Prompt Library

Investing Prompts That Teach, Not Just Stock Tips

20 copy-paste prompts

20 ChatGPT prompts for stock research, portfolio construction, retirement planning, crypto evaluation, and investment decisions grounded in principles.

Research & Analysis

5 prompts

Stock Fundamental Analysis

1/20

Analyze [ticker] fundamentally. Include: business model explanation, revenue sources + growth, profitability metrics (margins, ROE, ROIC), debt levels, moats/competitive advantages, key risks, management assessment, valuation (P/E vs industry, DCF framework), who should buy/avoid. Based on publicly available info up to cutoff.

Analyzes stock fundamentals across business, financials, moats, and valuation.

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Pro tip: Always verify ChatGPT's stock data against current sources (ChatGPT has knowledge cutoff — numbers may be outdated). Use for framework + questions; verify numbers on Yahoo Finance, SEC filings.

Portfolio Analysis

2/20

Analyze my portfolio. Current holdings: [list with %]. Goals: [describe]. Risk tolerance: [describe]. Include: diversification analysis (sector, geography, asset class), overweight/underweight vs target allocation, fee audit (expense ratios), tax efficiency, rebalancing suggestions, concentration risks, opportunities.

Analyzes portfolios for diversification, fees, and rebalancing opportunities.

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Pro tip: Portfolio too concentrated in any single sector (>30%) or stock (>5% of total) = risk. Rebalance quarterly. Ignoring fees compounds against you: 0.5% vs 1% fees = $300K difference over 30 years.

ETF Comparison

3/20

Compare ETFs [list tickers]. Similar exposure analysis. Include: holdings overlap, expense ratios, tracking error, tax efficiency, liquidity, dividend yield + growth, top holdings, recent performance. Recommend one for [use case].

Compares ETFs across costs, tracking, and tax efficiency.

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Pro tip: Multiple ETFs often have 90%+ holdings overlap but different expenses. VOO (0.03%) vs IVV (0.03%) same S&P500 exposure = no meaningful difference. VFIAX mutual fund = same thing in mutual fund form.

Sector/Industry Research

4/20

Research [sector/industry]. Include: current landscape, major players, recent trends, growth drivers, regulatory headwinds, disruption risks, top companies ranked by quality, ETFs providing exposure, thesis for/against investing, time horizon considerations.

Researches sectors with landscape, players, and thesis.

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Pro tip: Sector investing requires strong thesis. "Tech is growing" = shallow. "Cloud computing 30% CAGR through 2030 due to X" = thesis. Without thesis, stick to broad index.

Earnings Report Decoder

5/20

Decode [ticker] earnings report. Key metrics: revenue, EPS, guidance, cash flow. Include: what beat/missed expectations, management commentary themes, guidance direction, margin trends, capital allocation, analyst reaction, whether stock move justified, long-term thesis impact.

Decodes earnings reports with beat/miss analysis and thesis impact.

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Pro tip: Stock reactions to earnings are often wrong short-term. Great earnings + stock drop = often buy opportunity. Focus on 2-year trends, not 2-day reactions.

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Portfolio + Asset Allocation

5 prompts

Asset Allocation by Age

6/20

Asset allocation for [age]. Risk tolerance: [conservative/moderate/aggressive]. Goals: [retirement, other]. Include: stock/bond split, domestic/international, REITs, alternatives, cash buffer, glide path over decades, tax-advantaged accounts priority. Simple principles, not magic formula.

Allocates assets by age, risk, and goals with glide path.

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Pro tip: Simple rule: "age in bonds" or "120 - age in stocks." Customize from there. 30-year-old might be 90% stocks / 10% bonds. 60-year-old might be 60/40. Closer to retirement = less risk.

Three-Fund Portfolio

7/20

Build three-fund portfolio. Accounts: [401k, IRA, taxable]. Risk level: [describe]. Include: US total stock (VTI equivalent), international stock (VXUS equivalent), US bonds (BND equivalent), allocation %, fund options per account type, rebalancing rules, why simple beats complex.

Builds three-fund portfolios with account-specific fund selection.

