NutritionIQ is the first metabolic app that learns what works specifically for you — not population averages — and gets smarter every day you use it.
Most health apps give you the same advice they give everyone. NutritionIQ runs a machine learning model on your data and learns what actually moves the needle for you.
A contextual bandit model observes your meals, walks, sleep, and glucose outcomes — then adjusts tomorrow's plan based on what actually worked for you. Not rules. Not averages. Your data.
Contextual Bandit + SHAPEveryone else uses 140 mg/dL. We compute your threshold from your own preprandial history — and adapt it as your metabolic health improves. Your "ready to eat" signal is truly yours.
Adaptive, Not FixedPhotograph your meal. See the predicted glucose curve before you take a bite. Modify it, or eat with confidence. Other apps show you the damage after. We show you the forecast.
Pre-Meal PredictionSHAP explainability on every score. Tap "Why?" and see exactly which factors — sleep debt, walk timing, carb load — drove your Metabolic Mojo today. Full transparency.
Explainable AIThe market is full of calorie counters and generic CGM dashboards. Here's what separates NutritionIQ.
| Capability | NutritionIQ | InsideTracker | Twin Health | Savor |
|---|---|---|---|---|
| Per-user ML that learns from outcomes | ✓ | ✗ | Partial | ✗ |
| Personal glucose threshold (not fixed 140) | ✓ | ✗ | ✗ | ✗ |
| Pre-meal glucose prediction from photo | ✓ | ✗ | ✗ | ✗ |
| SHAP explainability on every score | ✓ | ✗ | ✗ | ✗ |
| Real-time CGM integration | ✓ | ✗ | ✓ | ✓ |
| Apple Watch companion | ✓ | ✗ | ✗ | ✗ |
| Weekly intelligent digest (push + email) | ✓ | Partial | Partial | ✗ |
| Works without CGM | ✓ | ✓ | ✗ | ✗ |
| Price | Free beta | $49-99/mo | $199/mo | $25/mo |
Most apps give you a plan on day 1 and never change it. Here's what NutritionIQ does differently.
Apple Watch + HealthKit streams your HRV, resting HR, sleep, steps, glucose, and nutrition data continuously.
Every day, a personalized plan with exact meal timing, walk timing, workout, and sleep targets — based on your current metabolic state.
Log meals (photo, barcode, or manual), mark walks and workouts done, and see your predicted glucose curve before you eat.
At end of day, the contextual bandit computes a reward from your glucose, recovery, and activity — then retrains. Tomorrow's plan is better than today's.
Already built the foundation. Here's what's next.
Real-time 5-minute glucose streaming. Higher-frequency data = faster learning = better predictions.
7 AM notification: your Mojo score, readiness label, and one actionable thing for the morning — before you even open the app.
Save meals that worked well (low spike, high protein). One-tap re-log. "Your glucose loved this meal" badges.
Share your weekly Mojo digest with a partner or accountability buddy. Streak challenges. Anonymous leaderboards.
A/B test your own interventions: "Does berberine before meals actually lower my spike?" The bandit measures it.
Mojo score on your watch face. Glance down, know your metabolic state without opening anything.
Point your camera at a menu. Get glucose predictions for each item. Pick the one your body handles best.
For users who track menstrual cycles: adjust carb tolerance, sleep targets, and exercise intensity by cycle phase.
Join the beta and let your metabolism teach your app what works.
🧬 Join the Beta on TestFlight