Aspiring Expats

Aspiring Expats · Methodology

Six dimensions, ten tags, an eight-factor field test, and the research discipline behind every destination profile on Aspiring Expats.

What We Do and Why

Aspiring Expats is a research methodology, developed by Aaron Haynes, for evaluating values-alignment in destination relocation decisions. It helps people see how cities fit with how they want to live.

Cost-of-living comparisons, visa overviews, and climate guides answer one set of questions. Aspiring Expats focuses on the harder set: whether the daily texture of a place fits the life you would want to build there. How a city moves through its days. How people gather, and how easily an outsider finds a way in. What gets rewarded, what gets overlooked, what kinds of self-expression the place makes room for.

These are the dimensions that decide whether a relocation produces the life someone was hoping for, and they are the dimensions that conventional resources aren’t built to evaluate. The Values Compass framework, which the rest of this page describes, is the operational form of that evaluation. Six dimensions, named and surfaced, so the question of fit can be examined before the move rather than discovered afterward.

The cost of getting this wrong is rarely visible in advance. People relocate to places that look right on paper and find, six or twelve months in, that the rhythm of the place is not their rhythm, that the social texture doesn’t fit how they want to belong, that the things they care about most are the things this place leaves at the edges. The aim of this methodology is to make that visible earlier, when the decision is still being made.

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The Values Compass

The Values Compass is Aspiring Expats’ six-dimension framework for evaluating destination fit. It is purpose-built for relocation decisions, not a general values-clarification or personal-development instrument.

Each dimension captures one of the structural ways a place shapes daily life. Together, the six map the dimensions that most consistently determine whether a relocation produces the life someone was hoping for. A destination’s profile across all six dimensions forms its signature: the specific shape of how that city actually lives.

The Compass produces a signature for each destination, read across the six dimensions and surfaced as an orientation along each one. A destination’s signature is not a verdict on whether the place is good or bad. It is a description of the specific shape of life there, against which a person’s own values can be read.

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How We Read a Place Beneath the Surface

Two destinations can read nearly identically on the same dimension for entirely different reasons. A city that reads Predictable on How Things Work because its institutions function with quiet reliability is a different daily reality from a city that reads Predictable because its citizens have built dense private workarounds. A city that lands Welcoming on Social Life because strangers are immediately at ease is not the same as a city that lands Welcoming because foreigners stay forever in a different layer than locals. Each dimension gives you a reading. What you actually feel living somewhere depends on what’s underneath it.

That’s what tags are for. Each tag names a specific mechanism, posture, or pattern that shapes how a dimension actually expresses itself on the ground. There are ten of them, and they sit alongside the six dimensions rather than inside them. Together they round out a destination’s shape in a way the six readings alone cannot.

Here is what each tag captures.

Two tags that shape Pace & Rhythm.

When the City Lives. Whether a place is a morning city, an evening city, or a night city – and whether daily time is structured by codified rituals, formless improvisation, or compressed schedules. Two evening cities can run very different days.

Three tags that shape Social Life.

How People Communicate. The cultural rules that govern how information is exchanged: how direct conversation gets, how face and dignity are protected, how disagreement is handled, what counts as respect in an everyday exchange.

Path to Belonging. The architecture of integration. How strangers become acquaintances and acquaintances become something more. How long that takes, what gestures are required, and where the path leads – including the destinations where genuine belonging is structurally bounded rather than open-ended.

The Ethics of Foreign Presence. The moral weight a place attaches to outsiders living there. Some destinations carry organized resentment of newcomers; others ambient unease about who is being priced out; others essentially neutral on the question; and others between. Each posture asks something different of a thoughtful newcomer.

Two tags that shape How Things Work.

Where Order Comes From. Why a place is reliable or unreliable – whether daily life is held together by institutional infrastructure, social norms, state administration, or interpersonal relationships. Two destinations that feel equally predictable can be running on entirely different machinery.

What the Culture Asks of You. The daily compliance load a newcomer takes on. Some places ask very little. Some encode the rules of waste sorting, quiet hours, and presentation into a finite moralized system. Some operate on an infinite open set of relational obligations that never fully discharge. The weight matters as much as the count.

Two tags that shape Work Culture.

How Drive Is Treated. The cultural posture toward ambition itself. Some places celebrate visible striving. Some treat it with suspicion. Some hold contented routines and high ambition in productive tension. The posture is independent of whether the work-life balance falls toward work or life.

