App Overview

ClearToEat: Safe Food Finder icon

ClearToEat: Safe Food Finder

emma rose hurst · Health & Fitness

Stop cross-checking multiple diet lists

$1.99

PRICE
$1.99
No in-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
5.0
2 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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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 ClearToEat: Safe Food Finder: map the core Health & Fitness 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

Expand the database by allowing user submissions.

Assumption to check: Limited food database which may not cover all options

Validate with people who use this workflow before building.

Hypothesis 2

Introduce a guided setup process for dietary restrictions.

Assumption to check: User needs to manually input dietary preferences

Validate with people who use this workflow before building.

Hypothesis 3

Implement a social feature for users to share food experiences.

Assumption to check: Lack of community features for sharing experiences

Validate with people who use this workflow before building.

Hypothesis 4

Integrate with nutrition APIs for real-time data.

Assumption to check: No integration with external nutrition databases

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

Stop cross-checking multiple diet lists. ClearToEat shows you what's safe to eat across five elimination diets — instantly, in one place. Managing IBS, histamine intolerance, or multiple food sensitivities? You're probably juggling spreadsheets, PDFs, and separate apps just to figure out what you can eat. ClearToEat replaces all of that. HOW IT WORKS 1. Choose your diets in My Food Rules 2. Browse 781 foods in the Food Finder 3. See safety ratings across ALL your selected diets at once 4. Get portion guidance and detailed notes DIETS COVERED - Low FODMAP - Histamine intolerance - Specific Carbohydrate Diet (SCD) - Gluten-free - Lactose-free WHY PEOPLE LOVE IT - 781 foods across 14 categories with combined safety ratings (safe / caution / avoid) - Cross-reference multiple diets simultaneously — no more flipping between apps - Search and filter by food category - Portion-size guidance so you know how much is safe - Recipes and blog posts that work across multiple diets, updated automatically - Works offline — the full food database is on your phone - No tracking, no ads. An optional free account does one thing only: it syncs your diet choices between devices BUILT BY SOMEONE WHO GETS IT ClearToEat was built by Emma Rose, who lives with hEDS and manages multiple elimination diets herself. This isn't a corporate health app — it's a practical tool made for people who need real answers, fast. Questions or feedback? Reach us at [email protected]

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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
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BUILD KIT DIFFICULTY
Intermediate

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.