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JOANN recently announced that it had filed for bankruptcy, and the company expects to go private as early as next month. Can the retailer still make a comeback? We dove into the data to find out.
JOANN went public in March 2021 – at the height of the pandemic – following a particularly strong 2020. The COVID-era crafting boom had put the company on a growth trajectory, with visits during the first year of the pandemic barely lower than in 2019 despite the lockdowns and movement restrictions. But as the country reopened and people’s schedules filled back up – leaving less time for sewing and knitting – visits began to fall. Foot traffic in 2021 was lower than in 2020, and by 2022, overall visits to the chain were 11.8% lower than they had been in 2019
But now, recent foot traffic data indicates that demand for fabric-related crafting supplies may be rebounding. In 2023, visits to the chain grew relative to 2022 and the visit gap relative to 2019 narrowed. Sewing appears to be making a comeback, with both millennials and Gen-Z exhibiting a newfound interest in the craft. And although the resurgence of interest in fiber arts was not strong enough to prevent JOANN’s recent bankruptcy filing, the YoY visit growth in 2023 indicates that the company should not be written off just yet.
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According to C.F.O. Scott Sekella, 95% of JOANN’s stores are cash-flow positive. The company is also committed to maintaining usual operations during the court-supervised procedure. And this year as well – especially since the end of early 2024’s cold spell – JOANN’s year-over-year (YoY) visits have trended positive, even outperforming YoY foot traffic to other leading crafting retailers.
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The unique nature of JOANN’s products give the company’s brick-and-mortar stores an advantage over digital counterparts: Crafters like to get a feel for the material before purchasing, and amateur DIY-ers who visit physical stores can consult with expert salespeople to receive guidance for ongoing projects. And although foot traffic to JOANN’s stores is not what it was at the height of the pandemic, the YoY visit growth in 2023 indicates that the brand is still serving many committed sewers and knitters who are choosing to shop in-person. So how can JOANN maintain its store fleet while optimizing in-store operations?
Analyzing the change in hourly visits between 2022 and 2023 reveals that the YoY growth is not evenly distributed across dayparts. Morning and early afternoon visits saw modest increases, but traffic growth really ramped up in the afternoon and evening – peaking between 6:00 and 6:59 PM – and visits actually decreased between 7:00 and 8:59 PM. Should the company try to streamline its logistics without sacrificing its large store fleet, JOANN may focus its staffing and operational costs on the dayparts with the most growth potential and reduce expenditure during the less popular timeslots.
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Despite the crafting retailer’s current rough patch, location intelligence suggests that the company is a strong contender for a post-bankruptcy comeback. And the positive YoY trends also indicate that – despite the ongoing headwinds and contraction in discretionary spending – there is still demand for hobby-driven retail in 2024.
How will the bankruptcy proceedings impact foot traffic to JOANN? What does the rest of 2024 hold for the brand?
Check in with our blog at placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

With rumors swirling of a potential Panera Bread IPO in 2024, we dove into the data to find out how the St. Louis, Missouri-based company is performing – and what sets Panera apart from its competition.
Panera Bread has been on a growth spurt recently, with monthly visits over the past 12 months consistently exceeding 2022/2023 levels. Part of the traffic increase may be due to the brand’s larger store fleet – Panera expanded into urban and non-traditional markets with small-format locations focused on pick-up and digital ordering. And the company is not resting on its laurels, with Panera revamping its menu to compete more directly with meal-focussed fast casual concepts.
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Because Panera straddles the line of coffee QSR and fast-casual lunch spot, there is no one dining chain that directly competes with Panera on all fronts. Instead, Panera plays a unique role in the QSR/fast casual landscape: The chain has a strong café feel, with the company’s “Sip Club” membership program seems specifically designed to appeal to customers looking for frequent coffee fixes. But Panera also offers more substantial fare, and the upcoming menu overhaul promises to add even more hearty salads and affordable sandwiches to its array of options.
The new menu may be aimed towards attracting more budget-conscious diners thanks to a focus on larger portions and the addition of several items priced at under $10. Some speculate that the changes are also part of the company’s broader refocusing towards the lunchtime daypart. Comparing Panera to Starbucks, which competes with Panera on the coffee shop and affordable foods front, and to Sweetgreen, a strong presence in the fast-casual lunch market, can shed light on Panera’s role within the increasingly competitive dining landscape.
Panera’s hourly visitation pattern highlights its unique place within the wider QSR-fast casual landscape. Like Sweetgreen, Panera experiences a lunchtime foot traffic rush – 30.8% of daily visits to the chain take place between 12 PM and 2 PM. But Panera also receives almost a third of its visits before noon – 30.2% of visits to the chain take between 6 AM and 11 AM, compared to just 13.2% of visits to Sweetgreen. Between 9 AM and 11 AM, Panera’s hourly visit share of 20.8% is almost on par with Starbucks’ 25.3%. (The small number of morning Sweetgreen visits is likely also driven by a difference in opening hours, with most Sweetgreen locations only opening at around 10:30 AM).