What Success Looks Like. The culturally legible form of achievement once ambition is expressed. Career trajectory in one place. Craft mastery in another. Securing position inside a prestigious institution in another. The form is as decisive as the intensity.

One tag at the Self-Expression / Social Life border.

How Difficulty Is Met. How a culture metabolizes setbacks, frustration, and hard things. Whether difficulty is processed through ironic deflection, excavatory intensity, stoic endurance, practical workaround, or face-preserving indirection. Independent from how people talk in general; this is specifically what they do with the hard things.

One tag that shapes Nature.

Sensory Load. How much the environment asks of your body day to day. Some places are quiet, contemplative, restorative. Some are bright, layered, charged. Both are sought; both are legitimate. The question is what your nervous system needs.

These ten tags do not appear in every destination’s profile with equal weight or equal certainty. Some patterns hold steady enough to assign with confidence across destinations. Others require deeper research to read accurately, and there are destinations where the evidence is genuinely not yet clear. We say so when that is the case. The next section turns to how that kind of reading gets earned: by testing a place on the ground.

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How We Test a Destination on the Ground: IMMERSE-U

A visit tells you what you can see. Living somewhere as a resident, even briefly, tells you what daily life is actually like. IMMERSE-U is Aspiring Expats’ methodology for the second kind of understanding.

It is an eight-factor immersion methodology. Each letter names a domain to research firsthand while staying somewhere as a potential resident: what you do, where you go, who you talk to, what the unscheduled hours feel like. IMMERSE-U does not produce a verdict on whether a place is right for you. That is a separate question, answered downstream. What IMMERSE-U produces is the depth of understanding that lets you decide with confidence, whatever you decide.

The point of doing it this way is what days in a residential neighborhood reveal that a hotel week conceals: where coffee actually happens at seven in the morning, whether the bus arrives when you need it to, which conversations you can sustain in your second language without exhausting yourself, what the third Sunday afternoon feels like once the novelty has worn off. Without that kind of test, a relocation decision runs on assumption. IMMERSE-U is the structure that turns assumption into evidence.

Here is what each letter stands for.

I. Immersion in residential neighborhoods

Where you stay determines what you learn. Days in a tourist district teach you a city’s performance for visitors; days in a residential neighborhood teach you the city’s relationship with its own residents. The first is sightseeing. The second is research.

M. Markets and local shops

Where people actually buy food, run errands, and stop for coffee. The rhythm of these spaces, expressed in what they sell, who is there, and when they are open, names what daily life requires and what it offers back. Two cities that look similar in a guidebook can run very different mornings.

M. Mobility and transportation

Getting around as a resident, not on a tourist route. Whether public transport holds up when you need to be somewhere on time. Whether the city expects you to drive, walk, bike, or wait. Whether the answer changes at night, in winter, or when something breaks.

E. Engagement with culture and community

Not the tourist version. The cultural infrastructure residents actually participate in: neighborhood events, civic life, the texture of conversation at the bar where regulars go. Whether a newcomer can find a way in, and what finding a way in asks of them.

R. Remote-work potential

If your income depends on it, the practical infrastructure for getting work done: bandwidth, time zones, café culture, the local workspace ecosystem. Plus the less obvious cost: whether building a life is harder when remote work isolates you from the rhythms you came to join.

S. Subject-matter experts

Talking to people who already live the questions you are testing. Locals, longer-term expats, real estate agents, business owners, school administrators if family is part of the picture. They have answered most of your questions before. Asking saves months of trial and error.

E. Economics, the financial reality check

What it actually costs to live the life you would want, not the abstract cost of living. Rent in the neighborhood you would actually want to live in. Groceries from the shop you would actually use. Childcare or schools at the tier you would actually accept. Tax exposure, currency exposure, the real cost-of-being-here-versus-being-there math done with real numbers.

U. Unplanned serendipity and local rhythms

The unscheduled hours, when the test is whether you enjoy being somewhere with nothing planned. Some places are exciting for two weeks and exhausting for two months. Some are sustainable for two decades. Unscheduled time is where the difference shows up.

