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Skills / Personal-finance

Buy This, Not That

Never quit — get laid off.

Sam Dogen's Buy This, Not That applies named numerical rules — the 30/30/3 Home Buying Rule, the 1/10th Car Rule, and ROI-based education analysis — to transform major financial decisions from instinct into a binary, number-grounded verdict. The methodology covers seven life financial categories: housing, vehicles, education, career, relationships, investing, and retirement. Built on Dogen's 13-year Goldman Sachs career and his own early retirement at 34, the framework helps middle-income earners identify precisely which purchases build wealth and which quietly erode it.

By Sam Dogen · Free
Specimen 01 · Live diagnosisBuy This, Not That
Input

“I'm looking at a $575,000 house. I make about $140,000 a year and I have $95,000 saved up. My lender just pre-approved me for $520,000.”

Diagnosis
Every major financial decision you'll make — buying a home, choosing a car, picking a degree, changing jobs — has a right answer and a wrong answer.
Full transcript ↓
Calibrated referenceagent-skills.ai
The gap

The 30/30/3 and 1/10th rules — a clear verdict on every major purchase you'll ever make

Buy This, Not That structures every major financial decision as a binary verdict — Buy This (the wealth-building choice) versus Not That (the wealth-eroding path) — applied consistently across seven life categories: housing, vehicles, education, career, relationships, investing, and retirement. The framework's anchors are two named numerical rules: the 30/30/3 Home Buying Rule (30% minimum down payment, monthly housing costs no more than 30% of gross income, purchase price no more than 3× annual gross income) and the 1/10th Rule for Car Buying (spend no more than 10% of annual gross income on any vehicle). These are supplemented by prescribed savings rate targets (20% minimum; 50%+ for FIRE aspirants), ROI-based education analysis that treats tuition as a business investment with a measurable salary-premium return, and Dogen's stealth wealth philosophy — accumulate aggressively, avoid lifestyle signaling, and prioritize real estate as the primary wealth-building vehicle for the middle class.

The problem

Most middle-income earners make their biggest financial decisions — buying a home, choosing a college, purchasing a car — based on what they can qualify for, not what builds wealth. A lender will approve a mortgage at 5× your income; a dealership will finance a $65,000 truck on a $55,000 salary. Without prescriptive numerical rules, you can do everything 'responsibly' by conventional standards and still undermine a decade of wealth-building potential in a single purchase decision.

The solution

Apply the 30/30/3 rule, the 1/10th rule, and ROI-based thinking to any major purchase and walk away with a specific dollar ceiling, a clear Buy This or Not That verdict, and a rationale grounded in Dogen's 13 years of investment banking and a decade of documented early-retirement experience.

You bring
  • Your gross annual income (individual or household)
  • The price or cost of the asset you're evaluating (home price, car sticker price, tuition total, etc.)
  • Your current liquid savings and estimated savings rate
  • The decision category: home purchase, vehicle, education, career move, or investment
You get
  • A Buy This or Not That verdict with the exact dollar ceiling the applicable rule prescribes
  • A specific rule-violation report naming which of the three criteria fail (e.g., 'Your target is 4.1× your income — above the 3× ceiling')
  • A stealth-wealth reallocation identifying consumption spending to redirect into compounding assets
  • A FIRE savings rate timeline mapping your current percentage to a projected financial independence date
In action

Watch the methodology work.

Three specimens from a single real session: the same situation, unaided and calibrated, the full transcript, and the skill answering live in the channel where the work happens.

Fig.01The same situation, two ways
Specimens A · B
Specimen AVague
Unaided

“You're pre-approved for $520,000 and have found a $575,000 home you love. Your income is $140,000, you have $95,000 saved, and the monthly payment seems manageable. You've done everything right — consulted a lender, built savings, avoided buying at the absolute market peak. But something nags. You can't put a number on whether this is actually a smart move.”

×Vague — nothing concrete to act on.
Specimen BCalibrated
With Buy This, Not That

“The 30/30/3 audit surfaces two failures: your target price is 4.1× your income (the ceiling is 3×, or $420,000), and your real down payment of $75,000 falls $97,500 short of the 30% required. Verdict: Not That — not because you can't afford the payments, but because this purchase violates the rules that separate wealth-building decisions from lifestyle ones. You now have a specific Buy This price range ($350K–$420K), an exact savings target ($105K–$126K down), and a 12–24 month runway to get there. The nagging feeling has a name, a number, and a plan.”

