v3.0
🤖 8 AIs × 7 Investing Experiments

Your Personal
AI Investment
Operating System

Claude, ChatGPT, Gemini, Grok, DeepSeek, Kimi, Qianwen, and Doubao spent tens of thousands of tokens across 7 real experiments debating one question: what investing philosophy works best? This tool turns their answers into your personalized coaching system.

📚 8 AIs' Knowledge
+
🩺 5-Step Diagnosis
=
🎯 Your Investment OS
Diagnose your investing fit — with a personalized match score
See what 8 AIs actually think about investing philosophies
Get a Prompt Library personalized to your exact profile
Find out which AI fits each investing task best
← See the full AI Investing Experiment series
🧪 Or jump straight to a Decision Lab Tool
📊
DCA Lab
Smile curve sim
🔴
Recovery
Hold/add/cut
🎯
Kelly Lab
Optimal position size
💚
Dividend Engine
Freedom date
🔺
Pyramid Builder
Risk budget · tranches
🩺
Portfolio Doctor
N-eff · black swan
中文版 → 定投实验室 · 解套分析 · 凯利仓位 · 股息引擎 · 建仓金字塔 · 持仓体检

⚠️ For educational purposes only. Not financial advice. All content is based on AI experiment data and does not represent professional investment guidance.

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Before we start
Have you started investing yet?
This shapes how we describe your profile and what we show you next.
A
Yes — I have a brokerage or fund account
B
Not yet — I'm figuring out where to start
Question 1 of 4
How many investing philosophies do you know?
There are 6 main schools. Before we ask what fits you, let's make sure we're on the same page.
A
1–2 — heard of them but not clear on the differences
B
3 — I know a few well
C
4–5 — pretty solid grasp
D
All 6 — I'm familiar with each one
🦅 Value Investing
Warren Buffett · Benjamin Graham
Find great businesses trading below their intrinsic value. Buy and hold for years — let compounding do the work. The "boring" approach that historically outperforms most active strategies.
📌 e.g. Coca-Cola (KO), Apple (AAPL), Berkshire (BRK.B) — durable brands, wide moats, held for decades.
📊 Index / Passive Investing
John Bogle
Don't try to beat the market — own the whole market cheaply. Dollar-cost average into index funds. Beat most professionals by doing almost nothing.
📌 e.g. SPY / VOO (S&P 500), VTI (total US market), QQQ (Nasdaq 100). Set auto-invest and ignore the noise.
🌱 Growth Investing
Philip Fisher
Find companies growing revenues and market share rapidly. Pay a premium for future dominance. Higher upside, higher volatility — patience and conviction required.
📌 e.g. NVIDIA before the AI boom, Amazon in the 2010s — high P/E, high growth, requires holding through painful drawdowns.
📈 Trend Trading
Jesse Livermore
Follow price momentum. Buy what's going up, sell what's going down, cut losses fast. Demands iron discipline — most practitioners eventually lose without a system.
📌 e.g. Bitcoin & crypto cycles, NVDA breakout in 2023. Success depends entirely on when you enter and exit.
🌐 Macro Hedge
George Soros · Ray Dalio
Trade across asset classes based on macroeconomic cycles: currencies, bonds, commodities, equities. Extremely high bar for entry — this is institutional-level complexity.
📌 e.g. Gold (GLD) as inflation hedge, TLT on rate cuts, oil on supply shocks. Soros shorted the British pound. Dalio uses All Weather.
🎯 Core-Satellite
Bogle + Buffett / Fisher hybrid
80% index for stable market beta · 20% active positions for selected upside. Structure that lets you benefit from both systematic and conviction-based investing.
📌 e.g. VOO as core + 3–5 hand-picked stocks as satellite. Separates "must not lose" from "willing to bet on."
Question 1 of 4 — Let's start from the basics
A quick introduction before we build your system
These are the building blocks. Tap to expand any section. No test — just context so you can make an informed choice.
📂 Q1-1 — What types of investing exist?
🧭 Q1-2 — What are the main investing philosophies?

You've probably heard of these investors. Tap each one to see what approach they represent.

Question 2 of 4
Which school do you think the 8 AIs recommended?
Make a prediction — then see the actual experiment data. You can select more than one.
🦅 Value Investing
📊 Index Investing
🌱 Growth Investing
📈 Trend Trading
🌐 Macro Hedge
🎯 A mix of all
Question 3 of 4 — Your profile
Tell me about yourself
Answer honestly — the more accurate, the more useful your AI prompt will be.
🦅

📋 Your Answers — Fit Analysis


🚀 Your Personalized Prompt Library

Choose a use case, copy the prompt (pre-filled with your answers), paste into any AI and start immediately.
🔒 Privacy tip: The copied prompt includes our most complete financial context template — delete any lines you'd rather not share, nothing is required. Fill it in directly in your AI chat, not here. We never see or store your conversation.
🧪 Decision Lab — 6 Calculation Tools
Each tool is a full decision engine: calculate → AI explain → visualize → decide. All 5 schools + 8 AI committee inside every tool.
Tool #1
📊 DCA Strategy Lab
Smile Curve · Compound sim · 5-school verdict
Tool #2
🔴 Recovery Planner
Hold / Add / Cut · Opportunity cost · Sunk cost reset
Tool #3
🎯 Kelly Lab
Win rate × Odds → Optimal size · Risk of Ruin
Tool #4
💚 Dividend Engine
Freedom Date · DRIP · YoC · FCF safety check
Tool #5
🔺 Pyramid Builder
Buy-down / buy-up · Risk budget · Stress test
Tool #6
🩺 Portfolio Doctor
N-effective · Fake diversification · Black swan test
Also available in Chinese — 中文版入口 →
⚠️ For educational purposes only. Not financial advice. Investing involves risk — always do your own research.