Meanwhile, Panera also seems to be a strong dinner contender. Although Panera’s evening performance may not be quite as strong as Sweetgreen’s, the St. Louis-based dining chain still sees 17.3% of its daily visits between 6 PM and 8 PM – almost double Starbucks’ 9.8.%.
These hourly visitation patterns indicate that while a significant contingent of Panera patrons treat the chain as their go-to coffee shop, many others tend to consider Panera as a lunch or early dinner destination.
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Although analyzing hourly visitation patterns highlight similarities between Panera and Sweetgreen, focusing on the three chains’ visitor bases reveals many more similarities between Starbucks and Panera.
The median HHIs in Panera and Starbucks’ trade areas stand at $79.2K/year and $76.4K/year, respectively. Around 34% of both chains’ trade areas consist of non-family and one-person households and 28% consist of households with children. Meanwhile, Sweetgreen tends to attract a much larger share of affluent singles – 42.9% of households in Sweetgreen’s trade area are non-family and one person households, and the salad and grain-bowl focused chain has a trade area median HHI stands at $102K/year.
It seems, then, that although Panera appears to compete with Sweetgreen for the lunch rush – and to a lesser extent, for dinner visits as well – the two brands’ audience bases are substantially different. On the other hand, Panera’s visitor base seems to overlap significantly with that of Starbucks – which may explain Panera’s move towards enhanced portion sizes and affordable meal options, which may set it even further apart from the Seattle-based coffee giant.
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Panera Bread is one of 2024’s most anticipated IPOs – and location intelligence metrics suggest that the buzz is well substantiated.
For more data-driven dining insights, visit our blog at placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Nowruz took place on March 20 this year, and this celebration of the spring equinox dates back over three thousand years. Westwood Blvd, just south of UCLA, is home to a profusion of Persian restaurants, markets, bookstores, and ice-cream stores with flavors not found in your typical Baskin-Robbins. Hence, the affectionate moniker Tehrangeles for this little pocket where an Iranian diaspora has settled.
Restaurants like Shamshiri Grill, with its juicy beef koobideh kebab broiled to perfection and tomatoes that burst in your mouth, proves to be a hit with a wide cross-section of Angelenos. For dessert, be sure to stop at nearby Saffron & Rose for their namesake flavors or Mashti Malone’s for a uniquely Persian faloodeh shirazi, similar to a rosewater sorbet, topped with cherry sauce and rice starch vermicelli.

There are also numerous Persian markets in the area should you want to buy groceries and try cooking yourself. Jordan Market, Tehran Market, and Star Market all see over half their clientele come from the segment of Educated Urbanites.

If you’d like to simultaneously celebrate Women’s History Month and buy yourself a little something for the New Year, then look no further than Cult Gaia, just a short drive away in West Hollywood. Founded by Jasmin Larian Hekmat in 2012, its Ark bag reached cult status within just a few years. Oozing a vacation-ready vibe and cool-girl aesthetic, the LA-based designer has most recently opened up a new store on the ritzy island of St. Barths. While the majority of visits to the West Hollywood store come from metro LA, there are still quite a few fans coming from further afield to shop.


Family Dollar’s parent company Dollar Tree recently announced plans to dramatically rightsize the discount chain’s store fleet, with 600 stores slated for closure in 2024 and more to follow in upcoming years for a total of almost 1000 closures. We dove into the location intelligence for Family Dollar and three other leading value-forward retailers to understand which chain stands to benefit most from Family Dollar’s contraction.
Dollar Tree’s plans to close almost 1000 Family Dollar stores did not surprise retail analysts. Discount & Dollar Stores have been on the rise in recent years, driven in part by significant expansions – visits to the industry up 25.4% in Q1 2023 and up 55.8% in Q4 2023 relative to pre-pandemic Q1 2019. But this growth seems to have bypassed Family Dollar. Q1 2023 visits to the brand were up just 0.8% and traffic during the critical holiday-driven Q4 2023 was up just 9.8% since Q1 2019.
Meanwhile, the eponymous banner of Family Dollar’s parent company Dollar Tree outperformed the wider industry during the same period, with a 28.4% increase in Q1 2023 visits and a 72.1% increase in Q4 2023 visits relative to a Q1 2019 baseline.
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The Discount & Dollar Store space includes major players like Dollar General and the Dollar Tree banner that can fill the voids left by shuttering Family Dollar Venues. Walmart also may step into some of the newly created gaps. Analyzing the demographic and psychographic composition of the trade areas of these four chains – Family Dollar, Dollar General, Dollar Tree, and Walmart – may reveal the chain(s) best positioned to cater to Family Dollar’s current visitor base.
