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.
App Overview
Nori - Scan your food
Nori - Smart Food Scanner
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.7
943 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.
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
Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.
// RORK SYSTEM PROMPT
Rork plan preview for Nori - Scan your food: 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 a validation system to confirm scanning accuracy.
Assumption to check: Users struggle with inaccurate scans or confusion about scanned data.
Validate with people who use this workflow before building.
Hypothesis 2
Integrate a larger database or allow user submissions for unknown items.
Assumption to check: Limited food database may frustrate users.
Validate with people who use this workflow before building.
Hypothesis 3
Provide clearer explanations of benefits for in-app purchases.
Assumption to check: In-app purchase options can be unclear.
Validate with people who use this workflow before building.
Hypothesis 4
Optimize image processing and loading for faster results.
Assumption to check: Slow loading times for scan results.
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
Nori - Smart Food Scanner Make informed food choices with AI-powered nutrition insights Nori is a premium nutrition app that transforms how you shop for food. Simply scan any product barcode to instantly unlock comprehensive health insights, personalized recommendations, and expert guidance tailored to your dietary needs. Key Features: Instant Product Analysis Scan any barcode to get detailed nutrition scores, ingredient breakdowns, and health insights powered by advanced AI analysis. Objective Scoring System Every product receives a 0-100 score based on: Nutrition Quality - Macros, vitamins, and beneficial compounds Safety - Additives, chemicals, and potentially harmful ingredients Processing Level - From whole foods to ultra-processed Personalized Fit Scores Get recommendations tailored to your: Dietary preferences (Vegan, Keto, Gluten-Free, and more) Health goals (Weight loss, muscle gain, heart health, etc.) Allergens and food sensitivities AI Food Expert Chat with your personal nutrition expert for: Product-specific questions Meal planning advice Healthy snack recommendations Nutrition tips tailored to your goals Smart Alternatives Discover healthier options with our intelligent recommendation engine that suggests better alternatives in the same category. Additional Features: Browse top-rated products by category Save favorites for quick reference Track recently viewed items Search thousands of products Beautiful, intuitive interface Premium Access Nori is a premium-only app with no free trial. Your subscription unlocks full access to all features including unlimited scans, AI expert chat, personalized recommendations, and comprehensive product analysis. Why Premium? We believe in providing unbiased, ad-free nutrition guidance. Your subscription ensures we work for you - not food companies - delivering honest, science-based insights without compromise. Perfect For: Health-conscious shoppers Parents seeking healthier options for their families Anyone with dietary restrictions or allergies Fitness enthusiasts optimizing their nutrition People managing health conditions through diet Download Nori today and transform your relationship with food. Make every shopping trip count with intelligent, personalized nutrition guidance at your fingertips. Note: Nori provides nutritional information and should not replace professional medical advice. Always consult healthcare providers for specific dietary needs. Subscription required to use - 3 day free trial available. To access our terms of service, please use this link - https://kinetic-apps.notion.site/Terms-of-Use-2131a161b0c98092b410cbeb01968ddb?
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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
Supabase
Zustand
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.
