Why the first years matter most
Financial planners call this sequence of returns risk. If the market drops right when you start withdrawing, you sell investments while prices are low, and that money isn't there when the market recovers. The same crash ten years later does much less damage, because by then you've already taken out a good chunk of what you need.
Meet Michael & Linda
They're a fictional middle-income couple we built so you can see a full retirement plan with real numbers instead of rules of thumb. Here's what goes into their plan.
| Item | Michael & Linda |
|---|---|
| Ages today | Both 62, married filing jointly |
| Work | Linda retires in 2027 ($48,000 salary); Michael in 2028 ($72,000 salary) |
| Savings | $550,000 total: Michael's 401(k) $310,000, Linda's 403(b) $165,000, Linda's Roth IRA $40,000, emergency savings $35,000 |
| Social Security | Both claim at 67 in 2031: Michael $2,450/month, Linda $1,650/month |
| Pension | Linda, $650/month starting 2027 |
| Home | Worth $380,000, $95,000 left on the mortgage ($1,150/month, paid off in 2034) |
| Living costs | $3,675/month, plus about $1,300/month for healthcare |
| Goal | Leave at least $100,000 at the end of the plan |
Test 1: one bad year, right at the start
The planner replays their whole retirement with a single bad year at the start, then normal returns after that. Here's what's left at the end of the plan:
| Scenario | Left at the end | Versus plan |
|---|---|---|
| Normal plan | $100,000 | Goal met |
| Market down 20% in year one | $74,000 | −26% |
| Market down 30% in year one | $60,000 | −41% |
| Inflation runs at 5% instead of 3% | $82,000 | −18% |
In every case their money still lasts, but they'd fall short of their $100,000 legacy goal. A 30% crash costs them about $40,000 of what they hoped to leave behind.
Test 2: 5,000 random futures
Real markets don't have just one bad year. A Monte Carlo simulation runs the plan through thousands of possible futures, with good years, bad years and crashes in random order, and counts how often the money holds up.
| How they spend | Result across 5,000 futures |
|---|---|
| Spend every planned extra dollar, no matter what | Money lasts in 41% |
| Trim the extras by 10% in down years | Essentials covered in 89% |
The difference is largely about flexibility. Their essential bills don't change. The only thing that changes is whether they hold back a little on travel and fun money after a bad year.
What helps if a crash hits early
- Flexible "extras": splitting spending into must-pay bills and nice-to-haves gives you something to adjust that doesn't touch your bills.
- A cash cushion: Michael and Linda keep $35,000 in emergency savings, so they don't have to sell investments at the bottom.
- Guaranteed income: Social Security and Linda's pension pay out whatever the market does, so the worse the market, the more these matter.
- Testing before, not after: knowing your numbers ahead of time turns a scary headline into a plan you already made.
Want the spending side of their plan? Read how much they can safely spend in retirement.
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Quick answers
What is sequence of returns risk?
It's the risk that the market falls early in your retirement, when withdrawals do the most damage, because you sell investments while prices are low.
How much does a 30% crash in the first year hurt a retirement plan?
For our sample couple, a 30% drop in year one cut what they leave at the end from about $100,000 to about $60,000, but their money still lasted their whole lives.
What is a Monte Carlo retirement simulation?
It runs your plan through thousands of possible market futures in random order and reports how often the money holds up. Michael and Linda's essentials stayed covered in 89% of 5,000 futures when they trimmed their extras by 10% in down years.
Keep reading
Educational only, not financial, tax or legal advice. Michael & Linda are a fictional sample couple built to show how the planner works; their figures come from the RetireBlueprint Pro sample plan as of October 2026 and use its default assumptions (3% inflation, 2.5% Social Security cost-of-living increases). Your numbers will be different.