Most people have set daily shopping habits, and chains will likely have more success vying for Family Dollar’s visitor base if they can accommodate the current visitation patterns of Family Dollar shoppers.
Family Dollar and Dollar General respectively receive 37.0% and 37.9% of their daily visits between the hours of 5:00 PM and 8:59 PM. Meanwhile, only 31.2% of Dollar Tree’s visitors and 34.3% of Walmart visitors visited those chains in the late afternoon and evening. The similarities between Dollar General and Family Dollar’s visitation patterns may mean that Dollar General’s staffing and opening schedule is suited to handle the influx of former Family Dollar visitors without making these visitors modify their current shopping behavior.
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Analyzing the four chains by trade area median household income (HHI) also shows that Family Dollar is closer to Dollar General than to Walmart or Dollar Tree – but the data also reveals that Family Dollar serves a distinct demographic base. The chain has a potential market median HHI of $62.1K and a captured market median HHI of $48.3K – in both cases, the lowest trade area median HHI of the four chains analyzed.
Potential market analysis weighs the Census Block Groups (CBG) making up a trade area according to the number of residents in each CBG. The low median HHI in Family Dollar’s potential market means that the chain’s venues tend to be located in lower-income areas compared to the other chains’ store fleets.
Captured market median HHI reflects the median HHI in the CBGs making up a trade area weighted according to the number of visits to the chain from each CBG. And comparing the four chains indicates that the gap between Family Dollar and the other three chains is even larger when looking at the captured market median HHI, with Family Dollar serving the lowest income households within its potential market.
Still, Dollar General’s trade area median HHI is closest to that of Family Dollar – although Family Dollar’s trade area median HHI is still significantly lower than that of Dollar General – which could mean that Dollar General will be most attractive to Family Dollar’s former visitors.
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But looking at other metrics suggests differences in household composition between Family Dollar and Dollar General. Although the potential market share of households with children is similar for the two chains, Family Dollar’s captured market share is higher while Dollar General’s captured market share of households with children is lower.
Family Dollar’s popularity among lower-income households with children may explain why the chain has been struggling in recent years, as this demographic has been particularly hard-hit by the recent economic headwinds. And this distinct demographic base may also mean that Dollar General might want to make some merchandising, pricing, or marketing adjustments to best serve Family Dollar’s former visitors.
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Although the demographic composition of Family Dollar’s trade areas sets the chain’s visitor base apart, diving into the psychographic segmentation of the chain’s captured and potential market highlights similarities with other value-forward retailers.
All four chains analyzed seem particularly popular with rural audiences – specifically with the Rural Average Income and Rural Low Income segments as defined by the Spatial.ai: PersonaLive dataset. (Dollar General and Walmart also see a disproportionate number of visits from the Rural High Income segment within their potential markets.) So some of Family Dollar’s rural shoppers may already be visiting Walmart or Discount & Dollar Stores – and these other retailers may choose to open in areas where Family Dollar is closing and where no other discounter currently operates.
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The massive rightsizing of Family Dollar’s store fleet creates major opportunities for other value-driven retailers to expand their reach. Who will end up benefiting most from these shifts?
Check in with placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Last year’s retail vibe was nothing if not experiential. Inflation led consumers to trade down and cut back on discretionary spending – but people still sought out fun, affordable venues to meet up with friends and let off some steam.
So with 2023 firmly in the rearview mirror, we dove into the data to check in with Dave & Buster’s Entertainment Inc., owner of eatertainment chain Dave & Buster's, and – since 2022 – Main Event Entertainment. How did the company’s two brands fare in the final months of 2023 and at the start of 2024? And what lies in store for them in the months ahead?
Dave & Buster’s, the sports bar arcade that invites harried grown-ups to cast aside their worries and “unlearn adulthood”, is thriving. With some 160 venues across 42 states, Dave and Buster’s offers the most tightly-wound consumers an inexpensive escape from real life – someplace they can unwind with friends over a beer, some mouthwatering shareables, and a bit of friendly skee-ball.
Over the past several years, Dave & Buster’s has grown its store count, and in 2022 broadened its portfolio with Main Event Entertainment – the family-oriented eatertainment concept that pairs arcade games with larger format activities such as laser tag and bowling. And since November 2023, both brands have sustained mainly positive year-over-year (YoY) visit growth, disrupted only by January 2024’s inclement weather.
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Main Event Entertainment’s purchase by Dave & Buster’s appears to have been a natural move on the company’s part. Overlaying foot traffic data with demographics from STI’s PopStats reveals that the two chains’ comparable offerings attract customers with similar income profiles: In 2023, Dave & Buster’s’ and Main Event’s captured markets featured median household incomes (HHIs) of $67.3K and $67.6K, respectively – just under the nationwide baseline of $69.5K.
