App Overview

AI Recipes w/ Fridge Leftovers icon

AI Recipes w/ Fridge Leftovers

Andreas Zettl · Food & Drink

Discover Creative Recipes with Fridge Leftovers AI!

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
4.0
7 ratings · Top 30%

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 included15 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 AI Recipes w/ Fridge Leftovers: 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

Improve ingredient parsing with AI for better suggestions.

Assumption to check: Limited ingredient recognition may frustrate users.

Validate with people who use this workflow before building.

Hypothesis 2

Simplify UI to enhance focus on key features.

Assumption to check: User experience can be cluttered with too many options.

Validate with people who use this workflow before building.

Hypothesis 3

Implement user-generated reviews and ratings to ensure quality.

Assumption to check: Inconsistent recipe quality can lead to dissatisfaction.

Validate with people who use this workflow before building.

Hypothesis 4

Use user preferences to tailor suggestions more effectively.

Assumption to check: Lack of personalization in recipe recommendations.

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

Discover Creative Recipes with Fridge Leftovers AI! Unlock the potential of your fridge's leftovers with Fridge Leftovers AI! Snap a photo of your ingredients, and our intelligent AI will suggest delicious recipes tailored to your leftovers. How it works: - Snap up to five pictures of your fridge's contents, or choose them from your gallery. - Select the ingredients you want to use, possibly adding some manually if they were missing in the picture. - Explore a variety of recipes customized to your selected ingredients. - Follow step-by-step instructions for mouthwatering meals! Get started for free! The free version allows you to analyze up to 15 pictures. Upgrade to premium for 5 daily analyses. Terms of Use: https://fridgeleftoversai.com/terms

Written user reviews are not shown here. Check current App Store reviews >

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
Axios
Zustand
react-navigation
react-native-paper
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.