I Spent 10 Years in the Wrong City. Here’s The Framework I Wish I Had.
Conventional wisdom on selecting cities tends to be overly generic.
I know this because I spent ten years living in a New York City – a city that looks great on paper.
It’s globally recognized, full of opportunity, and has every possible convenience. And yet, over time, it just didn’t feel right for me.
It wasn’t a bad experience. It just felt like I was in the wrong place for reasons I couldn’t quite articulate.
I’d had this feeling for a long time.
But given the range of possible cities to choose from, the uncertainty and ambiguity around them, and a wide range of experiences being reported…
Information overload and decision paralysis followed.
Combine that with psychological tendencies towards pain avoidance (the delightful moving process) and doubt avoidance (how do I even know the new city will be better?) – and slight variations of the status quo becomes the norm.
I.e. stay in the same city.
When I started planning a possible move late last year, I tried to address this by getting advice from both people who knew me (and of course, LLMs).
The advice was well-intentioned but mostly unhelpful.
Not that I felt like anyone was trying to mislead me—but because the advice wasn’t personalized to my life. People were giving me recommendations filtered through their definitions of what matters.
Someone says, “Don’t move to Seattle, it rains a lot.”
Someone else says, “You should move to Nashville or Austin.” When pressed, it’s because they took a two-day business trip, went to great restaurants, and enjoyed the vibe.
Even well-vetted advice can be wrong in context. When I lived in Atlanta for a few years, the default line was: you need a car. Maybe that’s true for many lifestyles. It wasn’t true for mine. What mattered more was how I actually spent my day: school, studying, errands, gym, basic routines.
I lived near where I needed to be, walked more than most people assumed, and used taxis and rideshares strategically. In Atlanta, monthly parking was $~150. Ubers averaged less than $20/week.
The city’s reputation didn’t match my lived experience—because my routine didn’t match the “average” routine implied by the reputation.
That’s the fundamental problem:
Most advice about choosing a city fails because it isn’t personalized.
The good news is: this is solvable.
It just requires a framework that starts with your real day-to-day life.
Step 1: Audit your day-to-day (the foundational move)
Before you research cities, ask a simpler question:
What does my life actually look like right now?
For a couple weeks, track your routine at a practical level. Not “I value health.” Not “I love nature.” The actual sequence:
Do you work remotely or commute? If you do commute, how?
How often do you leave the house on weekdays?
Do you cook, buy pre-cooked meals, or mostly eat out?
What errands happen weekly (groceries, pharmacy, gym, laundry)?
What do you do on weekends when you have free time?
What do you do for fun / to blow off steam?
This is where people get tripped up. They choose cities based on identity (“I’m a nature person”), aspiration (“I’m going to hike every weekend”), or aesthetics (“I want charm”).
None of those are inherently wrong.
But they’re unreliable inputs if they aren’t grounded in practical behavior and habits.
One of the biggest insights I had was realizing that some “preferences” were actually requirements for my mood, health, and productivity—and some things I thought mattered were mostly nice-to-haves.
Example: nature access. It didn’t become real for me because I wrote it down as a value. It became real when I started walking in the park regularly—early, even when it was cold, even when the weather wasn’t ideal. That behavior was evidence. It told me: this isn’t a nice-to-have or a fantasy. It’s a proven requirement for my wellbeing.
Step 2: Turn your routine into criteria (make it testable)
Once you understand your day-to-day, convert it into criteria that are specific enough to evaluate.
Start with broad categories (most people share these):
Cost of living (true cost, not just rent)
Housing (size, age, noise, amenities)
Employment
Food access (diet, convenience)
Walkability and transportation
Healthcare access (if relevant)
Weather (what you enjoy, tolerate or dislike)
Access to nature
Safety (as you define it)
Logistics (airports, shipping, family visits, errands)
Density / stimulation (do you want energy or calm?)
Then make them concrete. “Access to nature” is not a criterion. It’s a label.
A criterion is something you can test, like:
“Within a 15-minute walk: a park I’d actually use.”
“I can do 80% of my weekly errands without a car.”
“My grocery options support how I actually eat (not how I wish I ate).”
“Rent + utilities + predictable ‘extras’ fit within my comfort range.”
“Noise and stress in the home environment stay below a threshold.”
The point is not to create a perfect scoring system. The point is to stop making decisions based on vibes you can’t operationalize.
Step 3: Prioritize (must-haves vs nice-to-haves, reality vs aspiration)
Now the real work: prioritization.
People frequently confuse a preference with a requirement.
A must-have is a constraint you can’t realistically violate without breaking the move:
budget reality
commute requirements (if you have them)
core health needs
housing necessities (space, noise insulation, safety, etc.)
logistics you can’t wish away
A nice-to-have is something you want, but could sacrifice if other wins are strong.
A second consideration matters just as much: Daily needs vs episodic needs.
Daily needs dominate your happiness because they repeat. A great restaurant scene matters less if you eat at home 90% of the time. A world-class airport matters less if you fly twice a year. On the flip side, if you travel constantly, the airport becomes a daily-life consideration.
