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
NomBot.ai
NomBot.ai is your AI food decision-maker
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 5.0
3 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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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/
Preview a sample Build Kit No email needed
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 NomBot.ai: 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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Continue in Rork >
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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 image caching and low-resolution previews to improve loading speed.
Assumption to check: Slow loading times due to high-quality images.
Validate with people who use this workflow before building.
Hypothesis 2
Expand partnerships with more local restaurants to increase selection.
Assumption to check: Limited restaurant options in certain areas.
Validate with people who use this workflow before building.
Hypothesis 3
Use AI-based filtering and sorting options to enhance user navigation.
Assumption to check: Difficult navigation in crowded menus.
Validate with people who use this workflow before building.
Hypothesis 4
Simplify subscription tiers and provide clearer benefits for each.
Assumption to check: Confusing subscription options.
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
NomBot.ai is your AI food decision-maker. It scans what's near you, matches your taste profile, and has dinner sorted in seconds, so the group chat can finally move on. HOW IT WORKS Tap Fork It. NomBot spins up three curated restaurant picks near you, each with a photo, distance, hours, and phone number. Each pick includes NomBot's Take, an AI-curated description of why this place fits you right now. Like what you see? Go. Not feeling it? Spin again. PERSONALIZED TO YOU Set your taste profile once: 40 cuisines, dietary needs, allergies, distance, and mood. NomBot learns what you love, remembers what you've hidden, and stops suggesting the same spots. Every result is matched to what you'd actually want to eat. BE PICKY (PRO) Know exactly what you're in the mood for? Be Picky lets you pick a cuisine or meal type, including breakfast, dessert, and more, plus your distance, for a precision spin. 40 cuisines to choose from. PRO FEATURES Save and favorite places you want to revisit. Hide spots you never want to see again. Review your full Spin History. Be Picky precision search. Unlimited spins. SIMPLE PRICING Free: 3 spins per day. Each spin = 3 picks. Pro: $4.99/month. Unlimited spins, all Pro features. Cancel anytime in the App Store. Founders: $49.99 one-time. Lifetime Pro access, limited to the first 1,000 supporters. Once those slots are gone, Founders is gone for good. PRIVACY Your location is used only while the app is open, never in the background. We don't sell your data or track you across other apps. Sign in with Apple keeps your email private if you want it to. Built by one person, for everyone who has stared at restaurant lists for 20 minutes and ordered the same thing anyway. Questions? [email protected] Terms of Use (EULA): https://nombot.ai/terms Privacy Policy: https://nombot.ai/privacy
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
Supabase
Axios
React Navigation
Zustand
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.
