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Visitation data at manufacturing facilities can shed light on consumer demand and industrial output trends. We dove into the traffic data at a composite of manufacturing facilities across the United States to find out how the potential tariffs are impacting manufacturing output.
We recently explored how potential tariffs are shaping consumer behavior and retail visitation trends, but location analytics data also offers valuable insights into industrial manufacturing demand by analyzing employee visitation patterns at production facilities. By tracking foot traffic, analysts can assess workforce activity levels, which often correlate closely with production volumes. For instance, increased visits by employees may signal ramped-up output to meet rising demand, while declining visitation can indicate reduced shifts or slowed operations. This data-driven approach enables businesses and investors to make more informed decisions by monitoring real-time industrial activity and anticipating future demand.
Below, we present visitation data for a composite of manufacturing facilities across more than 80 companies, covering a diverse set of sectors including aerospace and defense, automakers, auto parts, building materials, containers and packaging, machinery, and specialty chemicals. Our dataset includes metrics for both employees (estimated using dwell time) and visitors, who often represent logistics partners delivering raw materials, transporting work-in-progress goods, or picking up finished products. Historically, our composites have shown a strong correlation with U.S. Census Bureau data on new orders for manufactured goods (measured in billions of dollars), with the relationship even stronger when adjusted for calendar shifts and seasonal slowdowns during the November/December holiday period.
Although the U.S. Census Bureau’s data is not yet out for March 2025, Placer’s aggregated visitation data for manufacturing facilities indicated a pull forward in demand, indicating that companies have accelerated production in anticipation of potential reciprocal tariff implementation. Facing the prospect of rising costs on imported materials and components, many manufacturers ramped up operations to build inventory and secure supply chains ahead of the policy shift. This proactive approach was especially evident in sectors heavily reliant on global sourcing, with visitation data reflecting heightened on-site activity. While this front-loaded demand may offer short-term stability, it also raises concerns about how manufacturers will manage longer-term cost pressures and supply chain challenges if tariffs are enacted.
Year-to-date manufacturing data shows increased activity at facilities in sectors likely to be affected by reciprocal tariffs – such as aerospace and defense, industrial machinery, and packaging and containers – suggesting manufacturers are accelerating production and shipping to get ahead of potential disruptions. Automobile manufacturing, in particular, warrants attention given recent tariff developments. Both Ford and General Motors ramped up production in late March 2025, evidenced by the jumps in visitation to manufacturing facilities in late March and early April. By acting now, these automakers aim to reduce near-term risks while evaluating longer-term adjustments to their sourcing and production strategies.
From a regional perspective, both Idaho and West Virginia saw some of the largest year-over-year increases in manufacturing visitation during March 2025, driven by rising demand in each state’s key industrial sectors. West Virginia experienced heightened activity in the steel sector – including at companies like Nucor – as producers accelerated output and bolstered inventory ahead of potential supply disruptions. Meanwhile, Idaho saw increased visits to basic materials and packaging/container manufacturers, with companies like CRH and Packaging Corporation of America ramping up operations in anticipation of reciprocal tariffs. Idaho also benefited from continued population growth, as noted in our 2024 Migration Trends Whitepaper. Together, these trends highlight how manufacturers in both states are proactively responding to potential pricing volatility and supply chain challenges tied to ongoing trade policy uncertainty.
As tariff-related uncertainty continues to shape business strategies, location analytics offers a powerful lens into how manufacturers are responding in real time. The surge in visitation activity across key sectors and regions in March 2025 underscores a broader trend of companies accelerating production and reinforcing supply chains ahead of potential policy shifts. From automotive to steel and packaging, manufacturers are not only pulling forward demand but also adapting operations to navigate rising input costs and global sourcing challenges. As trade dynamics evolve, continued monitoring of on-site activity through visitation data will be essential for understanding industrial demand, anticipating disruptions, and guiding more strategic decision-making across the supply chain.
When I first started Omni Talk back in 2017, I used to borrow liberally from the great Peter King and his Monday Morning Quarterback Series. In fact, one of the first articles I ever wrote – 10 Things I Think I Think I Love and Don’t Love about Walmart Right Now – was an outright homage to the man.
The double use of “I Think” is unparalleled. It is pure genius. How the man came up with it, I will never know. It is the perfect mix of WTF and stop you in your tracks syntax because this article looks like it is going to be interesting.
All of which is why I am going back to my roots and imitating “The King” once again for my new column called, All The Things I Think I Think About Retail Over The Last Quarter.
I am sure Mr. King never envisioned that his wise words about the gridiron every Monday morning would still inspire a now pushing-50 retail pundit to wax poetically about the state of retail but here I am, 8 years later, doing just that.
So away we go!
Ashley Buchanan, the former Michaels CEO, is the right man for the job at Kohl’s. Buchanan did a wonderful job instilling an omnichannel foundation at Michaels and has a background rooted in innovation and digital from previous stints at Walmart and Sam’s Club. In fact, I said on a recent podcast that Target would have been wise to look at him to succeed Brian Cornell.
But I do not envy Buchanan.
Not. One. Bit.
Turning Kohl’s around is going to be tough. Buchanan inherits 12 consecutive quarters of comparable sales declines, alongside store traffic trends that read like the opening of a John Carpenter movie.
In its most recent quarter, comparable sales at Kohl’s were a negative 6.7%, and Kohl’s also said that it expects 2025 revenue to fall in the range of 5% to 7%. Frightening indeed. Let’s just hope Buchanan doesn’t already feel like Jamie Lee Curtis trapped in a closet trying to fight her way out with coat hangers.
It is no wonder that Buchanan has already instituted page one of every new CEO’s playbook – i.e. laying off 10% of your corporate workforce – because, lord knows, he is going to need the wiggle room (and as many coat hangers as he can get his hands on).