But the acquisition of Main Event has also allowed Dave & Buster’s Entertainment, Inc. to broaden its visitor base. Both of the company’s brands attract plenty of singles and families with children. But while Dave & Buster’s young-adult-oriented vibe holds special appeal for people living on their own, Main Event’s child-friendly activities make it a particularly attractive destination for parental households. Together, the two chains offer something for everyone – cementing the company’s role as an eatertainment leader.
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Dave & Buster’s and Main Event also enjoy similar weekly visitation patterns. Unsurprisingly, the two chains are busiest on Saturdays, followed by Sundays and Fridays, and quieter during the rest of the week. But both brands have also found creative ways to boost weekday visits. On Wednesdays, Dave & Buster’s offers a 50%-off deal, letting customers play their favorite games at half the price – and fueling a significant midweek foot traffic spike. Main Event Entertainment, for its part, draws weekday crowds on Mondays with an afternoon all–you-can-play special.
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Everybody needs to let their hair down sometimes – and with Spring Break right around the corner, both Dave & Buster’s and Main Event are building momentum with seasonal specials aimed at making their offerings even more affordable.
For both chains, March is an important milestone – in 2023, Dave & Buster’s and Main Event drew 41.0% and 82.9% more traffic during the week of March 13th, respectively, than they did, on average, throughout the rest of year. And if recent visit trends are any indication, the two brands appear poised to enjoy a healthy Spring Break and a strong rest of 2024.
For more data-driven retail and dining insights, follow Placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Despite the individual restaurant success stories in 2023, last year was also a period of economic headwinds in the dining industry. But Darden Restaurants – and its largest chains Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen – continued to drive foot traffic. We dove into the location analytics for these three Darden brands and took a closer look at the shifts in consumer behavior impacting the dining space.
Foot traffic in 2023 was largely positive for Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen, with the strong visit trends likely helping drive Darden’s recent sales growth.
All three brands posted impressive YoY visit growth in Q1 2023, perhaps aided by the comparison to an Omicron-impacted, muted Q1 2022. LongHorn Steakhouse then pulled ahead of the pack in Q2 and Q3 with YoY foot traffic up 3.7% and 4.8%, respectively, before finishing the year off strong with a 3.8% YoY visit increase in Q4. But the real Darden star in Q4 was Olive Garden. The Italian-focused chain’s success was likely bolstered by the return of the Never Ending Pasta Bowl – offered from late September 2023 through mid-November – which appears to have attracted even more hungry diners than it did the previous year.
Meanwhile, YoY visits to Cheddar’s Scratch Kitchen increased during the first three quarters of 2023 and held relatively steady in Q4 – YoY visits during the last quarter of the year were down just 0.7% – highlighting the overall strength of Darden’s portfolio.
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Though 2023 was a particularly successful year for Darden foot traffic, Olive Garden, LongHorn, and Cheddar’s were not immune to this year’s arctic blast. The extreme weather in January 2024 impacted dining visits and put a damper on traffic to these chains. But once the weather warmed up in February 2024, YoY visits to Olive Garden, LongHorn, and Cheddar’s began to heat up as well – outpacing even the strong early 2023 traffic – indicating that Darden brands are likely in for another year of robust visits.
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Diving deeper into the analytics for Darden’s brands indicated that shifts in consumer behavior may be a factor in the restaurants’ recent foot traffic gains. Analysis of hourly visits to Olive Garden, LongHorn, and Cheddar’s since 2019 revealed that a greater share of visitors are now engaging with their favorite restaurants during non-traditional dayparts in the mid and late afternoon.
The share of daily Olive Garden, LongHorn, and Cheddar’s visitors visiting between 2 PM and 5:59 PM was higher in 2023 than in 2019 for all three brands. Olive Garden had the largest share of mid and late afternoon visits in 2022 at 32.6% and maintained its share of 2:00 PM to 5:59 PM visitation in 2023. Meanwhile, LongHorn and Cheddar’s share of visits during the 2:00 PM to 5:59 PM daypart continued increasing in 2023 relative to the previous year, which suggests that this trend of late afternoon and early dinner visits is becoming the new normal.
As eating out early is becoming more prevalent in the casual dining space – as well as in fine dining and steakhouse restaurants – Darden might capitalize on this trend by adding more happy hours and other late-afternoon specials to its restaurants’ menus.
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Darden’s biggest chains succeeded in driving foot traffic growth in 2023 and early 2024. Location analytics indicated that while demand for the brands is consistent, consumer behavior is always changing. How will these restaurants navigate the rest of 2024? Visit Placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

During the pandemic and its aftermath, Americans were on the move. Millions left expensive coastal markets for lower-cost destinations across the Sun Belt, while boomtowns such as Bozeman, Boise, and Austin struggled to keep pace with the influx of new residents.
That wave of relocation has since cooled, as return-to-office mandates, higher mortgage rates, and a shrinking affordability gap between coastal cities and many COVID-era hotspots have dampened the incentive to move. But even in a slower market, domestic migration remains one of the most powerful forces shaping local economies, housing markets, and consumer demand.
