App Overview

Thrift AI Profit Finder & ID icon

Thrift AI Profit Finder & ID

Kiryl Nazarau · Shopping

Thriftly turns your phone into a smart resale assistant

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
4.3
7 ratings · Top 30%

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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> SELECT BUILD PLATFORM:

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

// RORK SYSTEM PROMPT
Rork plan preview for Thrift AI Profit Finder & ID: 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 machine learning to improve profit predictions based on historical data.

Assumption to check: Difficulty in accurately predicting profit for thrift items

Validate with people who use this workflow before building.

Hypothesis 2

Enhance filters to include multiple categories and price ranges.

Assumption to check: Limited search filtering options

Validate with people who use this workflow before building.

Hypothesis 3

Add user reviews and community recommendations for items.

Assumption to check: Lack of community features

Validate with people who use this workflow before building.

Hypothesis 4

Introduce a feature for users to track item price history and trends.

Assumption to check: No ability to track item history

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

Thriftly turns your phone into a smart resale assistant. Snap a photo of any thrift store find and get an instant AI-powered analysis: what it is, what it's worth, and how much profit you can make flipping it. SCAN & IDENTIFY IN SECONDS Point your camera at clothing, shoes, bags, jewelry, electronics, vintage items, collectibles, or home decor. Thriftly's AI instantly recognizes the item, identifies the brand, and provides a detailed breakdown including condition, rarity, materials, and colors. KNOW THE REAL RESALE VALUE Stop guessing. Thriftly analyzes real market data to give you an estimated resale price, original retail price comparison, and a clear profit calculation after platform fees. See at a glance whether a find is a good deal, marginal, or one to skip. SELL-THROUGH RATE & DEMAND Understand how fast your item will sell. Thriftly shows the sell-through rate based on recent market activity, including sold vs. active listing counts and a price distribution chart so you can price competitively. AUTHENTICITY CHECK Worried about fakes? Thriftly examines your photos and flags potential authenticity concerns. Get a confidence score and detailed verification points — perfect for designer bags, luxury watches, and branded goods. LIST DIRECTLY ON eBAY Connected to your seller account, Thriftly lets you create and publish listings without leaving the app. It automatically selects the right category, sets the correct item condition, generates a listing title and description, uploads your photos, and applies your shipping, return, and payment policies. One tap to go from thrift store find to live listing. AI EXPERT CHAT Not sure about an item? Ask Thriftly's AI expert. Get personalized advice on pricing strategy, selling tips, market trends, and item identification — all within a conversational interface. SMART PROFIT CALCULATOR Enter what you paid at the thrift store and instantly see your projected profit after marketplace fees. Thriftly factors in approximately 13% platform fees so your profit estimates are realistic. SCAN HISTORY & SAVED ITEMS Every scan is saved to your history. Star your best finds, review past scans, and track your flipping portfolio over time. Never forget a good deal. ANALYTICS DASHBOARD Track your scanning activity, total potential profit, and reselling performance. See which categories perform best and how your thrifting skills improve over time. WORKS WORLDWIDE Thriftly supports 15 languages including English, Spanish, French, German, Japanese, Korean, Chinese, Russian, and more. Prices are shown in your local currency with automatic conversion. DESIGNED FOR THRIFT FLIPPERS Whether you're a seasoned reseller sourcing inventory at thrift stores and estate sales, or a beginner curious about what that vintage find might be worth — Thriftly gives you the knowledge and tools to buy smart and sell for profit. KEY FEATURES: AI-powered item identification from photos Real-time resale price estimation Profit calculator with fee deduction Sell-through rate and demand analysis Brand and authenticity verification Direct marketplace listing with one tap AI expert chat for selling advice Scan history and saved items Analytics and performance tracking 15 languages supported Works with clothing, shoes, bags, jewelry, watches, electronics, books, vinyl, antiques, collectibles, toys, and home decor Subscription provides unlimited scans, full AI analysis, marketplace listing, and expert chat access. Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://nazarovkirill.tech/privacy-policy.html

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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.

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BUILD KIT DIFFICULTY
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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.