Costco shareholders overwhelmingly (approximately 98% of them) voted down a measure in late January that urged Costco to assess the risk associated with its DEI practices. Costco’s leadership came out strongly against the measure, arguing that its “commitment to an enterprise rooted in respect and inclusion is appropriate and necessary."
Or said another way, Costco held to a position that many others, including Walmart, Target, and Tractor Supply Company, have not.
In my retail experience, the general impact of taking a strong position on something like this publicly is felt near the beginning of such an announcement and then the impact gradually settles over time.
If that were the case, Costco would have felt the impact in February, but Costco’s recently announced results indicate otherwise.
In its most recent quarter, which ended on January 31, 2025, Costco’s U.S. comparable sales increased 8.7% excluding impacts from gas deflation, while in February, its comparable sales held strong at 8.6%, also excluding any impacts from gas.
I’m no mathematician but that is hardly a dip.
Costco is still experiencing year-over-year traffic patterns, particularly into February (more on that later), of which other retailers can only dream; its U.S. membership renewal rate sits right around 93%; and its Kirkland signature brand appears to be a great hedge against inflation in that it, according to Costco CFO Gary Millerchip, “continues to grow at a faster pace than our business as a whole.”
The Costco executive team also did not mention word one of any DEI impact on its financial results within its last earnings call, something of which Costco no doubt would be conscious of given the current legal and political climate.
No, for all intents and purposes, at least initially, Costco appears to be holding strong to its principles and doing just fine.
Under CEO Jack Sinclair, Sprouts has done a masterful job rightsizing its store prototype, bringing differentiation back to its assortment, and playing on the post-pandemic trend of consumers having a willingness to make that extra trip, as long as it is convenient for them (see below).
Sprouts also has a load of dry powder in its keg. For example, Sprouts still does not have a loyalty program (something it plans to launch in Q3 of this year) and only operates in 24 states.
Or, put mildly, that right sized prototype that has been doing so well? The one driving an 11.5% comp in Sprouts’ most recent quarter?
It still has a lot more room to grow.
Macy’s new CEO Tony Spring loves to talk about the results Macy’s is seeing out of its “First 50” locations, i.e. the 50 locations Macy’s has designated to trial new innovations to improve its overall business. Examples of these innovations include things like: enhanced staffing in certain areas of the stores, modernized visual presentations, enhanced merchandising, or aka all the garden variety things anyone who has been around retail longer than three minutes would expect to see within a test of this kind.
In January, Macy’s reported that its First 50 stores delivered a +1.9% sales comp in Q3 2024, outpacing other Macy's stores by 4.1%, and that it planned to expand its First 50 initiative to another 75 stores over the course of 2025.
All sounds great, right?
Not to me it doesn’t.
First off, in its most recent quarter (Q4 2024), the spread between the First 50 stores and the rest of the Macy’s chain appears to have slipped. Executives reported a 1.2% comp in the First 50 stores against a 0.9% comp decline in its Macy’s nameplate stores. In isolation, this performance might look good on paper, but looking at it against the trend line, one could argue that the First 50 stores performed relatively worse in Q4 than the rest of the chain. The chain’s performance picked up, while the First 50’s fell off.
Second, and perhaps more importantly, I have been around retail long enough to know that one should take the results of tests like these with a fine grain of salt. Many factors can impact the performance of 50 stores, particularly when a new CEO has just taken the helm. The least of which is that everyone in the entire Macy’s organization knows the importance of these stores and, therefore, is likely extra committed to making sure they succeed. As the focus wears off, tests like these usually revert back to the mean.
And, the mean, which looks somewhere in the range of just shy of a -0.9% (at best) to a -6.0% comp (at worst) across the last two quarters, won’t keep the Macy’s Day parade balloons afloat come Thanksgiving time.
Fortunately, Bloomingdale’s is not Macy’s and vice versa. I say that because Bloomingdale’s, unlike Macy’s, could be onto something with its small format strategy.
According to Macy’s website, Bloomingdale’s has 33 full-sized U.S. store locations compared to Macy’s 479.
That is quite the delta.
So much so, that one has to wonder if, similar to Sprouts above, small format Bloomie’s stores throughout the country (of which there are three currently in the U.S.) could become a significant growth vehicle for Bloomingdale’s.
I am on record as saying that when there are already 479 larger-sized Macy’s stores, the last thing anyone needs is a smaller Macy’s. That same logic, however, cannot be applied to Bloomingdale’s because only 33 Bloomingdale’s stores actually exist. The majority of the country has no idea what a Bloomingdale’s experience is like, let alone how to compare shopping at a bigger one versus a smaller one. Consumers generally prefer shopping at a store with a greater selection unless, of course, their next best option is no selection at all.
The data from the three smaller format Bloomie’s stores appears to prove this logic out (see below):
Year-over-year visit growth to Boomie’s stores across six of the last nine quarters has outpaced the general department store industry by a wide margin.
Granted, it is still only three stores, but the logic of the strategy is sound, provided Macy’s can operate these smaller Bloomie’s stores profitably (which is still a big unknown – and an issue that also plays into the Macy’s First 50 stores outlined above).
Target, my alma mater, so to speak, has been stuck in neutral since even before the pandemic began.
I don’t know when or why it happened but, at some point, Target became myopic in its strategy, failing to look beyond its vaunted “owned brands” for growth. While others, like Walmart, were evolving with the times, Target stood flat footed and failed to adapt its Expect More, Pay Less brand promise to the needs of its 21st century, digital-first consumer.
Make no mistake: Target’s former beachheads are now all under siege.