Specific, grounded, and ends with one clear next step.
Fig.02A real session, unedited
In-app · assistant
Buy This, Not ThatClaude
Buy This, Not That
Every major financial decision you'll make — buying a home, choosing a car, picking a degree, changing jobs — has a right answer and a wrong answer. Not based on feelings, not based on what your lender approved, but based on numbers. Tell me the decision you're facing and your gross annual income, and I'll run it through the framework to give you a Buy This or Not That verdict.
I'm looking at a $575,000 house. I make about $140,000 a year and I have $95,000 saved up. My lender just pre-approved me for $520,000.
Good — let's run the 30/30/3 audit. Three criteria, all three must pass.
Test 1: Purchase price ≤ 3× gross annual income$575,000 ÷ $140,000 = 4.1× — ❌ Fails. The ceiling is $420,000.
Test 2: Down payment ≥ 30% of purchase price30% of $575,000 = $172,500 required. You have $95,000 — ❌ Fails. You're $77,500 short.
Test 3: Monthly housing costs ≤ 30% of gross monthly incomeAt a 7% rate on a $480,000 loan, your payment is ~$3,193/month. Your ceiling is $3,500/month — ✅ Passes.
Verdict: Not That — two of three criteria fail. Your lender's pre-approval is not a wealth-building signal. It tells you what they'll accept as risk, not what serves your financial future.
That's a gut punch. So what price would actually pass the test? And does the 3× rule apply in my market — I'm in a mid-size city, not NYC or San Francisco.
The 3× rule is designed for most US markets, and mid-size cities are exactly where it applies cleanly. For you to reach a Buy This, two paths:
Path A: Adjust the price. At $140K income, the 30/30/3 ceiling is $420,000. On $420K with 30% down ($126,000), your monthly payment is roughly $1,976 — well inside your 30% ceiling. That's a clean Buy This.
Path B: Build savings first. If $575K is the right home, you need $172,500 down and income closer to $192,000 to clear the 3× test. At a reasonable savings rate, that's 2–4 years.
One clarifying question before I refine the numbers: is that $95,000 entirely earmarked for a down payment, or does that include your emergency fund? Because liquid reserves should not be counted in the down payment figure.
About $20,000 of it is my emergency fund — I keep three months of expenses there. So I really only have $75,000 to put down.
That matters, and it's exactly the kind of number lenders never ask about. Your real down payment is $75,000, not $95,000. That means the 30% gap on $575K is now $97,500 short — not $77,500. The picture got worse.
This is the core insight of the framework: the system will let you borrow more than you should. Pre-approval of $520K means they'll take on the risk at their terms. It says nothing about whether that purchase serves your wealth trajectory.
Here's your Buy This roadmap:- Target price: $350,000–$420,000 (clears the 3× test at $140K income)- Down payment needed: $105,000–$126,000 (30% of target range)- Gap to close: $30,000–$51,000 from your current $75,000- Timeline: 12–24 months of focused saving gets you there, depending on your current rate
Want me to map your savings rate against Dogen's targets to see how quickly you can build to that down payment — and what you'd need to set aside each month?
Yes — and I'd also want to know what savings rate I'd need to be in a position to buy something closer to $500K in the next three years.
Reply to Buy This, Not That
What the skill is doing
0130/30/3 Home Buying Audit
021/10th Vehicle Budget Check
03Education Degree ROI Analysis
Fig.03The same skill, in the channel you already use
WhatsApp · live
9:41
BTBuy This, Not Thattyping…
Messages are end-to-end encrypted. No one outside of this chat can read them.
Today
I'm looking at a $575,000 house. I make about $140,000 a year and I have $95,000 saved up. My lender just pre-approved me for $520,000.9:14✓✓
Every major financial decision you'll make — buying a home, choosing a car, picking a degree, changing jobs — has a right answer a…9:14
Not based on feelings, not based on what your lender approved, but based on numbers.9:15
Tell me the decision you're facing and your gross annual income, and I'll run it through the framework to give you a Buy This or N…9:15
Message

The same skill, where the work happens.

No new app to learn. The methodology runs over the WhatsApp Business API, so the answer lands as a reply in the thread you’re already in — same rigour, zero context-switch.

Reads the situation, names the pattern, returns one concrete next move.
Delivered in seconds, inside a conversation that already exists.
Specimen · WhatsApp Business API · live
Capabilities

What it does, specifically.

Each capability is a distinct move drawn straight from the source methodology — not a generic assistant guessing.

CapabilityC-01

30/30/3 Home Buying Audit

Input your gross income and target home price to receive a three-part audit: whether your down payment reaches 30%, whether your monthly payment stays within 30% of gross income, and whether the purchase price clears the 3× income ceiling. All three must pass for a Buy This verdict — a single failure means Not That, with specific numbers showing exactly how far you are from the threshold.

