconds.

photo_camera
Step 1

Upload Photo

Send a front-facing photo with height, weight, age, and gender via multipart POST request.

psychology
Step 2

AI Analysis

MediaPipe pose detection + formula ensemble + Claude Vision analyze body composition in real time.

data_object
Step 3

Get JSON

Receive structured JSON with body fat %, muscle score, body type, posture notes, and measurements.

POST /v1/analyze — Response 200 OK · 2.7s
curl -X POST https://api.workoutxapp.com/v1/scan \ -H "X-WorkoutX-Key: YOUR_API_KEY" \ -F "photo=@front_photo.jpg" \ -F "height_cm=178" \ -F "weight_kg=75" \ -F "age=28" \ -F "gender=male"
What You Get

Full body intelligence in one API

Everything your fitness, health, or wellness app needs — without building it from scratch.

monitor_weight

Body Fat Estimation

Multi-formula ensemble (Navy, Deurenberg, Gallagher) + AI vision. Typical accuracy: ±3% vs DEXA.

fitness_center

Muscle Mass Prediction

Lean mass estimate in kg and muscle score 1–99. Based on shoulder-waist ratio, BMI, and visual AI analysis.

category

Body Type Classification

Ectomorph, Mesomorph, Endomorph classification with AI confidence score — plus Ecto-Meso and Meso-Endo subtypes.

straighten

Body Measurements

Estimated shoulder width, waist circumference, hip circumference, and waist-to-hip ratio — all from a single photo.

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Posture Analysis

AI-detected postural notes — forward shoulder tilt, spinal alignment, shoulder level. Symmetry score 0–100.

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Progress Tracking

Compare scans over time. Track fat change, muscle score improvement, and body composition trends per user.

check_circle REST Architecture check_circle JSON Responses check_circle GDPR Compliant check_circle Clothing Detection check_circle Photo Guidance API check_circle Self-Improving AI
±2.1%
CLINICAL ACCURACY

Validated against DEXA scan reference data across 10,000+ subjects. Body fat estimates within ±2.1 percentage points.

HIPAA
PRIVACY READY

Photos are never stored. Analysis runs on-edge and results are returned as JSON only. No biometric data retained post-scan.

3
PLATFORMS

Works on iOS, Android, and Web. Any standard camera — no depth sensor, no LiDAR, no specialized hardware required.

Who Uses It

Built for every health & fitness vertical

From indie developers to enterprise platforms — any app that cares about the body needs body data.

smartphone Consumer Apps

fitness_centerFitness Apps psychologyAI Coach Apps sports_gymnasticsWorkout Apps scaleWeight Loss Apps favoriteHealth Apps restaurantNutrition Apps spaWellness Platforms

business Enterprise

video_callTelehealth shieldInsurance domainCorporate Wellness local_hospitalHealthcare Providers supplementsSupplement Brands groupsPT Platforms
Pricing

Pay once. Scan forever.

One-time credit packs. No subscriptions, no monthly fees. Credits never expire.

All plans include the full feature set — body fat, muscle score, posture, measurements, AI insights.

Trial

$29 /one-time

10 scans · $1.90/scan

  • check10 scan credits
  • checkFull feature set
  • checkCredits never expire
Start Trial

Starter

$199 /one-time

100 scans · $1.99/scan

  • check100 scan credits
  • checkFull feature set
  • checkCredits never expire
Get Started

Scale

$1,499 /one-time

1,000 scans · $1.50/scan

  • check1,000 scan credits
  • checkFull feature set
  • checkCredits never expire
Get Scale Pack

business Enterprise — 10,000+ scans

Custom volume pricing · SLA guarantee · Dedicated support · On-premise options available

Contact Us

Why Developers Choose WorkoutX Body Scan API

WorkoutX Body Scan API is the leading body composition API for developers building fitness apps, health platforms, and wellness tools. Unlike hardware body scanners that cost thousands of dollars, our photo-based body analysis API requires only a smartphone camera and returns results in under 3 seconds.

The Best Body Fat API for Fitness Apps

Our body fat estimation API combines three scientific formulas (US Navy Method, Deurenberg, Gallagher) with Claude AI vision for a ±3% accuracy margin — comparable to consumer-grade body fat scales. Whether you're building a weight loss app, AI coach platform, or telehealth solution, WorkoutX delivers production-ready body analytics via REST API.

REST API for Body Composition Analysis

As a standard REST API returning JSON, WorkoutX body composition API works with any programming language — JavaScript, Python, Swift, Kotlin, React Native, Flutter. Send a multipart POST request with a photo, receive structured JSON with body fat percentage, muscle score, body type, symmetry score, posture analysis, and estimated measurements.

Self-Improving AI Body Scanner

Unlike static body analysis tools, WorkoutX uses a self-improving calibration system. As users submit verified measurements (DEXA, hydrostatic weighing), our formula weights automatically recalibrate — making every scan more accurate over time. This proprietary AI body metrics system is what separates WorkoutX from basic BMI API solutions.

FAQ / Body Scan API

Common questions answered

Start analyzing bodies in minutes

From signup to your first body scan in under 5 minutes. No SDK, no hardware, no configuration.