App Overview

MealThinker: AI Meal Planner icon

MealThinker: AI Meal Planner

Justin Howell · Food & Drink

Dinner decided in 30 seconds

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
5.0
1 ratings · Top 5%

Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.

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Build Kit

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A product spec, screen plans, and build steps for your coding agent.

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What's included17 files

A product spec, phased build plan, differentiation notes, and screen references.

  • START_HERE
  • AGENTS
  • EVIDENCE
  • SPEC
  • BUILD_PLAN
  • DIFFERENTIATION
  • skills/
  • screens/
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Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.

Feature spec

Goal: Send a clear invoice after finishing a job.

  • Add a client, line items, a due date, and payment instructions.
  • Preview the total before exporting a PDF.
  • Keep an editable draft if export fails.

Screen plan

Invoice editor: Client at the top, editable line items in the middle, total and preview action at the bottom.

States: Empty draft, validation errors beside each field, exporting, and a retry action that preserves the draft.

Differentiate and validate

Hypothesis: Contractors need faster repeat invoices more than more templates.

First experiment: Test duplicating a previous job with five contractors. Watch where they hesitate before expanding the feature set.

The full kit adds a phased build plan, evidence notes, tool prompts, and implementation guidance. It is a plan for your coding agent, not a finished app.

Usage: Mechanics are fair game; never reuse the original name, branding, assets, or verbatim copy.

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Quick prompt

> SELECT BUILD PLATFORM:

Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for MealThinker: AI Meal Planner: map the core Food & Drink workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
            

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Opportunities

AI-GENERATED OPPORTUNITY HYPOTHESES

These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.

Hypothesis 1

Implement advanced filtering and personalized recipe suggestions.

Assumption to check: Difficulty in finding recipes matching specific dietary restrictions

Validate with people who use this workflow before building.

Hypothesis 2

Allow users to modify suggested meals and add notes.

Assumption to check: Limited ability to customize meal plans

Validate with people who use this workflow before building.

Hypothesis 3

Create a guided onboarding experience that explains features.

Assumption to check: Inadequate user onboarding process

Validate with people who use this workflow before building.

Hypothesis 4

Introduce a social sharing feature for users to share their meal plans and recipes.

Assumption to check: Lack of community features for sharing recipes

Validate with people who use this workflow before building.

App evidence

Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.

App Store description

Dinner decided in 30 seconds. Not 20 minutes scrolling recipes. MealThinker is an AI meal planner that actually knows you: your diet, your kitchen, your nutrition goals, and what you had yesterday. Just tell it what's in your fridge, and get a meal plan that uses what you already have. TRY FREE FOR 7 DAYS. No credit card required. WHAT YOU GET: • Dinner decided in seconds, not hours • Meal plans sized to your calorie and macro targets • Less food waste: it uses what's expiring first • A grocery list based on what you actually need • One-tap Instacart ordering from your grocery list • Nutrition tracking without tedious logging JUST ASK: • "What should I make for dinner?" - Recipes using ingredients you have • "Plan my meals for the week" - A full plan matching your calorie and protein goals • "I'm out of olive oil" - Updates your pantry and adds to your grocery list • "Something quick, I only have 15 minutes" - Fast recipes for your skill level WHY IT'S DIFFERENT: ChatGPT forgets you every conversation. MealThinker remembers everything: your allergies, your pantry, foods you love and hate, your cooking skill level. By week two, it knows your taste better than you do. WORKS FOR ANY DIET: Vegan, keto, gluten-free, high-protein, dairy-free, paleo, pregnancy-safe. MealThinker adapts to your preferences and goals. FEATURES: • AI recipes tailored to your specific needs and pantry • Weekly and daily meal plans that hit your nutrition targets • Pantry tracking with expiration dates • Smart grocery lists with Instacart integration • Save, rate, and organize your favorite recipes • Learns your preferences over time Stop overthinking dinner. Start MealThinking. 7-day free trial (no credit card required), then $15/month or $150/year. Cancel anytime. Privacy: Your data is never sold, shared, or used to train AI. Terms: https://mealthinker.com/terms Privacy Policy: https://mealthinker.com/privacy

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Screenshots

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Build scope

Plan a focused first version with your coding agent. These are planning assumptions, not a delivery guarantee.

Define the first version

Choose one audience and one core workflow. Use the kit to agree on its screens, data, and acceptance criteria before building.

Set boundaries

Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.

Check the hard parts

Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.

SUGGESTED BUILD STACK
React Native
Expo
Zustand
Supabase
Axios
React Navigation
BUILD KIT DIFFICULTY
Advanced

From the Build Kit assessment.

A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.