Food Health AI Support | AI Food, Macro, and Health Tracking for iPhone & Android
Food Health app icon Food Health for iPhone & Android

AI Food & Health Tracking That Fits Daily Life

Track food, calories, and macros with AI-powered photo and note analysis. Capture and analyze device readings. Share progress with others.

Current page update: April 4, 2026

Food Is Medicine. But First It Has to Become Data.

A March 8, 2026 Renaissance Circle feature connects the core idea behind Food Health to actual product behavior: better nutrition decisions start with better capture, review, and repeatable meal data.

Featured Renaissance Circle Post

The Food Health app is designed to make real meals measurable without turning daily logging into a chore. Photo capture, note capture, editing, and reanalysis are the practical bridge between intention and useful nutrition data.

The two short demos below show that bridge directly: fast logging on the left, quick correction and refinement on the right.

Capture a meal quickly

Shows the streamlined log flow for turning a real meal into structured data with image capture, notes, and AI analysis.

Edit and refine the record

Shows the faster edit path so users can correct entries, improve data quality, and keep the log useful over time.

Food Health in Your Pocket

Full theme audio for the Food Health demos. It does not autoplay, and starting this track will pause any playing demo video on the page.

Featured Onboarding Screens

These first-run screens set expectations early: starter credits, privacy controls, Apple Health integration for better recommendations, and a generated custom plan.

Welcome screen with 15 free starter credits
Welcome flow with starter credits so users can begin AI meal analysis immediately.
Privacy and security onboarding screen
Privacy matters onboarding: profile data stays on device by default and remains user-editable.
Apple Health integration screen to improve tracking accuracy
Improve accuracy with Apple Health by connecting health data during onboarding.
Custom plan generated after onboarding and Apple Health integration
Custom plan generated after onboarding and Apple Health integration, then editable anytime.

What the App Does

This release focuses on practical logging speed, clearer entry-state behavior, and stronger trend visibility. The interface is designed for quick logging first, then flexible review and deeper analysis when needed.

Fast capture path

Users can create entries from image + notes, image-only, or notes-only input. This reduces friction on busy days and supports incomplete-but-usable logs.

Trust and editability

Analysis is reviewable with Copy and Edit options, and entry-state indicators make unsaved changes obvious before users leave screens.

Core Experience Areas

AI Logging

Photo/Note Meal Analysis

AI estimates calories and macros from meal photos and text notes for faster food journaling.

Nutrition

Smarter Macro and Calorie Estimation

Updated estimation flow supports user calorie priority for better day-level decision support.

Reliability

Deferred Analysis Workflow

Entries can still be saved when analysis fails or is skipped, then reanalyzed later from a visible status badge.

Reports

Trend Visibility

Report and scatter views help users inspect nutrition/activity relationships over time.

Device Data

Custom Device Prompting

Users can customize device-analysis prompts to tune output from visual readings.

Connectivity

Network-Aware Preflight

Offline and weak-network checks avoid long hangs and guide users to save first, then reanalyze later.

Product Screens

Curated screenshots from the current production-oriented flow. This page intentionally excludes duplicate imagery, coming-soon screens, and the buy-credits purchase screen.

Food log card with meal image and macro estimates
Food log card with AI meal summary and macronutrient estimates.
AI food analysis details from meal photo and notes
AI food analysis with identified items plus calorie and macro estimates.
Edit entry swipe action from food log card
Edit entries quickly from card actions.
Delete entry swipe action from food log card
Delete entries directly from swipe actions when cleanup is needed.
Goals and progress dashboard for calories and macros
Goals and progress report for calories, protein, carbs, fat, and fiber.
Scatter plot for nutrition and health trend analysis
Scatter analysis to inspect cross-metric relationships.
Settings verify vision analysis screen
Settings screen with Verify Vision Analysis tools and test photo workflow.
Device analysis settings and output screen
Configurable device analysis and output review.
Settings screen with managed credits and optional API key
Managed credits and optional BYOK API key in Settings, with credits retained for later use.

What’s New in v3.2.1

Release Focus

v3.2.1 adds more social motivation, nearby food discovery, smarter reminders, faster repeat logging, and stronger planning and insight-sharing tools.

