App Overview

Pantry Snapper icon

Pantry Snapper

Robert Corbin · Food & Drink

Pantry Snap is a local-first pantry, fridge, and freezer tracker for iPhone and iPad

$2.99 · In-app purchases

PRICE
$2.99
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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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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> SELECT BUILD PLATFORM:

Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for Pantry Snapper: 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 notifications for expiration dates.

Assumption to check: Users find it hard to keep track of pantry items.

Validate with people who use this workflow before building.

Hypothesis 2

Add barcode scanning for quicker item addition.

Assumption to check: Difficulty in adding items quickly.

Validate with people who use this workflow before building.

Hypothesis 3

Integrate AI to suggest recipes based on available ingredients.

Assumption to check: Limited recipe suggestions based on pantry items.

Validate with people who use this workflow before building.

Hypothesis 4

Include reminders to update pantry inventory regularly.

Assumption to check: Users may forget to update their inventory.

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

Pantry Snap is a local-first pantry, fridge, and freezer tracker for iPhone and iPad. Add an item in seconds, and never let groceries expire forgotten. Three fast ways to add an item: - Scan a barcode (on-device, no internet) to fill in the name and category. - Pick from the bundled USDA FoodKeeper storage guide to estimate a quality window for the selected location. - Snap or choose a photo and let on-device OCR suggest the name, date, and printed label type. Photos are optional — you can log an item and its package date in seconds. What you can do with Pantry Snap: - Scan barcodes to add common groceries quickly, fully offline. - Look up how long 400+ foods last in the pantry, fridge, and freezer (USDA FoodKeeper data). - Distinguish quality dates from safety guidance. Most package dates are not safety deadlines; infant formula receives special FDA Use By handling. - Add the package-opened date and get location-aware opened-package guidance when FoodKeeper provides it. - See actionable storage and spoilage warnings without declaring food unsafe from a generic date alone. - Detect likely duplicate active items before saving. - Fall back from live scanning to photo recognition, manual barcode entry, manual dates, or a FoodKeeper estimate. - Organize by food category and your own custom storage locations. - Filter by all, use-soon, or expired; clean up expired items in one tap. - Build a shopping list that suggests low and expiring items, and send it to Reminders or Notes. - See waste-and-savings insights: items used vs tossed and the money you kept out of the trash. - Category waste leaderboard: see which food categories drive your waste, with a per-category toss rate, dollar totals, and a visual bar. - Location-grouped inventory: switch the pantry list to "By Location" to view items grouped under Fridge, Pantry, Freezer, or custom locations. - Batch adding: tap "Add Another" to stay in the add flow and log a full grocery haul without reopening the sheet. - Add "Expiring Soon" widgets to your Home Screen and Lock Screen. - Use Siri Shortcuts: "Add a pantry item" and "What expires this week?" - Create and atomically restore a validated full backup, including photos, shopping items, and settings; CSV remains available for spreadsheets. - Get reconciled local reminders before tracked package or FoodKeeper dates. Private by design: no account, no analytics, no ads, no in-app purchases, and no network needed for everyday use. Barcode scanning and OCR run entirely on your device, and your inventory never leaves it. Storage data is from the USDA FSIS FoodKeeper dataset (public-domain U.S. federal data). Storage times are quality estimates, not safety guarantees. Pantry Snap does not replace package directions or professional food-safety advice.

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.

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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.