This report leverages AI-powered location analytics to examine the relocation patterns reshaping the United States in 2026 – where Americans are moving, the demographic and economic forces driving those decisions, and how retailers, investors, developers, and policymakers can respond to the opportunities and challenges created by these shifts.
Which major metros are attracting the most new residents? Which pandemic-era standouts have seen growth stall or reverse? And what factors best predict a large metro area's domestic migration growth potential in 2026?
The latest statewide migration data shows that the slower relocation pace observed in 2024 persisted into 2025. No state recorded net inflows or outflows exceeding 0.7% of its starting population. And while several smaller states continued to attract new residents at meaningful rates, none of the nation's six most populous states saw net in-migration exceed 0.2%.
Among those smaller states, South Carolina and Delaware led the nation with net in-migration equal to 0.7% of their populations, followed by Idaho (0.6%), Maine (0.5%), Tennessee (0.4%), and North Carolina (0.3%). For most of these states, migration accelerated relative to 2024, though Delaware's inflow rate moderated slightly and North Carolina held steady.
Despite their differences, these states tend to offer a similar mix of lifestyle amenities, relatively low congestion, and opportunities for growth. Many also benefit from business-friendly climates, favorable tax policies, or housing costs that remain attractive relative to the higher-cost markets from which they draw new residents.
At the other end of the spectrum was Vermont, which saw the nation’s largest net outflow as share of population in 2025, losing 0.4% of its population to domestic relocation. The decline deepens a reversal that first emerged in 2024, when the state swung to a net loss of 0.2%, after attracting inflows of 0.8% and 0.5% in 2022 and 2023, respectively.
Vermont's reversal likely reflects a combination of factors, including return-to-office mandates and the waning appeal of remote work. Housing undersupply in the state may have also contributed, illustrating how important infrastructure investments are to sustaining migration gains over time.
Among the nation's six most populous states, Florida was the only one to see accelerating net in-migration in 2025, attracting new residents equal to 0.2% of its starting population, up from 0.1% the year before. Texas, by contrast, slowed from 0.1% net in-migration in 2024 to essentially flat in 2025, highlighting the cooling of what was once one of the country's strongest pandemic-era migration magnets.
Meanwhile, the legacy "exodus" states continue to lose residents, but at a slower pace than in previous years. Illinois and California have seen their migration deficits steadily narrow, with further improvement in 2025. Between 2022 and 2025, Illinois moved from -0.8% → -0.2% → -0.2% → -0.1%, while California moved from -0.9% → -0.4% → -0.3% → -0.2%. And though New York has held steady at -0.2% over the past two years, this marks a significant moderation from 2022, when the state experienced net outmigration equal to 1.1% of its population.
Statewide trends reveal important shifts, but a closer look at the nation's ten largest metropolitan areas suggests that broader interstate averages increasingly mask diverging local realities. Several metros are attracting residents through interstate domestic migration even when their states as a whole are experiencing little or no net migration growth.
Phoenix (+0.3%), for example, stood out as the nation's top-performing large metro in 2025, despite Arizona's absence from the list of leading migration destinations – with the majority of its inflow coming from out of state.
Dallas (+0.2%) ranked second, continuing its rebound from -0.1% in 2023 even as Texas' statewide migration gains cooled. Like Phoenix, Dallas drew a majority of its new residents from outside the state, underscoring its growing appeal as a national migration destination. Houston, meanwhile, moved in the opposite direction, falling from 0.1% net in-migration in 2023 to -0.1% in 2025. While it is too early to call this a sustained reversal, the divergence between the two metros may reflect Dallas's growing pull as a corporate magnet alongside rising housing costs and weather-related challenges in Houston.
Metro-level data also suggests that the pandemic-era "big-city exodus" narrative is continuing to fade. Los Angeles improved from -0.8% in 2023 to -0.3% in 2025, while New York held steady at -0.3% after improving in 2024. Even Miami (-0.6%), which ranked last among major metros despite Florida's continued statewide gains, saw its outflows moderate from 2023 levels. And while Illinois continued to post net outmigration, Chicago (0.0%) reached migration neutrality in 2025 after recording losses in both 2023 and 2024.
Despite Miami's struggles – and Florida’s relatively modest 0.2% inflow – a look beyond the top 10 large metros reveals that the Sunshine State is home to six of the nation's eight fastest-growing large metros nationwide.
Those top-performing metros, defined as CBSAs with 500K+ residents that added at least 0.8% of their population through net domestic migration over the past year, share a similar profile: lower housing costs, retiree appeal, suburban density, and an easy drive to a larger economic hub.
Much of the growth of these Florida metro areas, however, is being fueled from within Florida itself. While major out-of-state metros such as New York (6.1%) and Chicago (2.0%) remained important sources of new residents, nearly half of the net migration into Florida's top destination metros came from elsewhere in the state. In 2025, Miami (22.5%), Orlando (13.0%), Tampa (5.8%), and Naples (4.2%) together accounted for 45.5% of the net positive migration feeding these fast-growing markets.