Its higher income demographic shoppers are moving to Walmart because of Walmart’s much stronger competitive positioning of Walmart+; fast fashion players like Shein and Temu are stealing share in apparel; the club channel is more formidable than ever; and Wayfair (more on that in a minute) is now the go-to online source for home furnishings. Taken together, it all means less trips into a Target store over the long-term.
A lot less trips.
But that is just the digital impact. Merchandising execution and in-stocks continue to plague the retailer as well, with many people both in and outside of the organization asking if it isn’t time for Target to return to office, similar to Walmart, Amazon and many others before them.
Something is causing the temperature of Target’s porridge to feel just not quite right (see traffic patterns below). Could it be that the goldilocks shine of CEO Brian Cornell’s strategy to wait by the wayside as other retailers started going out of business is starting to wear off?
Cornell, himself, in Target’s most recent earnings call, lauded the $30 billion of additional revenue Target has gained since 2019, but how much of that was pure inflation and inertia given the bankruptcies of Toys R Us, Bed Bath & Beyond, Party City, and many, many more?
A new alarming feature is what appears to be a precipitous decline in February, corroborated by what Target CFO Brian Lee called “soft” topline performance for the month in the aforementioned earnings call.
Target did not mention its recent DEI rollback as a possible rationale for its slow February, citing instead things like “extreme cold” and “flood and fires,” but the prospect of a 40-day boycott in response to the rollback sure as heck won’t make things any easier.
Target has its work cut out for it, to say the least. Its new $15 billion growth plan is potentially a step in the right direction. However, I worry that, when one looks under the covers of that plan, all he or she will find is the same owned brand gobbledygook that Target has espoused ever since Cornell took over.
And that owned brand well, in relation to the competitive issues outlined above, is done and dried up.
Wayfair announced in January 2025 that it was planning to exit Germany. According to Retail Dive, Wayfair said that it “plans to reinvest cost savings from backing out of Germany into expanding its physical retail footprint.”
After many (what some might call, or at least I would) failed attempts at smaller physical store concepts, Wayfair opened a 150,000 square foot mega store just outside of Chicago. From the looks of the data below, this larger store concept, one of which I have also been a big fan of for sometime now, appears to be showing encouraging signs.
Moreover, the home furnishings industry also appears to be on a bit of a rebound. Traffic to home furnishings players appears to be picking up (see below) and Home Depot just posted its first positive comp quarter after eight consecutive quarterly declines.
Wayfair’s CEO Niraj Shah is as shrewd as they come, and he may just be betting on stores right as a big tailwind is ready to hit his back.
Is it a coincidence then that Wayfair just announced the launch of its second large format store in Atlanta?
I think I think not.
New CEO Brian Niccol took the helm in September of last year and wasted no time in establishing his priorities. Put simply, Niccol wanted to reignite the “third place” atmosphere of Starbucks and ensure that all in-store customers get served their orders in under four minutes or less.
Early results look promising.
While Starbucks’ same-store sales did decline by 4% during the last quarter, this figure still beat Wall Street estimates, which, according to CNBC, had predicted a 5.5% drop.
Traffic data also supports Niccol’s moves (see below).
Lord knows, it’s early here, too, and the February traffic decline is definitely something to watch. But, given that Niccol has only been in his role since September, these results at least have the aroma of an early turnaround.
Unless of course, you are a regular Frappaccino drinker – because then you are probably pissed.
For the past six years, Sam’s Club has sat atop my list as the most innovative retailer in America not named Amazon. It is an award well-deserved for a number of reasons.
First, Sam’s Club has been on a winning streak. In its most recent quarter, Sam’s Club delivered a 6.8% sales comp, excluding fuel.
Second, Sam’s Club has seen explosive growth in digital both online and in-store. E-commerce sales were up over 24% in the last quarter, and the use of its scan and go shopping app hit an all-time high during the same period. This last statistic might not sound like much, but the Sam’s Club executives I have interviewed on multiple occasions have all told me that 1 in 3 shoppers regularly use their scan and go app.
1 in 3!
I am going to go out on a limb here but my guess is that Costco’s mobile app usage is nowhere near that high, particularly in-store.
Third, Sam’s Club is also winning with young people. Sam's Club has reported record highs in membership numbers and renewal rates, with particularly strong growth among Gen Z (63% over two years) and millennials (14% over two years).
The combination of a digital-first shopping experience and a growing percentage of younger people shopping in its stores means that Sam’s Club is positioned to create the most one-to-one personalized shopping experience out there.
Retail media anyone?
I say that in jest but the profit-enhancing effects of retail media are real (see Walmart), and Sam’s Club has created a visual menu board to serve up advertisements to one-third of its shoppers right as they are standing at the shelf. Can Costco or anyone else for that matter do that?
Not nearly to the same degree.
Concluding Thoughts
There you have it. All the things I think I think about retail over the last quarter, and in no particular order of importance.
So, I ask you in closing – what do you think of what I think?
McDonald's and Chipotle, two of the most significant players in the quick-service and fast-casual dining sectors, are maintaining a promising trajectory despite the current economic uncertainty. With the first quarter of 2025 concluded, we examined their recent visit patterns and explored some of the strategies these two dining giants are employing to drive visits.
Although the visit gap to McDonald’s widened slightly – from -1.7% year-over-year (YoY) in Q4 2024 to -2.6% in Q1 2025 – traffic to the chain still remains close to last year's levels, suggesting that its value proposition continues to resonate strongly with its customer base even during times of economic uncertainty.
Meanwhile, Chipotle continues to see YoY visit growth, with YoY foot traffic to the chain rising by 4.5% in Q1 2025.
Some of the company’s strength may be attributed to its strategic fleet expansions, particularly in smaller markets. Moving forward, Chipotle has set its sights on opening roughly 350 new locations throughout 2025, with a focus on drive-through – another major growth driver for the chain.
