FINANCIAL INTELLIGENCE

RetirementByAI.com

Battle-Tested AI Prompts for Strategic Retirement Planning & Financial Independence

OpenAI ChatGPT
Google Gemini
Anthropic Claude
xAI Grok
[CPA & Tax Strategist]

Tax-Optimized Drawdown & Conversion Strategy

"You are a CPA and tax planning strategist specializing in retirement distribution modeling. Analyze the following portfolio breakdown to create a tax-efficient withdrawal strategy:
- Traditional IRA/401(k): $850,000
- Roth IRA: $220,000
- Taxable Brokerage: $350,000
- Desired Annual Net Income: $95,000
- Target Retirement Age: 60 (Pre-Medicare)
Provide a step-by-step drawdown sequence (ordering of account withdrawals) that minimizes lifetime tax liability, manages ACA health insurance premium tax credit income thresholds, and evaluates a multi-year Roth conversion ladder prior to required minimum distributions (RMDs)."
[FIRE Practitioner]

Lean/Coast FIRE Bridge Strategy

"You are an expert Financial Independence, Retire Early (FIRE) consultant. Evaluate our timeline for achieving early retirement at age 48 using a Coast FIRE to Full FIRE transition model:
- Current Age: 36
- Current Net Worth: $480,000 ($380k invested in low-cost index funds, $100k home equity)
- Current Annual Savings: $42,000
- Estimated Annual Post-Retirement Expenses: $65,000
Calculate our projected FI metrics assuming a 4% safe withdrawal rate (SWR) and a conservative 6% real inflation-adjusted return. Detail a specific 10-year 'bridge account' strategy to fund living expenses between age 48 and age 59.5 without incurring early 401(k) withdrawal penalties."
[Senior CFP® Professional]

Comprehensive Conservative Retirement Stress-Test

"You are a conservative Certified Financial Planner™ (CFP®) with 25 years of experience in wealth preservation and risk mitigation. Conduct a rigorous, multi-variable stress test and retirement viability analysis based on the following comprehensive client profile:

CLIENT PROFILE & ASSETS:
- Household Profile: Married couple, primary earner age 54 (plans to retire at 58), partner age 52.
- Current Annual Household Income: $210,000.
- Liquid/Invested Net Worth: $1,650,000 ($1.1M in Traditional 401(k)/IRA, $400k in Taxable Brokerage, $150k in High-Yield Savings/Short-Term Treasury Bills).
- Real Estate: Primary residence valued at $550,000 ($120,000 remaining on 3.25% mortgage; $1,800/mo PITI; 8 years remaining).
- Future Guaranteed Income: Estimated Social Security of $3,200/month for primary earner starting at age 67, and $2,100/month for partner starting at age 67. No pension.
- Projected Retirement Spending: $105,000/year (base living expenses) + $15,000/year (discretionary travel/hobbies for the first 10 years).

ANALYSIS REQUIREMENTS:
1. Monte Carlo & Sequence-of-Returns Risk: Model a conservative 5.0% real return scenario and evaluate a severe market downturn (-20% in years 1 and 2 of retirement). How does this impact portfolio longevity to age 95?
2. Asset Allocation & Bucket Strategy: Recommend a conservative 3-bucket distribution framework (Cash Buffer, Fixed Income/Bonds, Core Equities) to insulate against short-term volatility.
3. Healthcare & Long-Term Care (LTC): Detail a risk-mitigation plan for private health insurance covering ages 58 to 65 (pre-Medicare), plus reserve strategies for potential long-term care needs.
4. Withdrawal Framework: Compare a fixed 3.5% Safe Withdrawal Rate (SWR) against a Guardrails/Dynamic Withdrawal Method (Guyton-Klinger) to determine maximum allowable initial drawdown."