It also expands challenge support across many health and nutrition metrics while improving MKI breakdowns, Apple Health sync, and overall app performance.

This section now reflects the current 3.2.1 App Store release notes.

Detailed Changes

  • Streaks & Challenges: track your logging streak and challenge friends across calories, protein, net calories, MKI, steps, sleep, and 20+ more metrics, with tap-to-join links, live leaderboards, and selfie avatars.
  • Find Healthy Food Near You: discover restaurants and meal partners nearby with menus scored by calories, protein, MKI, and more, then sort and order directly from the app.
  • Smart Meal Reminders: the app learns when you usually eat and sends gentle reminders that can be snoozed, adjusted, or turned off anytime.
  • Same as Yesterday Quick Log: relog yesterday’s meals from a notification in just a few taps.
  • Meal Planning Upgrades: scan a restaurant menu or your cupboard for AI suggestions, browse nearby partners, preview dishes before visiting, and suggest places near you.
  • Scatter Plot Insights: explore correlations between what you eat and how you sleep, move, and feel with interactive scatter plots.
  • Share Your Progress: generate a personalized streak card with average calories, MKI score, meals logged, and more for sharing with friends or on social media.
  • Plus improved MKI score breakdowns, referral codes, better Apple Health sync, and performance improvements throughout.
  • Bug fixes.

Coming Soon in v4.0

Preview Focus

v4.0 is centered on more actionable meal feedback, stronger day-level progress visibility, searchable history, and community sharing around standout meals.

It also adds daily micro-challenges, smarter macro pacing indicators, and a clearer streak experience while expanding Near Me coverage globally.

Coming soon preview. Final names, polish, and exact behavior may still change before release.

Planned Features

  • Coach Verdict on Every Meal: each food scan includes a Coach card with a 1 to 10 score, a plain-English verdict on meal quality, and a practical tip for what to eat next, automatically shown below the MKI score after every analysis.
  • Daily Progress Dashboard: a new collapsible progress bar shows calories and macros in real time against daily targets, with colors that shift throughout the day based on whether you are on pace, plus an expandable summary for Active, Resting, and Net calories.
  • Food Showcase: users can tap Showcase on any analyzed entry to submit the meal photo and AI analysis for review, with approved meals posted to the Food Health Scan Facebook page and status available later in Settings under My Showcases.
  • Search Your Food Log: a new magnifying glass in the toolbar lets users search across their full food history by keyword, with thumbnails, dates, calorie counts, jump-to-day behavior, and Add as New for fast relogging.
  • Daily Micro-Challenges: a rotating daily challenge appears at the top of the log based on real targets and progress, such as hitting protein, logging 3 meals, staying within calories, getting fiber, or scoring 7+ on a meal.
  • Smart Macro Indicators: each meal’s macro card shows running daily progress against targets with color-coded indicators for Protein, Carbs, and Fat.
  • Streak Counter: consecutive logging streak appears directly in the progress dashboard.
  • Near Me, Now Global: international restaurants and meal partners appear when browsing all locations, with city and state displayed for every partner.
  • Plus faster launch experience, improved Firebase analytics, graceful error handling for Near Me, and performance improvements throughout.

Support and FAQ

Why does an entry show "Still needs analysis"?

The entry was saved while analysis was skipped, failed, or deferred. Open the card and run analysis again when network conditions improve.

Can the app work without immediate network access?

Yes for logging. The app can save entries first and analyze later, with preflight checks to avoid long stalls on unstable or offline connections.

How are calories/macros estimated?

Estimates come from AI analysis of meal photos and user-guided notes. Including a fiducial marker or known-size reference (for example, standard utensils or packaged portions) can improve portion interpretation. Users can review and rerun analysis before saving to align results with expectations.

How do credits and BYOK work together?

Users receive starter credits, can buy more as needed, or switch to their own API key (BYOK). Previously purchased credits are preserved and can be used later if they switch back from BYOK.

Contact, Privacy, and App Details

Privacy and Platform

Privacy Policy: Food Health AI Privacy Policy

Bundle ID (iOS): com.foodlog.ios

Package (Android): com.foodhealthai.android

Platforms: iOS, Android