A Minecraft Movie debuted on April 3rd, 2025, and McDonald’s, perhaps recalling the success of its Adult Happy Meal promotion, participated in the movie rollout by offering a Minecraft Movie special. The meal, which includes Minecraft-themed collectibles, is available for a limited time, creating a sense of urgency for diners – something that McDonald’s has used in the past to great success.
The impact of the special was already evident in the first week following the release. Visits to McDonald’s on Tuesday, April 1st – when the special launched – were 12.2% higher than the year-to-date (YTD) average Tuesday visit count for 2025. And the launch provides a continued boost to the chain, with visits on the following two Tuesdays elevated by 9.5% and 7.4%, respectively, relative to the YTD Tuesday visit average.
Chipotle, too, has leveraged limited-time offers and specials to great success, with chicken-focused promotions like 2024’s Chicken al Pastor and, more recently, the introduction of a Honey Chicken special driving visits to the chain.
Visits to Chipotle jumped by 6.3% above the YTD weekly visit average during the week of March 10th, 2025, when the special launched, and remained elevated through the rest of the month. While visit numbers had been trending slightly upward towards the end of February, the launch of the Honey Chicken special seems to have driven a sustained visit surge. Burrito Day provided another visit boost to the chain, with Thursday visits on April 3rd – the day of the launch – elevated by 13.0% relative to the YTD Thursday visit average.
McDonald’s and Chipotle are maintaining their position in a challenging market, driving visits through carefully considered expansion, specials, and promotions.
Will these visits continue to hold pace as Q2 gets underway?
Visit Placer.ai for the latest data-driven dining insights.
Los Angeles is famous for its film and music industry, but the city also boasts several world-class museums that educate and entertain local visitors and tourists alike. We dove into the data for several of LA’s top museums in order to examine the visitation patterns and demographics of museum goers in the City of Angels.
Analyzing monthly visits to the top LA museums over the past 12 months reveals that although most receive a visit boost in the spring and summer, each institution has a unique seasonal visit pattern.
The California Science Center and La Brea Tar Pits and Museum received the largest July visit surges, likely due to heavy traffic from young families on vacation. Meanwhile, The Petersen Automotive Museum received the largest December visit spike, perhaps due to a boost from private holiday events. And The Museum of Contemporary Art appears to have maintained a steady flow of visitors – experiencing a relatively muted summer uptick, but relatively robust visits in the fall.
Diving further into the data reveals that LA museums are particularly popular with hyper-local visitors and with out-of-towners: Every museum analyzed received large shares of visitors from less than 30 and/or from more than 250 miles away, with fewer visitors coming from 30-250 miles.
The California Science Center received the greatest share of visitors residing less than 30 miles (60.7%) from the museum, perhaps due to its popularity with educational groups and its location in bustling Exposition Park.
Griffith Observatory, with views of the Hollywood sign and Los Angeles's urban landscape, was highly popular with out-of-town visitors – 48.7% of guests resided at least 250 miles away. And as a unique active fossil excavation site, La Brea Tar Pits and Museum was also favored by out-of-town visitors (42.9% of guests came from 250+ miles away).
The relatively high shares of out-of-town visitors at most LA museums analyzed highlights the role that tourists play in supporting LA’s cultural institutions. And diving into the median HHI in the museums’ captured market reveals that these out-of-towners may represent a particularly desirable audience.
In general, the museums analyzed tend to attract a relatively wealthy audience. In 2024, the median household income (HHI) in all the analyzed museums’ captured market trade areas was higher than the median HHI nationwide ($79.6K/year) – perhaps due to California’s relatively high median HHI of $99.3K/year. Most museums also drove traffic from regions with a higher median HHI than the state benchmark – likely due to the relative affluence of the Los Angeles area. The Getty and The Museum of Contemporary Art’s captured trade areas had the highest median HHIs, at $107.2K/year and $103.7K/year, respectively.
But when analyzing only out-of-town visitors (who traveled 250 miles or more), the median HHIs of the captured trade areas increased – indicating that out-of-town museum guests were more affluent than local ones. This suggests that tickets to special exhibitions could be set at higher price points during peak seasons when more out-of-town guests are anticipated.
Though there are similarities between the behavior and demographics of visitors to LA’s museums, they each experience somewhat distinct seasonal visit patterns and attract diverse audiences. With the busiest museum season ramping up, cultural institutions stand to gain from understanding the changing characteristics of their guests.
For more insights, visit Placer.ai.
Marketers, retailers, and category managers spend a lot of time trying to analyze the retail preferences of Gen Z shoppers. Meanwhile, Gen X and Baby Boomers are seldom considered, even though almost 40% of American adults are aged 55 or older. We analyzed the latest data to better understand these frequently overlooked consumer segments.
Although the overwhelming majority of older Americans spend several hours a day online and over half of American seniors own a smartphone, the data indicates many consumers aged 55+ are still more comfortable shopping in-store.
Comparing the age distribution among adult visitors to Walmart’s website with the age distribution in Walmart’s offline trade area shows that older consumers (aged 55+) are overrepresented in the retailer’s offline trade area relative to its online visitor base.
Offline shopping offers a range of benefits, from personalized service to the ability to physically examine products and the convenience of walking out with the purchased items. Retailers looking to increase their penetration with older audience segments might consider investing in brick-and-mortar stores that give older consumers the shopping experience that best fits their needs.
For retailers looking to reach Gen X and Baby Boomers, merely building brick-and-mortar channels may not be enough – brands should also ensure that the in-store experience is optimized for older audiences. And the first step may be ensuring that staffing and opening hours are adapted to the shopping habits of older Americans.