The migration flows feeding the nation’s fastest-growing large metros suggest that affordability remains a powerful driver of domestic relocation.
In 2025, seven of the eight top destination metros analyzed above had lower typical home values than their largest feeder markets. Lakeland–Winter Haven, FL, for example, had a typical home value of $313.4K in December 2024, compared with $404.9K in Orlando and $380.2K in Tampa – its two largest sources of net migration. Even North Port–Bradenton–Sarasota, FL – the most expensive Florida metro in this group – drew its largest share of net migration from the New York metro area, where home values are substantially higher.
The lone exception was Charleston–North Charleston, SC, whose largest source of net migration was Baltimore – a market with lower typical home values than the destination. Even in Charleston, however, affordability appears to have played a role. New York, a significantly more expensive market, ranked a close second in 2025, accounting for 6.5% of net positive migration into Charleston, just behind Baltimore’s 6.8%.
While housing costs are only one factor influencing migration decisions, the data suggests that households continue to gravitate toward markets where homeownership is comparatively more attainable than in the places they leave behind.
Typical Home Values* in Top Feeder Markets to Destination Hubs, 2025
*Typical home value based on Zillow Research’s Zillow Home Value Index (ZHVI) for Dec. 2024, immediately preceding the analyzed migration period (Jan.–Dec. 2025).
But as important as affordability is in explaining today’s domestic migration patterns, age appears to be an even stronger determinant of where people choose to relocate.
Among mid-sized and large metros (250K+ residents) experiencing significant population shifts – defined as gaining or losing at least 1.0% of their starting population through domestic migration over the past two years – households are increasingly moving toward older, more established communities.
The data reveals a clear negative relationship between migration performance and age differential – a metric calculated by subtracting the median age of the destination market from the weighted median age of its feeder markets. Negative values indicate movement toward older communities, while positive values indicate movement toward younger ones. In other words, the metros attracting the strongest migration inflows tend to be older than the markets sending them residents.
The data also shows a clear positive relationship between migration performance and retiree concentration. Metros with larger shares of residents aged 65 and older generally saw stronger migration gains over the past two years, while younger metros tended to attract fewer newcomers. This suggests that retiree-driven relocation has become an increasingly important driver of migration. At the same time, the influx of younger residents points to the broader appeal of these communities, which offer a mix of affordability, amenities, and lifestyle advantages.
Net Migration as Share of Starting Population, 2024–2025*
*Analysis includes metro areas with 250K+ residents and domestic migration gains or losses of at least 1.0% during the study period. Weighted Age Differential compares the destination market’s median age with the weighted median age of origin markets, with positive values indicating migration toward younger markets and negative values indicating migration toward older markets. Age data: Census ACS 2020–2024.
The pandemic-era urban exodus is giving way to a more nuanced migration landscape. Large urban markets are stabilizing, while growth is increasingly concentrated in smaller states, secondary metros, and intra-state corridors. Affordability remains a powerful pull, but retirees, lifestyle considerations, and local market dynamics are also playing an increasingly important role in where Americans choose to live.
To capitalize on these shifts in 2026, civic leaders, commercial real estate (CRE) investors, retailers, and developers should:

Across segments, retail and dining expansions converge on a common set of priorities, including identifying markets with strong demand, ensuring alignment with target audiences, and leveraging local consumer behavior to drive synergy. Using AI-powered location intelligence, we analyzed five expanding brands and segments to uncover the core principles driving successful site selection.
Nationwide visits to coffee chains are up in 2026, with established brands and newcomers alike seeing their traffic increase as consumer headwinds lead some to shift their discretionary spend towards more affordable indulgences. But past visit growth does not necessarily indicate future opportunity – it may instead signal market saturation. Relying solely on overall visit trends to guide expansion could lead chains into highly competitive markets where existing supply already meets demand.
For example, analyzing traffic trends in 10 major metro areas where coffee visits increased year-over-year (YoY) in Q1 2026 reveals significant gaps between overall traffic trends and per-location demand. In some CBSAs, overall traffic growth significantly outpaced per-location traffic trends – suggesting that supply is already meeting (or exceeding) demand and limiting room for new coffee locations despite overall category growth. But in other metro areas, where overall visit growth appears smaller, per-location traffic is actually booming – indicating that the underlying demand is resilient enough to support additional coffee concepts.
These patterns highlight the importance of looking beyond topline growth to identify where true whitespace still exists.
Effective site selection matches both regional and local demographics to a brand’s target customer, supporting performance and reinforcing positioning. But even in well-aligned metros, results depend on site-level precision – locations where the trade area visitor profile most closely reflects the brand’s core audience are best positioned to drive incremental upside.