Directly applies Dogen's 30/30/3 Home Buying Rule, the central housing framework in Buy This, Not That, developed from his analysis of why most middle-class home purchases fail to build generational wealth despite appreciating in price.
CapabilityC-02

1/10th Vehicle Budget Check

Enter your gross annual income to receive your exact vehicle ceiling under the 1/10th rule, then test any specific car price against that ceiling. If the target vehicle fails, the skill identifies alternative tiers that fall within the rule and calculates the true annual cost of the overspend — including the compounding wealth destroyed by money tied up in a depreciating asset.

Based on Dogen's 1/10th Rule for Car Buying — spend no more than 10% of gross annual income on any vehicle — described in Buy This, Not That as one of the most reliably wealth-protective spending rules for middle-income earners.
CapabilityC-03

Education Degree ROI Analysis

Model a degree or school choice as a business investment: total cost (tuition plus four years of opportunity cost), expected starting salary premium above the no-degree alternative, and estimated time to recoup the full investment. The skill issues a Buy This verdict when the ROI clears the threshold and a Not That with a lower-cost alternative when it doesn't.

Grounded in Dogen's framework for treating education as a financial instrument, a core chapter of Buy This, Not That, where the evaluative question is not 'Is this a good school?' but 'Does the salary premium justify the total cost of attendance?'
CapabilityC-04

FIRE Savings Rate Mapping

Enter your gross annual income and annual savings to calculate your current savings rate, then map it against Dogen's prescribed thresholds: 20% minimum for baseline wealth-building, ramping to 50%+ for a meaningful FIRE timeline. The skill projects estimated financial independence dates at your current rate, your minimum target rate, and your aspirational FIRE rate — making the cost of under-saving visible in years, not percentages.

Aligned with Dogen's savings rate prescriptions in Buy This, Not That, which treat savings rate as the single most controllable wealth lever — especially for middle-income earners who cannot outinvest a low savings rate.
CapabilityC-05

Stealth Wealth Spending Diagnosis

Review a snapshot of your monthly spending and identify which categories signal wealth without building it — visible lifestyle consumption — versus those that compound quietly into assets. The skill flags stealth-wealth opportunities: specific dollar amounts being spent on wealth-signaling consumption that could be reallocated without materially reducing quality of life.

Based on Dogen's stealth wealth philosophy, a pillar of Buy This, Not That, which holds that conspicuous spending destroys both actual wealth accumulation and the low-profile social environment that makes sustained wealth-building possible.
Tested

Graded before it shipped.

Every skill is scored against independent scenarios for methodology fidelity before it goes live — not vibes, a rubric.

What it produces
OutputD-01

Buy/Not That Decision Scorecard

A verdict sheet for your specific purchase: the applicable rule (30/30/3, 1/10th, or education ROI), your numbers versus the prescribed threshold, a pass or fail on each criterion, and the exact dollar adjustment needed to convert a Not That into a Buy This.

OutputD-02

30/30/3 Home Affordability Map

A three-axis breakdown of your home-buying constraints showing your maximum purchase price by the 3× rule, your maximum monthly payment by the 30% rule, and your current savings versus the required 30% down — simultaneously, so you can see where all three stand at once.

OutputD-03

FIRE Savings Rate Timeline

A projection showing your estimated financial independence date at your current savings rate, your minimum Dogen target (20%), and your FIRE target (50%+) — converting abstract percentages into concrete years so the compounding cost of under-saving becomes tangible.

OutputD-04

Stealth Wealth Reallocation Plan

A categorized breakdown of current spending split into wealth-building assets and lifestyle consumption, with specific monthly dollar amounts identified for reallocation — ranked by impact and friction so the easiest high-value shifts come first.

The source

Grounded in the original work.

Every answer traces back to a real source and the practitioner who wrote it — not a secondhand summary. Here is the source of record.

Source authorA-01

Sam Dogen

Sam Dogen spent 13 years in investment banking at Goldman Sachs and Credit Suisse before negotiating a severance package and retiring at age 34 in 2012. He founded Financial Samurai in 2009 — one of the longest-running independent personal finance blogs in the United States — and published Buy This, Not That through Portfolio/Penguin in 2022. His own trajectory from banking analyst to early retiree is the proof-of-concept woven through every rule in the book.

Status · Inspired by Sam Dogen’s work — not yet claimed. Are you Sam Dogen?
Primary sourceS-01

Buy This, Not That: How to Spend Your Way to Wealth and Freedom (Portfolio/Penguin, 2022)

by Sam Dogen

Former Goldman Sachs and Credit Suisse investment banker; retired at 34 via negotiated severance; founder of Financial Samurai (est. 2009); Portfolio/Penguin published author.

Read the original ↗
Citationfinancialsamurai.com
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Notify meEmail
At launchI'm considering a major purchase and want a Buy This or Not That verdict. My gross annual income is $[X], the purchase price is $[Y], and I have $[Z] in savings. Can you run the 30/30/3 audit — or whichever rule applies?