Analyzing the hourly visit distribution at L.L. Bean and Ocean State Job Lot – two chains particularly popular with a variety of older audiences – suggests that Gen X and Baby Boomer shoppers may prefer visiting stores earlier in the day: Visits between the hours of 9 AM and 2 PM accounted for a much larger share of visits to both chains when compared to visitation behavior for the wider category. So retailers seeking to attract Gen X and Baby Boomers may consider earlier opening hours and robust staffing during the late morning and early afternoon.
At the same time, while many older consumers do exhibit some commonalities – such as a preference for offline shopping or for earlier-in-the-day store visits – it is important to remember that older shoppers are not a monolith. Like other age-based market segments, the label of “older consumer” lumps together a variety of customer types from various socioeconomic backgrounds representing a wide array of values and interests. Retailers looking to cater to this demographic should also consider the particular characteristics of their target audience beyond the general attributes common to many older consumers.
The chart below shows the share of various “Boomer” segments (from the Spatial.ai: PersonaLive dataset) in the trade areas of seven apparel retailers popular with older consumers. All these segments – Sunset Boomers, Suburban Boomers, and Budget Boomers – consist of consumers aged 65-74, but their living arrangements and household income levels vary. And as the chart shows, each Boomer segment exhibits unique brand affinities.
Sunset Boomers – the most affluent segment – were significantly overrepresented in the captured markets Talbots, Anthropologie, Vineyard Vines, and Chico’s. Suburban Boomers – middle-class older consumers – were also slightly overrepresented in Talbots, Vineyard Vines, and Chico’s captured market, but were underrepresented for Anthropologie and significantly overrepresented at Boscov’s. And Budget Boomers – older consumers with household incomes of $35K to $50K – were overrepresented in Bealls and Cato’s captured market even though these retailers did not seem particularly popular with the other two Boomer segments.
To effectively target older consumers, retailers should assess how their products and services align with the unique tastes and spending abilities of each Boomer and Gen X sub-segment.
Older consumers make up a significant share of U.S. shoppers, even though this demographic is not always top of mind for marketers and retailers. By embracing the continued importance of physical stores and adapting to the specific shopping behaviors of Baby Boomers and Gen X consumers, retailers can cultivate stronger engagement with these segments. Ultimately, though, success with this audience will hinge on recognizing the heterogeneity of older shoppers and tailoring strategies accordingly.
For more data-driven retail insights, visit placer.ai/anchor.
After leap year comparison induced year-over-year (YoY) declines in February 2025, foot traffic to the Placer 100 Index for Retail & Dining stabilized in March 2025 to just -0.3% below 2024 levels – an impressive performance considering the severe weather that impacted large parts of the country.
State-level analysis of March 2025 visits to the Placer 100 Index reveals that massive storms indeed contributed significantly to regional foot traffic declines. States that bore the brunt of inclement weather in March 2025 – particularly in the Southeastern and Central United States – appeared to experience the steepest YoY visit gaps.
Despite the extreme climate conditions, some chains managed to plow ahead, enjoying visit growth in March 2025. Once again, Chili’s Grill & Bar held on to the top spot in the Placer 100 Index for YoY visits (22.6%) and visits per location (23.4%) growth, likely due to continued success in the areas of value and virality. Meanwhile, three fitness chains made the top 10 in YoY visits – Crunch Fitness (22.5%), LA Fitness (10.0%), and Planet Fitness (9.7%), at least in part due to continuing expansions of their respective footprints.
Expansion is perhaps only one driving factor behind the success of Crunch Fitness, Planet Fitness, and LA Fitness in March 2025. The beginning of the year is generally busy for fitness chains as many consumers adopt new years’ resolutions to get in shape, even if many abandon their pursuit down the line. But the data suggests that Crunch Fitness, Planet Fitness, and LA Fitness experienced visit growth in March in part due to a sustained increase in visitor frequency.
All three chains saw an increase in the share of visitors visiting 8 or more times in March 2025 compared to 2024, indicating that the chains are driving more traffic from fitness-invested visitors. And these fitness buffs, who attend the gym quite often, are perhaps less likely to give up on their fitness goals during the year, which bodes well for the fitness chains’ chances to sustain members and elevated traffic in the months ahead.
The Placer 100 Index for March 2025 demonstrates the effect of harsh winter conditions on retail and dining visits. Still, the strong performance of several chains highlights the consumer trends and brand strategies that can drive growth.
For more insights anchored in location analytics, visit Placer.ai/anchor.
Note: This report is based on an analysis of visitation patterns for regional and nationwide grocery chains and does not include single-location stores.
Grocery stores, superstores, and dollar stores all carry food products – and American consumers buy groceries at all three. But even in today’s crowded food retail environment, traditional grocery chains have a special role to play. With their primary focus on stocking a wide variety of fresh foods, these chains serve a critical function in offering consumers access to healthy options.
But visualizing the footprints of major grocery chains across the continental U.S. – alongside those of discount & dollar stores – shows that the geographical distribution of grocery chains remains uneven.
In some areas, including parts of the Northeast, Midwest, South Atlantic, and Pacific regions, grocery chains are plentiful. But in others – some with population centers large enough to feature a robust dollar store presence – they remain in short supply.
And though many superstore locations also provide a full array of grocery offerings, they, too, are often sparsely represented in areas with low concentrations of grocery chains.
For grocery chain operators seeking to expand, these underserved grocery markets can present a significant opportunity. And for civic stakeholders looking to broaden access to healthy food across communities, these areas highlight a policy challenge. For both groups, identifying underserved markets with significant untapped demand can be a critical first step in deciding where to focus grocery development initiatives.
This white paper dives into the location analytics to examine grocery store availability across the United States – and harnesses these insights to explore potential demand in some underserved markets. The report focuses on locations belonging to regional or nationwide grocery chains, rather than single-location stores.
