App Overview

Barebone - AI Stock Research icon

Barebone - AI Stock Research

Barebone Group Holdings Limited · Finance

Hedge fund analysts don't beat you because they're smarter

Free · In-app purchases

PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.6
175 ratings · Top 15%

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 included18 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 Barebone - AI Stock Research: map the core Finance workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
            

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App evidence

Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.

Screenshots

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App Store description

Hedge fund analysts don't beat you because they're smarter. They beat you because they have systems you've never been able to access. Barebone rebuilds those systems as AI agents. Ask one question and a team of analysts researches the company, the chart, the risk, and the smart money in seconds, not hours. The edge was always theirs. Now it's yours. Built by ex-Goldman Sachs bankers. Trusted by 30,000+ investors. Top 100 Apple Finance on day one. ASK ANYTHING, GET INSTITUTIONAL RESEARCH • Ask anything in plain English on stocks, ETFs, crypto, forex, commodities, and indices, and get a full answer in under a minute • Barebone runs proprietary quantitative algorithms alongside the AI, so the hard numbers are computed, not guessed • 20+ specialized research agents, 11+ analyst models, 70+ institutional data sources • A quality rating broken into four readable scores: growth, business quality, financial health, and valuation • Exact entry, exit, and stop-loss prices, computed by algorithm across five timeframes from support, resistance, RSI, and trend • Every number cross-checked against the raw financials before you see it TRACK THE SMART MONEY • See what U.S. Congress members buy and sell, with 1-year history • Follow corporate insider trades straight from official filings • Mirror legendary super investors' 13F portfolios • Institutional ownership and conviction signals KNOW WHAT'S COMING AT EARNINGS • Live prediction-market odds on whether a company beats • Expected move and EPS beat/miss history before every report REAL-TIME MARKET INTELLIGENCE • AI market brief every morning • Global news across 10 regions, every story ranked by how hard it could move your stocks, so you skip the noise • Trending tickers, earnings and economic calendars YOUR PORTFOLIO, WATCHED 24/7 • Connect your brokerage or add holdings manually • Live P&L plus risk metrics: volatility, Sharpe, beta, drawdown • A 5-analyst AI review of your entire portfolio • Alerts the moment something moves IT LEARNS YOU • Remembers your style and scales every answer from beginner to trading-desk depth • Available in English, Simplified Chinese, and Traditional Chinese BAREBONE PRO Unlock unlimited research, full smart-money tracking (Congress, insiders, super investors), the 5-analyst portfolio review, and AI-scored news. Free to start. HOW BAREBONE IS DIFFERENT A chatbot makes things up and can't see live filings or your portfolio. A trading app places orders but won't tell you what's worth doing. Barebone does the institutional research and the monitoring, then leaves the decision to you. No conflict, no order flow, no noise. IMPORTANT Barebone is a research and education tool. It does not provide investment, financial, or legal advice and does not execute trades. AI output can contain errors. Always verify and make your own decisions. SUBSCRIPTION Barebone Pro is an auto-renewing subscription. Payment is charged to your Apple ID at confirmation of purchase. Your subscription renews automatically unless canceled at least 24 hours before the end of the current period, and your account is charged within 24 hours prior to the end of the current period. Manage or turn off auto-renew anytime in account settings under Manage Subscription. Any unused portion of a free trial is forfeited on purchase. By using Barebone you confirm you have read and agreed to our Terms of Use and Privacy Policy. Terms of Use: https://barebone.ai/terms Privacy Policy: https://barebone.ai/privacy

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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 user profiling for tailored recommendations.

Assumption to check: Lack of personalized insights for different user profiles

Validate with people who use this workflow before building.

Hypothesis 2

Increase content partnerships for diverse articles.

Assumption to check: Limited research articles leading to low engagement

Validate with people who use this workflow before building.

Hypothesis 3

Simplify navigation with clear labeling and fewer layers.

Assumption to check: Complex navigation structure causing confusion

Validate with people who use this workflow before building.

Hypothesis 4

Optimize the app for better performance on a wider range of devices.

Assumption to check: Inconsistent performance on older devices

Validate with people who use this workflow before building.

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
Axios
Zustand
react-navigation
react-native-chart-kit
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.