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Pro tip: Three-fund portfolio beats 95% of professional portfolios over 30 years. Simple = low fees + easy rebalancing + no overthinking. Bogleheads approach is unsexy and unbeatable.

Retirement Number Calculator

8/20

Calculate retirement number. Current age: [X]. Annual spending: [estimate]. Expected retirement age: [Y]. Social Security estimate: [amount]. Include: 4% rule application, total needed, current on track, required monthly savings, contribution priority (401k match → Roth → taxable), catch-up if behind.

Calculates retirement numbers with 4% rule and contribution priority.

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Pro tip: 4% rule = 25× annual spending. $60K/year retirement = $1.5M target. Start early; compounding does the work. Start late; aggressive catch-up + later retirement.

Rebalancing Strategy

9/20

Rebalancing strategy. Current allocation: [describe]. Target: [describe]. Include: frequency (quarterly/annually/threshold-based), tax implications (taxable vs IRA), new contributions for rebalancing vs selling, automation via target-date funds, keeping emotions out of it.

Strategies rebalancing with tax, frequency, and automation.

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Pro tip: Rebalancing forces "buy low, sell high" — what humans naturally don't do. Annual calendar rebalancing is simple + effective. Quarterly for active investors. Threshold-based (5%+ drift) = advanced.

Tax-Loss Harvesting

10/20

Tax-loss harvesting strategy. Current taxable holdings: [describe]. Losses available: [amount]. Include: wash sale rule (30-day), similar-but-not-identical swaps, $3K/year against ordinary income, carry-forward losses, year-end timing, not letting tax tail wag investment dog.

Strategies tax-loss harvesting with wash sale and swap tactics.

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Pro tip: Tax-loss harvesting saves $500-1,500/year for moderate portfolios. Don't sell good investments just for tax loss — swap to similar holding maintains market exposure while capturing loss.

Retirement + Accounts

5 prompts

401(k) Optimization

11/20

Optimize 401(k). Current: contribution %, employer match, fund options. Include: max employer match (free money), fund selection (low-cost index), Roth vs Traditional decision framework, target-date funds evaluation, rollover decisions (leaving job), loan policies warning, withdrawing rules.

Optimizes 401(k) with match, funds, Roth decisions, and rollovers.

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Pro tip: Capture full employer match FIRST — 100% instant return. Then max Roth IRA. Then return to 401(k) for remainder. Don't leave match on table — it's $5K+ annual salary.

Roth vs Traditional IRA

12/20

Roth vs Traditional IRA decision. Income: [current]. Tax bracket: [current]. Expected retirement bracket: [estimate]. Include: Roth rules (post-tax, tax-free growth, tax-free withdrawal, no RMD), Traditional rules (pre-tax, tax-free growth, taxed withdrawal, RMD at 73), income limits, conversion strategy, general rule of thumb.

Decides Roth vs Traditional IRA with income and bracket analysis.

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Pro tip: Generally: lower current bracket + expected higher later = Roth. Higher now + expected lower later = Traditional. When unsure, split between both. Tax diversification is rarely wrong.

Backdoor Roth IRA

13/20

Backdoor Roth IRA if over income limit. Income: [amount over limit]. Include: step-by-step (contribute Traditional, immediately convert to Roth), pro-rata rule warning (existing Traditional IRA balance complicates), mega backdoor for 401(k) plans allowing, proper tax form handling (8606).

Sets up backdoor Roth IRA with pro-rata rule warnings.

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Pro tip: Backdoor Roth = $7K/year (2026) tax-free growth forever. Pro-rata rule surprises high earners with existing Traditional IRA balances — roll those to 401(k) first, then backdoor clean.

HSA as Retirement Account

14/20

Use HSA as retirement tool. Current HSA: [describe]. Include: triple tax advantage (pre-tax, tax-free growth, tax-free medical), investing HSA balance (not keeping cash), contribution limits, spending medical out-of-pocket + reimbursing later, IRA-like at 65.

Uses HSAs as tax-advantaged retirement accounts.