Last year, grocery chains accounted for 43.4% of nationwide visits to food retailers – including grocery chains, superstores, and discount & dollar stores. But drilling down into the data for different areas of the country reveals striking regional variation – offering a glimpse into the variability of grocery store access throughout the U.S. In some states, grocery stores attract the majority of visit share to food retailers, while in others, dollar stores or superstores dominate the scene.
The ten states where residents were most likely to visit grocery chains in early 2024 – Oregon, Vermont, Washington, Massachusetts, California, Maryland, New Hampshire, Connecticut, New Jersey, and Rhode Island – were all on the East or West Coasts. In these states, as well as in Nevada and New York, grocery chain visits accounted for 50.0% or more of food retail visits between January and April 2024.
Meanwhile, residents of many West North Central and South Central states were much less likely to do their food shopping at grocery chains. In North Dakota, for example, grocery chain visits accounted for just 11.7% of visits to food retailers over the analyzed period. And in Mississippi, Oklahoma, and Arkansas, too, grocery stores drew less than 20.0% of the overall food retail foot traffic.
But low grocery store visit share does not necessarily indicate a lack of consumer interest or ability to support such stores. And in some of these underserved regions, existing grocery chains are seeing outsize visit growth – indicating growing demand for their offerings.
North Dakota, the state with the smallest share of visits going to grocery chains in early 2024, experienced a 9.1% year-over-year (YoY) increase in grocery visits during the same period – nearly double the nationwide baseline of 5.7%. Other states with low grocery visit share, including Nebraska, Arkansas, Alabama, Mississippi, and New Mexico, also experienced higher-than-average YoY grocery chain visit growth. This suggests significant untapped potential for grocery stores and a market that is hungry for more.
Alabama is one state where grocery chains accounted for a relatively small share of overall food retail foot traffic in early 2024 (just 28.9%) – but where YoY visit growth outperformed the nationwide average. And digging down even further into local grocery store visitation trends provides further evidence that at least in some places, low grocery visit share may be due to inadequate supply, rather than insufficient demand.
In Central Alabama, for example, many residents drive at least 10 miles to reach a local grocery chain. And several parts of the state, both rural and urban, feature clusters of grocery stores that draw customers from relatively far away.
But zooming in on YoY visitation data for local grocery chain locations shows that at least some of these areas likely harbor untapped demand. Take for example the Camden, Butler, Thomasville, and Gilbertown areas (circled in the map above). The Piggly Wiggly location in Butler, AL, drew 40.1% of visits from 10 or more miles away. The same store experienced a 23.3% YoY increase in visits in early 2024 – far above the statewide baseline of 6.6%. Meanwhile, the Super Foods location in Thomasville, AL, which drew 52.8% of visits from at least 10 miles away – experienced YoY visit growth of 12.3%. The Piggly Wiggly locations in Camden, AL and Gilbertown, AL saw similar trends.
At the same time, trade area analysis of the four locations reveals that the grocery stores had little to no trade area overlap during the analyzed period. Each store served specific areas, with minimal cannibalization among customer bases.
These metrics appear to highlight robust demand for grocery stores in the region – grocery visits are growing at a stronger rate than those in the overall state, people are willing to make the drive to these stores, and each one has little to no competition from the others.
While significant opportunity exists across the country, many communities still face considerable challenges in supporting large grocery stores. Though South Carolina has a significant number of grocery chain locations, for example, certain areas within the state have low access to food shopping opportunities. And one local government – Greenville County – is considering offering tax breaks to grocery stores that set up shop in the area, to improve local fresh food accessibility.
Placer.ai migration and visitation data shows that Greenville County is ripe for such initiatives: the county’s population grew by 4.8% over the past four years – with much of that increase a result of positive net migration. And YoY visits to Greenville County Grocery Stores have consistently outperformed state averages: In April 2024, grocery visits in the county grew by 6.1% YoY, while overall visits to grocery stores in South Carolina grew by 4.2%. This growth – both in terms of grocery visits and population – points to rising demand for grocery stores in Greenville County.
Analyzing the Greenville County grocery store trade areas with Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – offers further insight into local grocery shoppers’ particular demand and preferences.
Consumers in Greenville-area grocery store trade areas, for example, are more likely to be interested in “Mid-Range Grocery Stores” (including brands like Aldi, Kroger, and Lidl) than residents of grocery store trade areas in the state as a whole. This metric provides further evidence of local demand for grocery chains – and offers a glimpse into the kinds of specific grocery offerings likely to succeed in the area.
Grocery stores remain essential services for many consumers, providing a place to pick up fresh produce, meat, and other healthy food options. And many areas in the country are ripe for expansion, with eager customer bases and growing demand. Identifying such areas with location analytics can help both grocery store operators and municipal stakeholders provide their communities and customer bases with an enhanced grocery shopping experience that caters to local preferences.
Following COVID-era highs, domestic migration levels have begun to taper off – with the number of Americans moving within the U.S. hitting an all-time low, according to some sources, in 2023.
To be sure, some popular COVID-era destinations – including Idaho, the Carolinas, and Utah – saw their net domestic migration continue to rise, albeit at a slower pace. But other states which had been relocation hotspots between February 2020 and February 2023, such as Wyoming and Texas, experienced negative net migration between February 2023 and February 2024.
Analyzing CBSA-level migration data reveals differences and similarities between last year’s migration patterns and COVID-era trends.
Between February 2020 and February 2023, seven out of the ten CBSAs posting the largest population increases due to inbound domestic migration were located in Florida. But between February 2023 and February 2024, the top 10 CBSAs with the largest net migrated percent of the population were significantly more diverse. Only four out of the ten CBSAs were located in Florida, and several new metro areas – including Provo-Orem, UT, Kingsport-Bristol, TN-VA, and Boulder, CO – joined the list.
