A premium boutique fitness studio does best in neighbourhoods with high incomes, lots of 25 to 49 year olds, people around during the working day and good public transport. When we ran that brief through Footprint for a £99-a-month HIIT and strength studio, 496 of the 7,264 neighbourhoods in England and Wales passed, and south-west London took the strongest matches. Here's how the search worked and what came back.
We ran this search in March 2026, and the screenshots below are from that run. Footprint has gained a few features since, which we cover further down.
Who was the search for?
Our example was a small-group HIIT and strength studio for working professionals aged 25 to 45, with memberships at £99 a month. Think Third Space or Barry's rather than PureGym. A business like this only works in quite specific neighbourhoods.
What makes a good area for a gym or fitness studio?
You start by describing the business in plain English. Footprint uses AI to turn that description into search criteria: which demographics matter, what income level is needed, how much transport counts and what kind of commercial area suits the concept. You can review and change all of it before the search runs.
For a £99-a-month studio it set:
- An income decile floor of 7, which removes about 60% of neighbourhoods.
- A minimum share of 25 to 49 year olds.
- A workday population ratio, which filters out pure dormitory suburbs where nobody is around for a lunchtime class.
- Good public transport, since members need to get there before and after work.
Each filter comes with a reason you can read and override. A budget gym brief would need different settings, with a lower income floor and more weight on population and car access.
Where can a premium fitness studio open? 496 areas passed
Out of 7,264 neighbourhoods in England and Wales, 496 passed the baseline criteria.

On the left you can read the reasoning for each filter. On the right, the map updates as you move the sliders, so you can see what happens if you loosen the income floor or tighten the age band. Dots cluster heavily around London and the South East, with pockets in Manchester, Leeds and Bristol. Workday population is doing quiet work here, removing commuter-belt suburbs that empty out during the day.
Strong matches, promising areas and the rest
Footprint then took the leading areas further, adding the local business mix and commuter patterns, and sorted them into Strong Match, Promising and Worth Investigating. It also wrote a summary of the main findings.

Where should a premium fitness studio open first?
Two things stood out. South-west London dominated the strong matches, with Wimbledon and Clapham accounting for nearly half the top tier. And only 8 of the 115 recommended areas sat north of Birmingham.
For a brand thinking about national expansion, that's either a demographic reality at this price point or a gap worth investigating. Either way, it's a pattern you'd never spot by looking at a handful of areas one at a time.
A closer look at Wimbledon Hill
Click any area for a full breakdown: demographics against national averages, the local business mix by sector, transport scores and nearby competitors.

Wimbledon Hill has an income decile of 9, is nearly 73% degree-educated, and already has Third Space trading locally. When established premium fitness brands are already in an area, that says something about local demand. Wimbledon Hill isn't a one-off, either. It sits in a corridor of strong and promising areas, so the whole stretch has the right characteristics.
Competitor lists come from Google Places. You run the check on the areas you want to look at, see each gym's rating and review count, and remove or add entries yourself.
What happens after the shortlist?
From any area you can shortlist it, add notes and override the score if you disagree. Since this search, Footprint has added tools for the next stage:
- Walk and drive-time catchments. Drop a pin on a street corner and see who lives within a 10-minute walk or a 15-minute drive, measured along real roads.
- Ask Footprint. Ask questions about your results in plain English, such as which shortlisted area to open in first or why Clapham outranks another area. It answers from your data, including the competitors you've checked.
- Deal pipeline. Track each unit from first viewing to opening day, with a Rightmove commercial search for the area one click away.
- Check this unit. Paste an address before a viewing for its catchment, nearby gyms, transport, planning constraints, flood risk and crime (Pro and Scale).
- Reports and exports. Export the shortlist to Excel, or build a branded PDF report for a board or client (Pro and Scale).
Does Footprint work for gyms?
In our validation study we gave Footprint gym briefs without showing it any gym locations. For PureGym, 85 of Footprint's top 200 areas already had a PureGym, against about 13 you'd expect by chance (6.3 times). For Anytime Fitness it was 38 against 6 (5.9 times).
That test shows where gyms trade. It says nothing about how much they take. Footprint doesn't predict membership numbers or sales. It narrows 7,264 neighbourhoods down to the ones worth visiting.
Why this matters
Getting from a business description to a tiered, scored shortlist took a few minutes. Done by hand, pulling Census data, cross-referencing business counts and searching for competitors one area at a time would take weeks and still only cover the places you already knew.
Footprint won't replace the site visit or local knowledge. It makes sure you visit the right places and don't miss areas you'd never have thought to look at. Try a search for your own studio.
Key points
- Premium fitness studios suit neighbourhoods with high incomes, many 25 to 49 year olds, a busy daytime population and good public transport.
- For a £99-a-month studio, 496 of 7,264 neighbourhoods in England and Wales passed Footprint's baseline criteria.
- South-west London led the strong matches. Only 8 of 115 recommended areas were north of Birmingham.
- Competitor checks use Google Places, and catchments follow real walking and driving routes.
- In validation, Footprint's top 200 areas for gym briefs were 6.3 times (PureGym) and 5.9 times (Anytime Fitness) more likely than average to contain one of the chain's gyms.
- Footprint shows where to look. It doesn't predict sales.
