App Overview

Deal Hunter: AI Price & Deals icon

Deal Hunter: AI Price & Deals

Michal Strba · Shopping

Deal Hunter — score, track and win the deals that matter.

$1.99 · In-app purchases

PRICE
$1.99
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 included17 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 Deal Hunter: AI Price & Deals: map the core Shopping 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-driven recommendation engine to suggest deals based on user preferences.

Assumption to check: Users often find it difficult to navigate through categories and deals.

Validate with people who use this workflow before building.

Hypothesis 2

Enhance deal pages with comprehensive product reviews and user ratings.

Assumption to check: Lack of detailed product descriptions and reviews can lead to poor purchase decisions.

Validate with people who use this workflow before building.

Hypothesis 3

Clarify subscription tiers and benefits in the onboarding process.

Assumption to check: In-app purchases can be confusing for users, leading to frustration.

Validate with people who use this workflow before building.

Hypothesis 4

Allow users to customize notification preferences based on deal categories.

Assumption to check: Push notifications can be overwhelming or irrelevant.

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

Deal Hunter — score, track and win the deals that matter. Stop second-guessing discounts. Deal Hunter grades every deal on your device from 0 to 100, so you know at a glance whether it's a FIRE buy or a hard SKIP. WHY DEAL HUNTER • On-device deal score — a clear 0–100 rating and grade (FIRE / HOT / GOOD / OK / SKIP) • See the "why" — discount %, total savings and price-history signals behind every score • One clean list — browse and compare deals from top marketplaces in one place • Filter fast — by store or by minimum score • Natural-language watches — just type "PS5 under $400" and let the app parse it • Wishlist + alerts — get a local notification when a tracked item scores high • Private by design — scoring runs on your device; no account, no sign-up HOW IT WORKS 1. Browse scored deals on the home tab 2. Tap any deal to see the full score breakdown 3. Add what you're hunting to your Watchlist in plain English 4. Scan your watchlist and get alerted on the strongest matches BUILT FOR • Bargain hunters and smart shoppers • Sneaker, gaming, laptop and electronics fans • Anyone who hates overpaying A note on data: Deal Hunter's scoring engine is real and runs entirely on your device. Sample prices and products shown are illustrative and provided for demonstration; connect supported store data to see live listings. No ads. No account required. Download Deal Hunter and score your next deal with confidence.

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
TypeScript
React Navigation
Zustand
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.