App Overview

Wine Pairing Cellar icon

Wine Pairing Cellar

William Bithell · Food & Drink

Wine Pairing Cellar is your personal AI sommelier, available anytime you need the perfect bottle.

$0.99 · In-app purchases

PRICE
$0.99
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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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 Wine Pairing Cellar: 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 an AI-based recommendation engine for personalized suggestions.

Assumption to check: Difficulty in finding suitable pairings quickly.

Validate with people who use this workflow before building.

Hypothesis 2

Add social sharing options for users to share favorite pairings.

Assumption to check: Limited user engagement features (no social sharing).

Validate with people who use this workflow before building.

Hypothesis 3

Include user-generated tasting notes and reviews for wines.

Assumption to check: No detailed tasting notes or reviews.

Validate with people who use this workflow before building.

Hypothesis 4

Simplify the purchase process and provide a clear value proposition for premium features.

Assumption to check: In-app purchase complexity.

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

Wine Pairing Cellar is your personal AI sommelier, available anytime you need the perfect bottle. Type any dish — pan-seared salmon, braised short rib, a simple cheese board — and Wine Cellar recommends the ideal wine with a clear explanation of why it works. No jargon, no guesswork. FEATURES • Get an instant, expert wine recommendation for any dish, from weeknight pasta to a special-occasion tasting menu. • Price Tiers — Every pairing comes with three options: a budget-friendly pick, a mid-range crowd-pleaser, and a splurge-worthy bottle for when the occasion calls for it. • Whole Meal Mode — Planning a full dinner? Enter your appetizer and main course and get a coordinated wine strategy for the whole table, including serving order. • Check a Wine — Already have a bottle in mind? Enter the wine and the dish to see how well they match and get an honest rating. • Save & Love — Bookmark pairings you want to remember and mark favourites for quick reference later. • Nearby Shops — Find wine retailers close to you with a single tap. Wine Pairing Cellar works with any cuisine, price point, and occasion.

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
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.