Finally: Current reality vs future aspiration.
If you aren’t exercising now, don’t overweight “strong fitness culture” as the deciding factor. That doesn’t mean you can’t change—but it means you should be honest about the likelihood that a move alone will change you.
A useful test here:
If this criterion disappeared, would I be mildly disappointed—or miserable?
If I got “good enough” here, would that free me to prioritize other things?
Step 4: Apply the framework to your current city first
As with any experiment – having a benchmark or starting point is best.
Run the framework on where you currently live:
What works well?
What’s constantly annoying?
What are you compensating for with money, time, or stress?
Which friction points keep showing up?
This is how you learn what you’re actually trying to change.
For me, this is also helped flesh out interdependencies. The living environment affects stress. Stress affects sleep. Sleep affects diet. Diet affects health. Health affects productivity. Productivity affects earning power and confidence. Suddenly the city choice isn’t just lifestyle—it’s downstream of everything.
Step 5: Research cities—but evaluate at the neighborhood level
Here’s a simple truth that collapses a lot of noise:
Most cities aren’t one experience. They’re a bundle of neighborhoods.
Even in cities with strong overall characteristics, your day-to-day is determined by:
where you live
where you work
what’s within walking distance
how you move around
what your immediate environment feels like
Atlanta has walkable areas. It has areas where you can live without a car. It also has areas where that would be miserable. “Atlanta” as a single recommendation is meaningless without the neighborhood.
Same for Seattle. Same for NYC. Same for almost anywhere that isn’t tiny.
A practical research method that helped me:
List cities you think you’d like
Also list cities you’re confident you wouldn’t
Use the contrast to refine your constraints (e.g., “I don’t tolerate extreme heat” or “I don’t want months of sub-freezing temperatures”)
Step 6: Down-select to 3–10 options (then stop browsing)
At some point, “more research” becomes procrastination.
Build a shortlist. For me, it included places like Boulder, Denver, Nashville, Seattle, Santa Clara, San Francisco, Oakland, Chicago, Tampa, Raleigh, Bellevue.
Your list will differ. That’s the whole point.
Use a simple rule:
Must-haves = pass/fail
Nice-to-haves = 1-5 score
Keep notes on trade-offs, not just ratings
Step 7: Experiment (visits prevent expensive mistakes)
If there’s one cheat code here, it’s this:
Visit. Simulate a normal week or at least a few days.
Don’t just do tourist stuff. Do your routine:
walk to a grocery store you’d actually use
try the transit route you’d actually take
go to a gym you’d actually join
walk in the neighborhood at the time you’d normally walk
sit in a café and work for an hour if you work remotely
pay attention to friction: noise, safety vibe, stress level, convenience
This is also where you learn things you can’t learn online.
I almost chose a building/neighborhood combination that looked perfect on paper—until I visited and noticed sketchy behavior from the building manager. The neighborhood and apartments were great. But the “day to day reality” felt off – ranging from spikes in traffic noise, hidden fees and a lot of “it depends” answers to my questions. That’s not a minute detail. That’s the kind of thing that turns a move into a chronic stress generator.
Step 8: Decide (don’t let perfect be the enemy of good)
There will always be trade-offs.
Some people try to optimize to a mythical “perfect city” and end up stuck, endlessly comparing. Instead, aim for:
Significantly better than your current state.
Then commit.
You can refine over time—sometimes within the same region, sometimes within the same city, often just by switching neighborhoods.
This is where diminishing marginal returns matters. Getting to 8/10 on your must-haves usually beats sacrificing multiple criteria to chase 10/10 on one. “Good enough” is not settling; it’s calculated decision.
Lessons learned (what I wish I could tell my past self)
1) Test aspirations vs reality.
If you don’t do it now, don’t overweight it. Validate needs through behavior.
2) Social life is portable.
“Seattle is less friendly” is too generic to be actionable. You can meet people anywhere and be lonely anywhere. Your habits and communities matter more than city stereotypes.
3) Experimentation prevents expensive mistakes.
Visits, neighborhood testing, and realism checks beat internet certainty.
4) Hidden costs matter.
Not just money—time and friction. Filters, locks, insurance, parking, delivery fees, and all the little things that add up. A rent number without lifestyle math is incomplete.
5) Diminishing marginal returns are everywhere.
You don’t need perfection. You need a strong baseline across key variables. Then you can make a decision regarding what to optimize and when/where to fit in nice to haves.
6) “Access to nature” is not a single preference.
A 5am hiker and a casual park walker are describing different lives. Same label, different requirement.
Closing Thoughts
I’ve walked in the Seattle rain. I’ve seen gray days. And I’m still glad I moved—because the decision wasn’t based on a city’s reputation. It was based on whether the city fit my real day-to-day life.
If you’re considering a move, don’t start with “What’s the best city?”
Start with:
1. What does my life actually look like?
2. What would make it meaningfully better?
3. Which places can realistically support that?
Then build your shortlist—and go test it.