An analysis of Alo locations in the DC area suggests that the company is adopting this strategy. Within the already high-income metro area of Washington-Arlington-Alexandria, individual Alo Yoga stores are placed in centers that draw even more affluent visitors – maximizing the revenue potential of each location.
In fact, Alo's newest stores in the metro area – One Loudoun and Bethesda Row – drive traffic from households with higher median incomes than even the established area locations. This signals a clear focus on premium retail corridors and affluent consumer segments, which reinforces the brand’s positioning while capturing higher-spending customers at the site level.
Beyond driving traffic potential and demographic alignment, site selection should also ensure that a brand’s identity and operating model are well matched to the visitation patterns of prospective locations. Barnes & Noble offers a clear example. The company’s ongoing resurgence has relied in part on repositioning itself as a local cultural and social hub, with a stronger emphasis on local curation and community-driven events.
And analyzing Barnes & Noble’s 2026 openings shows a clear tilt toward centers with a higher share of local traffic than the chain average – supporting its shift away from a purely transactional retail model toward a more community-centric experience built around local curation, events, and repeat visitation. By prioritizing locally driven centers, the company’s site selection strategy not only captures relevant traffic but also reinforces its broader repositioning as a neighborhood-oriented brand.
Effective site selection recognizes that proximity to competitors can function as a demand driver, amplifying traffic rather than diluting it.
In practice, this often takes the form of clustering – deliberately locating near similar or complementary concepts to capture shared demand. Shake Shack provides a clear example. Analyzing the chain's store fleet shows that many locations sit near other QSR and fast-casual concepts, creating opportunities to capture dining-based traffic. At the same time, strong cross-visitation patterns indicate that these co-located brands share a common customer base, positioning the brand closer to consumers who are already likely to visit. And, at least for Shake Shack, this strategy appears to be working – traffic to the chain increased 19.9% YoY in Q1 2026.
Incorporating trade area analysis into site selection can also help determine whether a new location will generate new traffic or risk cannibalizing existing demand. Aldi, a rapidly expanding grocery chain, offers a relevant example.
The company opened a fourth Las Vegas store on S Decatur Blvd in October 2025, positioned between existing locations on W Craig Rd and S Rainbow Blvd, approximately eight miles from each. And analyzing the core trade area of each of the four Las Vegas locations indicated limited visitor cannibalization over the last six months, despite the stores’ close proximity. Only 6.2% and 7.6% of the S Decatur Blvd store’s trade area overlapped with the W Craig Rd and S Rainbow Blvd stores’ trade areas, respectively.
These findings show that there is no one-size-fits-all approach to store spacing – it varies by brand, category, and market. Analyzing a company’s existing store network alongside competitor density and overall demand can help determine how closely locations can be placed without hurting performance. In many cases – especially in high-frequency categories like grocery – markets can support stores that are closer together than expected.

Physical retail is increasingly defined by a small group of dominant players – Walmart, Target, Costco Wholesale, and Dollar General – that span grocery, essentials, and discretionary categories at a scale no other retailers can match. These chains serve as bellwethers of consumer behavior, revealing where Americans are spending, how often they shop, and what drives their decisions. And understanding their visitation patterns sheds light on the key dynamics shaping both their performance and the broader blueprint for retail success in 2026.
Retail giants Walmart, Target, Costco Wholesale, and Dollar General continue to capture a growing share of brick-and-mortar visits nationwide.
• The share of physical retail traffic captured by these giants rose from 16.8% in 2019 to 17.5% in Q1 2026, signaling continued sector consolidation.
• The scale advantage enjoyed by retail giants is increasingly self-reinforcing: Larger players benefit from superior data, stronger vendor leverage, and operational efficiencies that in turn further widen the gap.
• As these advantages compound, direct competition becomes less viable. Instead, smaller retailers should focus on owning specific trip missions – such as convenience, fill-in, or discovery – where format, assortment curation, and in-store experience can more directly shape consumer choice.
• For CRE operators, the growing dominance of these retail giants increases reliance on top-tier anchors, potentially driving performance gaps between centers with strong national tenants and those without.
• For CPG companies, the consolidation in the offline retail space heightens channel concentration, making success with a handful of large retailers critical while increasing those retailers’ negotiating leverage.
Traffic trends across the four giants reveal meaningful divergence in performance.
• Costco and Dollar General are driving the strongest visit growth, supported by both substantial fleet expansions and rising visits per location. In 2025, visits per store exceeded pre-pandemic levels by 18.1% for Costco and 10.2% for Dollar General, with both brands also seeing steady increases in their share of total brick-and-mortar retail chain visits.
• Walmart remains the largest player by far, accounting for 9.7% of traffic to major brick-and-mortar chains in 2025. And though the behemoth’s share of visits declined slightly in the immediate aftermath of the pandemic, it has held steady over the past three years.
• Target’s visit share has remained relatively flat over the past three years, reflecting stalled momentum. Still, early 2026 trends point to emerging signs of recovery – with Q1 visits up 8.3% compared to Q1 2019.