This white paper leverages a variety of location intelligence tools – including Placer.ai’s Migration Report, Niche Neighborhood Grades, and ACS Census Data location intelligence – to analyze two migration hotspots. Specifically, the report focuses on Daytona Beach, FL, which already appeared on the February 2020 to February 2023 list and has continued to see steady growth, and Boulder, CO, which has emerged as a new top destination. The data highlights the potential of CBSAs with unique value propositions to continue to attract newcomers despite ongoing housing headwinds.
The Boulder, CO CBSA has emerged as a domestic migration hotspot: The net influx of population between February 2023 and February 2024 (i.e. the total number of people that moved to Boulder from elsewhere in the U.S., minus those that left) constituted 3.1% of the CBSA’s February 2024 population.
The strong migration is partially due to the University of Colorado, Boulder’s growing popularity. But the metro area has also emerged as a flourishing tech hub, with Google, Apple, and Amazon all setting up shop in town, along with a wealth of smaller start ups.
Most domestic relocators tend to remain within state lines – so unsurprisingly, many of the recent newcomers to Boulder moved from other CBSAs in Colorado. But perhaps due to Boulder’s robust tech ecosystem, many of the new residents also came from Los Angeles, CA (6.6%) and San Francisco, CA (3.4%) – other CBSAs known for their thriving tech scenes.
At the same time, looking at the other CBSAs feeding migration to the area indicates that tech is likely not the only draw attracting people to Boulder: A significant share of relocators came from the CBSAs of Chicago, IL (6.1%), Dallas , TX (4.9%), and New York, NY (3.9%). The move from these relatively urbanized CBSAs to scenic Boulder indicates that some of the domestic migration to the area is likely driven by people looking for better access to nature or a general lifestyle change.
According to the U.S. News & World Report, Boulder ranked in second place in terms of U.S. cities with the best quality of life. Using Niche Neighborhood Grades to compare quality of life attributes in the Boulder CBSA and in the areas of origin dataset highlights some of the draw factors attracting newcomers to Boulder beyond the thriving tech scene.
The Boulder CBSA ranked higher than the metro areas of origin for “Public Schools,” “Health & Fitness,” “Fit for Families,” and “Access to Outdoor Activities.” These migration draw factors are likely helping Boulder attract more senior executives alongside younger tech workers – and can also explain why relocators from more urban metro areas may be choosing to make Boulder their home.
Boulder’s strong inbound migration numbers over the past year – likely driven by its flourishing tech scene and beautiful natural surroundings – reveal the growth potential of certain CBSAs regardless of wider housing market headwinds.
Florida experienced a population boom during the pandemic, and several CBSAs in the state – including the Deltona-Daytona Beach-Ormond Beach, FL CBSA – have continued to welcome domestic relocators in high numbers. The CBSA’s anchor city, Daytona Beach – known for its Bike Week and NASCAR’s Daytona 500 – has also seen positive net migration between February 2023 and February 2024.
Americans planning for retirement or retirees operating on a fixed income are likely particularly interested in optimizing their living expenses. And given Daytona’s relative affordability, it’s no surprise that the median age in the areas of origin feeding migration to Daytona Beach tends to be on the older side.
According to the 2021 Census ACS 5-Year Projection data, the median age in Daytona Beach was 39.0. Meanwhile, the weighted median age in the areas of migration origin was 42.6, indicating that those moving to Daytona Beach may be older than the current residents of the city.
Zooming into the migration data on a zip code level also highlights Daytona Beach’s appeal to older Americans: The zip code welcoming the highest rates of domestic migration was 32124, home to both Jimmy Buffet’s Latitude Margaritaville’s 55+ community and the LPGA International Golf Club, host of the LPGA Tour. The median age in this zip code is also older than in Daytona Beach as a whole, and the weighted age in the zip codes of origin was even higher – suggesting that older Americans and retirees may be driving much of the migration to the area.
Looking at the migration draw factors for Daytona Beach also suggests that the city is particularly appealing to retirees, with the city scoring an A grade for its “Fit for Retirees.” But the city of Daytona Beach is also an attractive destination for anyone looking to elevate their leisure time, with the city scoring higher than Daytona Beach’s cities of migration origin for “Weather,” “Access to Restaurants,” or “Access to Nightlife.”
Like Boulder, Daytona’s scenery – including its famous beaches – is likely attracting newcomers looking to spend more time outdoors and improve their work-life balance. And like Boulder and its tech scene, Daytona Beach also has an extra pull factor – its affordability and fit for older Americans – that is likely helping the area continue to attract new residents, even as domestic migration slows down nationwide.
Although the overall pace of domestic migration has slowed, analyzing location intelligence data reveals several migration hotspots amidst the overall cooldown. Boulder and Daytona Beach each have a set of unique draw factors that seem to attract different populations – and the success of these regions highlights the many paths to migration growth in 2024.
The Fitness industry was a major post-pandemic winner. Visits to gyms across the country surged as stay-at-home orders ended and people returned to their in-person workout routines. And even as consumers reduced discretionary spending in the face of inflation, they kept going to the gym – finding room in their budgets for the chance to embrace wellness and get in shape while interacting with other people.
But no category can sustain such unabated growth forever – and as the segment inevitably stabilizes, gyms will need to stay nimble on their feet to maintain their competitive edge.
This white paper takes a closer look at the state of Fitness as the category transitions into a more stable growth phase following two years of outsize post-pandemic demand. The report digs into the location analytics to reveal how the Fitness space has changed – and what strategies gyms can adopt to stay ahead of the pack.
*This report excludes locations within Washington state due to local legislation.