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Pro tip: HSA is the BEST tax-advantaged account. Triple tax benefit. Max it if eligible (high-deductible plan). Invest contributions; pay medical out-of-pocket from other funds; reimburse decades later tax-free.

Early Retirement (FIRE) Math

15/20

FIRE math for early retirement. Current: income [X], expenses [Y], savings rate [Z]. Include: FIRE number (25× expenses), time to FIRE (based on savings rate), lean vs fat vs barista FIRE, safe withdrawal rate debate (4% vs 3.25%), healthcare bridge before Medicare.

Calculates FIRE numbers with savings rate and withdrawal safety.

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Pro tip: Savings rate > income for FIRE. 50% savings rate = FIRE in ~17 years regardless of income. $50K income + $25K spending = same timeline as $500K income + $250K spending.

Crypto + Alternatives

4 prompts

Crypto Investment Framework

16/20

Crypto investment framework. Experience: [beginner]. Include: BTC + ETH focus first, % of portfolio (1-5% for most), Coinbase/Kraken for beginners, cold storage for long hold, avoiding altcoin speculation, DCA over lump sum, tax complexity warning, volatility reality (50% drops normal).

Frameworks crypto investing with conservative allocation and storage.

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Pro tip: Crypto allocation 1-5% of net worth for most. Past 5% = speculation, not investment. Start with BTC + ETH only. Altcoins = 99% disappear eventually. Boring wins.

Real Estate Investment Options

17/20

Real estate investment options beyond house. Include: rental property, REITs (liquid, passive), real estate crowdfunding (Fundrise, CrowdStreet), house hacking (owner-occupied multi-unit), turnkey vs DIY, pros/cons of each, tax benefits (depreciation), time commitment.

Explores real estate investment options with pros/cons and time commitment.

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Pro tip: REITs give real estate exposure without landlord headaches. Direct real estate = illiquid + active management + leverage advantage. Pick one approach; mastering both takes years.

High-Yield Savings + CDs

18/20

High-yield savings + CDs strategy. Current cash: [amount]. Goals: [emergency fund, future purchase, income]. Include: comparing rates (currently 4-5%), FDIC insurance limits ($250K per bank), online banks vs traditional, CD ladders, when to lock in rates.

Strategies high-yield savings and CDs with rates and FDIC.

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Pro tip: Cash sitting in 0.01% savings = losing purchasing power. Transfer to online bank at 4-5%. 10-minute setup; $500-2K/year extra earnings on $20-50K emergency fund.

Alternative Investments

19/20

Alternative investments evaluation. Options: art, collectibles, private equity, hedge funds, farmland, angel investing. Per alternative: minimum investment, liquidity, correlation to stocks, expected return range, fees, who appropriate for, common mistakes.

Evaluates alternatives with minimums, liquidity, and expected returns.

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Pro tip: Alternative investments generally unnecessary for most investors. Public markets + real estate = sufficient diversification. Alts add complexity without meaningful return improvement for non-accredited investors.

Frequently Asked Questions

No — ChatGPT is not a licensed financial advisor. Use for education, research frameworks, scenario analysis, portfolio discussion. Never rely solely on AI for investment decisions. Consult fee-only fiduciary advisor for personalized advice. Do your own research always.
Starting 40+ requires aggressive saving (25-35% income), longer working life, catch-up contributions ($7,500 extra 50+), ruthless expense cutting. Not hopeless — people retire successfully starting at 45. Requires commitment + realistic expectations.
Index funds for 95% of investors. Individual stocks require hours weekly + emotional discipline + usually underperform. Buffett recommends low-cost index for most. If you love research, allocate 5-10% to individual stocks; index the rest.
Minimum 15% of income including employer match. Ideal 25%+. Bare minimum capture full 401(k) match. Build up over time — raises = all savings for first year or two. Lifestyle inflation is the wealth killer.
BTC + ETH as small allocation (1-5%) for digital diversification. Skip altcoins (99% failure rate). Treat as speculation, not retirement plan. Never invest what you can't lose entirely. Volatile asset class; accept 50%+ drawdowns as normal.

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