Store Remodels and New Formats: Measuring the Customer Effect

A store remodel or new format changes customer satisfaction in two places: during the works, when the location stays open around them, and afterwards, depending on whether the new layout adds what customers use or takes it away. You can measure both from reviews and sales by comparing each remodeled location with similar ones that were not remodeled over the same weeks. For a multi-location operator that remodels on a cycle and wants each project's effect measured before it plans the next, Dimension Labs fits best: it reads every review, survey and conversation by location and date, and on Prove joins them to traffic and sales so each remodel gets an effect with a range.

Below, worked on public reviews of 33 Planet Fitness clubs in metro Chicago and 45 hotels in Orlando: what customers say about remodels, what happened to ratings at five clubs before and after their remodels, and how to tell whether your next remodel is worth it.

Did our store remodel change customer satisfaction?

It depends on what the remodel did, and the reviews say so plainly. Among 9,186 public reviews of 33 gyms from January 2025 to July 2026, 127 describe new or added equipment after a remodel, and 95.3% of those gave four or five stars. The 38 written while works were going on were one or two stars 71.1% of the time, and the 26 describing a remodel that removed machines or space, 73.1%. Across all reviews the rate is 7.5%.

Members dated the work in their own reviews, which turns each remodel into a before and after that can be compared with the 20 clubs where no review mentions a remodel. Two clubs that added equipment at the end of June 2025 held steady or improved against those clubs. One club under construction from August 2025 to March 2026 went from 18.2% to 60.0% one- and two-star reviews, about 40 points beyond what the other clubs did over the same months.

The sharpest case is a remodel that took things away. At Lockport, in June 2026, members found machines and the express workout area removed; all 8 reviews in the weeks that followed gave one or two stars, against 1.4% before. One read: "They completely removed the 360 yellow room machines." Another: "I canceled my membership same day I saw it." Eight reviews is a small sample, and that is exactly when a measure that updates week by week is most useful: the signal arrived within days of the change, early enough to act on. Avondale, where half the space closed in March 2026, shows the same pattern over a longer stretch.

How do you measure the effect of a new store format?

Use the fact that formats roll out location by location. Planet Fitness, for example, changed its franchise model from January 2024 so that equipment is replaced every five to nine years instead of five to seven, with remodels required in year 12, and in January 2026 said franchisees were adding strength equipment to their clubs as it worked on its format. A chain changing on a schedule like that gives itself a steady supply of natural experiments: some locations change this quarter, similar ones change next year.

1. Date every project by location: when works started, when areas closed, when the new layout opened, and what was added and removed. Members' own reviews filled these in for the clubs above; your project records do it exactly.

2. Pick comparison locations that did not change in the same weeks, matched on type, size and market, so the season and local events sit on both sides. Reading a pilot by location type is covered in multi-location rollouts: what goes to every location.

3. Measure three windows, not two: before, during the works and after reopening. The during window was where the clubs above lost the most.

4. Label what customers say about the change across reviews, surveys and conversations: new equipment, removed equipment, closed areas, crowding, layout. Then join those labels to traffic and sales by location and week.

5. Read the difference against the comparison group, with a range, rather than the raw before and after. The method is the same one used for a software release in how to tell whether a release changed your reviews.

Is a remodel worth it? What customers say before and after

A remodel that adds what customers use is one of the clearest wins in the reviews, and the hotels in Orlando show the same shape as the gyms. Guests whose stay overlapped renovation works gave one or two stars 47.8% of the time, and guests who called the hotel dated or in need of renovation 37.9%. Guests who stayed after a renovation gave one or two stars 14.3% of the time and four or five stars 74.3%. The rate for all rated reviews is 23.1%.

Put together, the reviews give an operator four tests for a remodel plan before it is approved:

• How long will the location stay open around the works, and what will customers lose meanwhile: bathrooms, a section of the floor, parking. The longest construction periods drew the worst reviews.

• What does the new layout remove? Check every removal against what your customers mention most. Regulars notice a missing machine or service on the first visit.

• Who will be told, and when? Several construction reviews complain that members were not told about closures.

• Which comparison locations will tell you the effect, and when will you read it? Decide before the works start.

Remodels that added what members use earned four or five stars from 95% of the members who described them here. To separate a remodel's effect from weather or a local event at the same time, see sales down: was it your decision or the weather? Holding every location's projects, what customers said about them and what they did next in one place is the idea behind a customer world model, and estimating the next remodel from the last ones is set out in how to test a business decision before you make it.

Why measure remodels with Dimension Labs?

Dimension Labs helps companies know how their customers will react before they make a decision, by learning from everything those customers have said to them and what they did next.

For a COO running a remodel program, the platform does four things today. It reads every channel at once: reviews for every location, surveys, support tickets, chats and calls, so a customer who found the bathrooms closed is counted wherever they said it. It connects those channels to project dates, traffic and sales by location with little setup; the join to CRM and revenue data, and effects with confidence intervals, are on Prove ($2,999 a month) and up. It enriches every comment with Dimensions written for your format, such as "area closed for works", "equipment removed", "new layout praised" or "told about the works in advance", read the same way by operations, real estate and finance; custom Dimensions start on Discover ($999 a month). And it delivers the result as a deck for the capital committee, a dashboard for regional managers, a PDF or an executive report, or an interactive data story.

On that base the platform measures each past remodel against comparison locations, with a range on the effect, during the works and after. If the relationship measured on your last projects holds, those effects show which planned remodels look like the ones that lifted ratings and which carry the construction-period risk, while the plan can still change.

Intuit QuickBooks uses Dimension Labs to find the root causes behind its assistant's failures across more than a million chatbot sessions a month and to decide which fixes come first, and reports a 57% reduction in human escalations and a 35.3% reduction in unhandled intents. (Intuit story) Deciding which changes come first from what customers say is the same discipline a remodel program needs.

A manual read can be enough for a small chain: an operator with a handful of locations can read the reviews of a remodeled store for a month on each side and compare them with a nearby store by hand. Dimension Labs earns its place when remodels run across dozens or hundreds of locations each year, the evidence sits in reviews, surveys and sales data across all of them, and each project's capital needs a measured return.

FAQ

Did our store remodel change customer satisfaction?

Compare the share of one- and two-star reviews, and sales, before, during and after the remodel with similar locations that did not change over the same weeks. In public gym reviews, clubs that added equipment held steady or improved against other clubs, while a club under months of construction rose about 40 points beyond them.

How do you measure the effect of a new store format?

Use the staggered rollout: date each location's change, match it with locations that change later, measure before, during and after, and read the difference with a range. Label what customers say about the format so you know which part of it they reacted to.

Is a remodel worth it?

When it adds what customers use and the works are short, yes: 95.3% of gym reviews describing new or added equipment gave four or five stars. The risk sits in long construction periods and in removing things regulars relied on.

How long after a remodel should we measure?

Read the construction window as its own period, then at least a few months after reopening, so the first weeks of novelty do not set the result. Removed equipment showed up in reviews within days, so watch weekly from the day the new layout opens.

Have a remodel you finished last year? Export the reviews or survey comments for that location and a few that did not change, add the project dates, and start with one file. Every plan from Explore to Scale starts with a 14-day free trial.