Monthly visits to the Fitness category have grown consistently year over year (YoY) since early 2022, when COVID subsided and gyms returned to full capacity. And the segment is still doing remarkably well. Even in January and March 2024 – when visits were curtailed by an Arctic blast and by the Easter holiday weekend – YoY Fitness visits remained positive, despite the comparison to an already strong 2023.
Still, recent months have seen smaller YoY increases than last year, indicating that the Fitness category is entering a more normalized growth phase.
By keeping a close watch on evolving consumer preferences, fitness chains can uncover new opportunities for growth and adaptation within a stabilizing market – including leaning into increasingly popular dayparts.
Examining the evolving distribution of gym visits by daypart over the past six years shows that major shifts were brought on by the COVID-19 pandemic.
Between Q1 2019 and Q1 2021, as remote work took hold, gyms saw their share of 2:00 PM - 5:00 PM visits increase from 15.8% to 18.6%. Though this trend partially reversed as the pandemic receded, afternoon visits remained elevated in Q1 2024 compared to pre-COVID – likely a reflection of hybrid work patterns that leave people free to take an exercise break during their workdays.
At the same time, the share of morning visits to fitness chains (between 8:00 AM and 11:00 AM) dropped from 20.5% in Q1 2019 to 17.2% in Q1 2024, while evening visits (between 8:00 PM and 11:00 PM) increased from 11.3% to 13.2%.
Gyms that recognize this changing behavior can adapt to new workout preferences – whether by incentivizing morning visits, scheduling popular classes mid-afternoon, or offering extended evening hours.
In fact, the data indicates that gyms that are leaning into the evening workout trend are already finding success: Of the top 12 most-visited gym chains in the country, those that saw bigger increases in their shares of evening visits also tended to see greater YoY visit growth.
EōS Fitness and Crunch Fitness, for example, have seen their shares of evening visits grow by 5.5% and 3.4%, respectively, since COVID – and in Q1 2024, their YoY visits grew by 29.0% and 21.8%, respectively. Other chains, including 24 Hour Fitness and Chuze Fitness, experienced similar shifts in visit patterns. At the same time, LA Fitness saw just a minor increase in its share of evening visits between Q1 2019 and Q1 2024, and a correspondingly small increase in YoY visits.
As the evening workout slot gains popularity, gym operators that can adapt to these new trends and encourage evening visits may see significant benefits in the years to come.
Diving into demographic data for the analyzed gym chains sheds light on some factors that may be driving this heightened preference for evening workouts at top-performing gyms.
The four fitness chains that experienced the greatest YoY visit boosts in Q1 – Crunch Fitness, EōS Fitness, 24 Hour Fitness, and Chuze Fitness – all featured trade areas with significantly higher-than-average shares of Young Professionals and Non-Family Households. (STI: PopStat’s Non-Family Household segment includes households with more than one person not defined as family members. Spatial.ai: PersonaLive’s Young Professional consumer segment includes young professionals starting their careers in white collar or technical jobs.)
In plainer terms, these consumer segments – typically young, well-educated, and without children – and therefore more likely to be flexible in their workout times – are driving visits to some of the best-performing gyms across the country. And these audiences seem to be displaying a preference for nighttime sweat sessions – a factor that gyms can take into account when planning programming and marketing efforts.
Leaning into emerging gym visitation patterns is one way for fitness chains to thrive in 2024 – but it isn’t the only marker of success for the segment. Even after years of visit growth, the market remains open to new opportunities and innovations that meet health-conscious consumers where they are.
STRIDE Fitness, a gym that offers treadmill-based interval training, has sparked a trend among running enthusiasts. This niche player is finding success, particularly among a specific demographic: runners and endurance training enthusiasts.
Between January and April 2024, monthly YoY visits to STRIDE Fitness consistently outperformed the wider Fitness space. A standout month was January, when STRIDE Fitness’s visits soared by an impressive 33.6% YoY, surpassing the industry average of 5.7% for the same period.
Psychographic data from the Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – suggests that STRIDE Fitness’ trade areas are well-positioned to attract those visitors most open to its offerings. Residents of STRIDE Fitness’s potential market are 24% more likely to be, or to be interested in, Endurance Athletes than the nationwide average – compared to just 3% for the Fitness industry as a whole. Similar patterns emerge for Marathon Runners and Triathlon Participants. This indicates that the chain is well-situated near consumers with a passion for endurance sports and long distance running, helping it maintain a competitive edge in the crowded gym market.
Pickleball, a game that blends elements of tennis, ping pong, and badminton, is the fastest-growing sport in the country. And recognizing its broad appeal, some fitness chains have begun incorporating pickleball courts into their facilities.
Arizona-based EōS Fitness added a pickleball court at a Phoenix, AZ location – and early 2024 data highlights the impact of this addition. Between January and April 2024, the location drew between 9.1% and 33.3% more monthly visits than the chain’s Arizona visit-per-location average.
And analyzing the demographic profile of the chain’s location with a pickleball court reinforces the game’s increasingly wide appeal. Young consumer segments have been embracing the game in large numbers – and the Phoenix EōS Fitness location’s potential market includes a significantly higher share of 18 to 34-year-olds than the chain’s overall Arizona potential market. Residents of the pickleball location’s trade area are also less affluent than the chain’s Arizona average.
Pickleball has typically been associated with more affluent consumer segments, and it seems like this may be shifting. With more people than ever embracing the game, gyms that choose to add courts to their facilities may reap the foot traffic benefits.
The Fitness industry has undergone a significant transformation since COVID-19. The category’s outsize post-pandemic visit growth has begun to stabilize, and gyms are staying ahead by adapting to changing consumer preferences. Evenings are emerging as crucial dayparts for gym operators, likely driven by younger consumer segments. And niche fitness chains are seeing visit success, proving that there are plenty of ways for the Fitness segment to succeed.
