App Overview

Detect Road Sign icon

Detect Road Sign

Mikolaj Adamowicz · Travel

We are very pleased to present You an amazing App that uses the latest Apple technology - Create ML!

$4.99 · In-app purchases

PRICE
$4.99
In-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
N/A
No ratings yet

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 Detect Road Sign: map the core Travel 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 offline mode for sign identification.

Assumption to check: Limited functionality without internet connection

Validate with people who use this workflow before building.

Hypothesis 2

Enhance UI with animations and better design.

Assumption to check: User interface may not be engaging

Validate with people who use this workflow before building.

Hypothesis 3

Add a community section for users to share experiences.

Assumption to check: Lack of community features

Validate with people who use this workflow before building.

Hypothesis 4

Offer a free version with basic features to attract more users.

Assumption to check: Subscription model may deter users

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

We are very pleased to present You an amazing App that uses the latest Apple technology - Create ML! Create ML is a Machine Learning Model, which we pretrained with ~4’000 road signs from over 30 European countries! Combined with this amazing Apple technology, this App: - allows you to scan road signs - then processes them using the pretrained Create ML Model - suggests what the road sign means and shows you its interpretation and accuracy of each analysis - presents what are the variations of this Road Sign in other European countries. In addition, this application shows the Road Signs in each of over 30 European countries. This application allows you to analyze about 4’000 Road Signs of more than 30 European countries, with descriptions and images. This application is based on the latest information and materials available in the largest library in the world - Wikipedia (wikipedia.com). This application processes and analyzes data in order to present advanced analysis in an appropriate, synthetic and user-friendly, visualized way. Caution: This application is for educational purposes only and may not be used as a basis for interpreting road signs and applying the rules of the road in any country. Because each country has its traffic code and it is the basis for the application of road traffic rules, the authors of this App do not take any responsibility for the consequences of its use.

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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
react-navigation
expo-camera
AsyncStorage
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.