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CASE STUDY

Fuelist

Project

Fuelist

Platform

iOS

Scope

Full App

Year

2026

Fuelist: AI meal planning app

The Challenge

Meal planning apps tend to fail the same way: they either hand you a 78-item grocery list that assumes you run a restaurant, or they lock you into rigid templates that ignore how you actually eat. We wanted to build something that handled the mental load of meal planning without making the grocery list feel like a punishment.

What We Did

We built Fuelist with AI-generated meal plans at its core — personalized to your fitness goals, budget level, and preferences, with plans from 1 to 14 days. A custom shopping list consolidator groups and normalizes ingredients so your weekly list looks like something a real person would buy. A meals library lets you swap individual meals without regenerating everything, and past plans stay archived so nothing good gets lost.

Deliverables

Built to make eating well the path of least resistance.

01

AI-powered meal plan generation tuned to your goals, budget tier, and dietary preferences

02

Smart shopping list consolidator that groups and normalizes ingredients into a clean, shoppable weekly list

03

Multi goal blending that combines up to three fitness goals for a plan that reflects how you actually want to eat

04

Meals library for saving, favoriting, and swapping individual meals without regenerating your whole plan

05

Plan archive system that saves every past week and lets you reuse any plan with a single tap

The Result

A better digital front door.

An app that handles the part of healthy eating most people hate — the planning. Fuelist is a full production iOS app with a subscription model, local-first architecture, and the kind of detail work that makes it feel built for real kitchens, not ideal ones. Coming to the App Store soon.