Arriving is easy. Belonging is the hard part.
The Social Opportunity Score measures how quickly an outsider can stop being one. It captures the strength of the local community, how open that community is to newcomers, how far you can get in English, and how much is actually happening week to week - the difference between living in a city and only staying in it.
Cost, visas and internet speed are the easy part of relocating, and they are the only part most platforms measure. What breaks people is the six-month mark in a city where nobody new is welcome, the meetup calendar is empty, and every conversation stalls at the language barrier. That failure never shows up in a cost-of-living table, so people keep walking into it. The SOS exists to put a number on the part of relocation that actually decides whether you stay.
The SOS tells you how much social groundwork a destination will demand of you. A high score means established communities, an active events scene, and locals and long-term residents who are used to newcomers and happy to absorb them. A low score does not mean avoid - it means budget far more time and effort for building a life there, and go in with that expectation rather than discovering it in month three.
Each metric is individually sourced, validated, and weighted by our interdisciplinary team.
Size, durability, and organisation of resident expat and nomad communities
How readily locals and established residents absorb newcomers into existing circles
How far everyday and professional life can be conducted without the local language
Volume and regularity of recurring events, groups, and gatherings open to newcomers
How much cultural and social adaptation is asked of an outsider before they fit in
Third places - cafes, coworking, clubs, and venues - where unplanned encounters happen
The SOS is built from our cultural integration research - community mapping, language-accessibility data, and recurring-event density - and weighted against community-reported experience from people who arrived somewhere knowing nobody. The score is deliberately weighted toward lived outcomes over headcount: a city with a large but closed expat scene scores below a smaller one that actually takes people in.
No formulas are published publicly. Our models are proprietary and continuously refined.
Solo Movers
Know before you land whether you are joining a community or building one from scratch
Long-term Expats
Identify the places where a social life survives past the honeymoon months
Remote Workers
Find cities where working alone all day does not mean being alone all evening
Non-English Speakers
Understand exactly how much local language you will need before daily life gets easier
Apply the SOS and all other OrbitLabX indices to any destination you're considering.