# Invest Copilot — Vision & Positioning

## One-Liner
AI-native investment research and portfolio copilot for retail investors who want institutional-grade intelligence.

## The Problem
Retail investors have three choices:
1. **Free but shallow** — Yahoo Finance, Finviz, TradingView (free tier). No AI analysis. No alternative data. No smart alerts.
2. **Expensive & clunky** — Bloomberg Terminal ($25k/year), Koyfin ($300+/year), Morningstar. Legacy UI. No AI.
3. **Manual** — Read SEC filings, scan Reddit, track options flow across 10+ tabs. Time-inefficient, emotion-driven.

## Our Edge (Why This Wins)
| Capability | TradingView | Koyfin | Bloomberg | **Invest Copilot** |
|---|---|---|---|---|
| Real-time charts | ✅ | ✅ | ✅ | ✅ |
| Screener | ✅ basic | ✅ basic | ✅ pro | ✅ AI-assisted |
| SEC filing analysis | ❌ | ❌ | ✅ $25k/yr | ✅ LLM-powered |
| Insider trades | ✅ | ✅ | ✅ | ✅ + clustering signals |
| Institutional ownership | ✅ | ✅ | ✅ | ✅ + 13G amendment tracking |
| Alternative data | ❌ | ❌ | ✅ paid | ✅ free tier + paid |
| Sentiment analysis | ❌ | ❌ | ✅ paid | ✅ multi-source |
| Sector rotation alerts | ❌ | ❌ | ✅ | ✅ automated |
| Strategy backtesting | Pine Script only | ❌ | ✅ | ✅ multi-strategy |
| Watchlist agents | ❌ | ❌ | ❌ | ✅ intelligent alerts |
| Mobile-first UX | ❌ | ❌ | ❌ | ✅ native PWA |
| AI copilot chat | ❌ | ❌ | ❌ | ✅ context-aware |

## Target User
- Self-directed retail investors with $5k-$500k portfolios
- Tech-comfortable (use Robinhood, Webull, or similar)
- Want institutional-grade data without institutional price tags
- Active traders (swing trading, position trading)
- Value-time-rich (willing to research but want tools to accelerate)

## Core Principles
1. **Data depth first** — Better data than free tools, approachable pricing
2. **AI as amplifier, not replacement** — LLMs synthesize, humans decide
3. **Mobile-first PWA** — Works on phone, tablet, desktop. No app store dependency.
4. **Open data, open strategies** — Community-contributed strategies (like TradingView's Pine Script)
5. **Privacy-first** — Watchlists, strategies, and alerts are private

## Success Metrics
- **Day 1**: User can search a stock, see full profile, and get AI analysis in <10 seconds
- **Month 1**: User creates watchlist, applies 2 strategies, receives 1+ actionable alert
- **Month 3**: User has 3+ active watchlists, 5+ strategies, sector rotation alerts firing
- **Month 6**: User's strategy backtest results beat buy-and-hold by >5% annualized