App Overview

Safe Choice - Product Scanner icon

Safe Choice - Product Scanner

Theo Pierre-Louis · Health & Fitness

SafeChoice helps you make smarter, safer product choices

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
4.6
531 ratings · Top 15%

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 included16 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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Free quick prompt For a smaller starting point

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 Safe Choice - Product Scanner: 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

Enhance database with user-generated content and community contributions.

Assumption to check: Limited product database may not cover all user needs.

Validate with people who use this workflow before building.

Hypothesis 2

Optimize scanning algorithm for faster processing.

Assumption to check: Slow scan response time.

Validate with people who use this workflow before building.

Hypothesis 3

Add features for sharing reviews and recommendations among users.

Assumption to check: Lack of social features for community engagement.

Validate with people who use this workflow before building.

Hypothesis 4

Implement more subtle and user-friendly subscription prompts.

Assumption to check: In-app purchase prompts may disrupt user experience.

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

SafeChoice helps you make smarter, safer product choices. Simply scan any product with your phone's camera, and SafeChoice instantly analyzes it using AI to give you a comprehensive safety breakdown KEY FEATURES: Instant Product Analysis – Scan any product to get a detailed safety report in seconds. Trust Score – Every product receives a score out of 100 based on Safety, Efficacy, and Transparency. AI Assistant – Ask questions about ingredients, allergens, and product safety with our built-in AI chat. Expert Guides – Access curated guides on topics like food safety, skincare ingredients, household chemicals, and more. Scan History – Keep track of every product you've scanned for easy reference. HOW IT WORKS: Open the app and point your camera at any product. SafeChoice scans and identifies the product automatically. Get a detailed breakdown including Safety, Efficacy, and Transparency scores. Read the AI-generated summary to understand exactly what's in your product. Use the AI Assistant for follow-up questions about ingredients or alternatives. Whether you're grocery shopping, checking skincare products, or evaluating household items, TrustIt gives you the confidence to make informed decisions. SUBSCRIPTION INFORMATION: SafeChoice Premium requires an auto-renewable subscription to access full product analysis and AI features. • 3-day free trial available • Subscription options available monthly or yearly • Payment will be charged to your Apple ID account at confirmation of purchase • Subscription automatically renews unless canceled at least 24 hours before the end of the current period • You can manage or cancel your subscription anytime in your Apple ID Settings • Pricing may vary by region and will be shown in the app before purchase Terms of Use: https://trustlt.onrender.com/terms Privacy Policy: https://trustlt.onrender.com/privacy-policy

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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.

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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.