Why eight factors, and why together? Because the practical signals and the textural ones read different parts of what a place actually asks of you, and neither half is sufficient alone. A destination where the economics work but daily life grinds fails differently than a destination where daily life sings but the math does not. Both are real failures. The eight factors together produce the depth of understanding that lets you say I know what living here would ask of me, and what it would give back, with evidence behind it rather than guesswork.

That is what IMMERSE-U is for. The next section turns from what gets researched to how the research is done.

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How We Research a Destination

What gets researched matters. How it gets researched matters as much. The Values Compass and IMMERSE-U are how a destination gets reported and tested; the destination-research methodology behind every profile on Aspiring Expats, which is how a place gets known in the first place, rests on four things working in concert: how much research stands behind each profile, where the methodology itself comes from, what additional layer the research deliberately attends to, and what the research has the discipline to hold back.

Volume. Hundreds of pages of research per destination – current builds run to roughly a thousand. Field notes, interviews and conversations, observation logs, secondary-source synthesis across local-language and English material, multi-pass cross-checks. The number is concrete because the work is concrete. A destination profile is the surface; the pages behind it are the depth. A page that reads light should be light because the place reads light, not because the research was. That is a discipline we hold ourselves to.

Method. The methodology is built on seven years of residence across six international destinations (Barcelona, Beijing, Buenos Aires, Hamburg, London, and Rome), extended by travel to many others, and grounded in years of conversations with people who have built lives in these places and beyond. That is the lived-experience layer. It’s what keeps the framework from drifting into abstraction. The questions someone is asking about a destination – what daily life is actually like, what changes once the novelty wears off, what a place asks of someone who decides to build a life there – are questions that need to be answered by someone who has lived them, or who has worked closely with people who have.

The analytical layer includes a multi-AI triangulation across four frontier AI systems. Each one reads the same source material independently. Where the readings converge, the conclusion is sturdier. Where they diverge, the divergence itself is signal: a place where the truth is genuinely complicated, or where any single model’s framing would miss something specific. The cross-check does not produce certainty. It produces a more accurate map of where certainty actually exists and where it doesn’t.

Across the six domains the research covers on the ground – social life, work culture, pace and rhythm, nature, self-expression, and security – it synthesizes the practical reality of living somewhere: what daily life requires, what it offers back, and what it asks of someone considering it.

Identity. Not everyone experiences the same destination the same way. A city that reads as welcoming for one person can be quietly closed to another. A culture that codes as safe in the aggregate can be sharply different for a single woman traveling alone, a queer couple, a family with school-age children, or a person of color in a largely homogeneous setting. Identity and Access is the research layer that takes that seriously. We look at where the readings hold across identities and where they bend, and we surface the bend rather than smoothing it over. The point isn’t to map every identity vector to every destination. The point is to refuse the false-flat read.

Calibration. The research determines what we annotate. Some patterns hold steady enough across destinations that the annotation lands cleanly every time. Others vary more, and where the evidence isn’t clear, we hold back rather than guess. And where evidence is thin on a particular dimension, we name that gap rather than gloss it. A deliberate gap is more honest than a forced label.

That is what depth of research looks like at Aspiring Expats. The next section turns from how the methodology works to how to use what it produces.

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How to Use This

The framework earns its keep when you point it at a real decision. The rest of Aspiring Expats is built to help you do exactly that – on specific cities, and on your own sense of what you are after.

None of this is built to push you toward a move. It is built to help you see a place clearly enough to know your own answer – whether that turns out to be go, stay, wait, or keep looking.

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About This Approach

This methodology was developed by Aaron Haynes. It rests on seven years of living abroad – in Barcelona, Beijing, Buenos Aires, Hamburg, London, and Rome – on extensive travel beyond those cities, and on years of conversations with people who have built lives in them and elsewhere.

What turns that experience into a method is the attention paid to why – why some places fit and others, for all their obvious appeal, never do. The work behind Aspiring Expats isn’t the academic study of relocation, and it isn’t built from the cost-of-living tables everyone else starts with. It comes from a more useful question than how cheap or convenient a place is: what someone actually needs from where they live, and what trade-offs that particular place will ask of them in return. The best places, it turns out, are rarely the ones that look best on paper. They’re deeply personal and often revolve around how they uniquely fit who you are. More often than not, they end up amplifying who you already are.

This methodology is reviewed and updated as the framework develops and the research behind it deepens. Last reviewed: July 2026. Questions, corrections, and requests to see a particular place evaluated this way are welcome through the contact page.