• Value retail is winning, but in more specialized forms: Dollar General (extreme value + convenience) and Costco (bulk value + loyalty) are driving the strongest traffic growth and rising visits per store, while Walmart’s broad “everyday value” remains steady with slower growth. Target, for its part, is lagging – likely a reflection of the broader bifurcation in retail which has left middle-market players caught between consumers trading down to value and those trading up to quality.
• For retailers and CPG companies, the broader lesson is that value perception is becoming more nuanced. It’s no longer just about offering low prices at scale, but about how value is delivered – whether through small packs vs. bulk, or quick trips vs. stock-up missions. Success increasingly depends on prioritizing these distinct value formats and investing in channels where store-level productivity is improving.
• For CRE operators, the outperformance of retailers with clearly defined value propositions underscores the importance of mission-driven tenant mix. As shoppers visit with increasingly specific missions in mind, retailers that cater to those missions are outperforming. Tenant strategies should reflect this shift, ensuring complementary offerings that reinforce a cohesive shopping mission.
Walmart remains the dominant brick-and-mortar retailer nationwide and across all fifty states. Still, the data suggests there is room for multiple runners-up to succeed across geographies and customer segments.
• Dollar General, Target, and Costco each attract distinct audience segments. Dollar General attracts a disproportionately high share of the “Mature and Retired Living” segment, while Costco leads among family households, with Target also over-indexing with this group. Among younger “Contemporary Households,” meanwhile – a segment encompassing singles, married couples without children, and non-family households – Target commands the highest share, slightly over-indexing compared to the nationwide baseline.
• Regional strengths vary significantly, with Dollar General concentrated in the South, Costco dominant in the Northwest, and Target showing more dispersed areas of strength.
• Despite similar overall visit share, Dollar General leads in more states (26 vs. 17 for Target), reflecting broader geographic dominance.
• For retailers, the data suggests that growth opportunities are increasingly shaped by localized demographic and geographic dynamics – meaning that targeted, market-specific strategies may be more effective than uniform national approaches.
• Younger “Contemporary Households” remain less locked-in than older demographics, representing a key battleground for future growth.
• For CPG companies, this data highlights that channel strategy is really about building the right mix of retailers, since even large national players reach different types of consumers.
• CRE operators should ask "which anchor is right for this trade area" rather than "which anchor is strongest," as mismatched tenants can underperform even if they’re nationally dominant.
After remaining essentially flat in 2025, average visits per location to Walmart grew 3.5% YoY in Q1 2026. And the retailer’s solid Q1 performance across the U.S. underscores its unique ability to resonate across income levels, geographies, and shopping missions.
• Walmart posted year-over-year visit growth across nearly all U.S. markets in Q1 2026, reinforcing its role as a universally relevant retailer.
• The giant’s comparative softness in small parts of the Northeast suggests an opportunity to double down on region-specific assortments, urban-friendly formats, or partnerships to better match local shopping behaviors.
• Walmart’s broad-based growth shows that even as consumers are increasingly willing to visit multiple retailers to get what they want, its Superstore model has solidified its role as a primary stop on the American shopping journey – making it a uniquely reliable anchor for CRE operators.
• For smaller retailers, this underscores the opportunity to win the “second stop” – capturing trips through curated assortments and more tailored in-store experiences that Walmart’s scale is less optimized to deliver.
• For CPG companies, Walmart stands out as a highly attractive partner for broad, efficient reach, given its consistent traffic across markets.
Target’s recent performance suggests early momentum in reversing prior softness.
• Q1 2026 visits to Target rose 5.1% year over year, marking the chain’s first positive visit growth in more than a year, and suggesting that the chain’s new turnaround strategy may be bearing fruit.
• Gains were driven primarily by visits lasting 30 to 45 minutes, which accounted for 19.6% of overall visits to Target in Q1 2026 – pointing to stronger in-store engagement rather than quick, mission-driven stops.
• Target’s return to traffic growth – driven by increases in mid-length trips – signals a sustainable recovery on the horizon, strengthening its reliability as a traffic-driving tenant for CRE operators.
• Target's turnaround shows retailers how increasing shopper engagement can generate growth by converting quick trips into higher-value, multi-category experiences.
• For CPG companies, the rise in mid-length visits indicates a more receptive in-store environment for discovery and trade-up, making Target an increasingly attractive channel for innovation, merchandising, and premium offerings.
Dollar General is becoming embedded in consumers’ daily routines.
• Visitor frequency to Dollar General is on the rise. In Q1 2026, nearly a quarter of visitors frequented the chain at least four times in an average month, up from 21.2% in Q1 2022.
• Dollar General is becoming increasingly local in nature: As its footprint expands, more visits originate nearby, with 28.0% coming from within one mile – reinforcing its role as a neighborhood store of choice.
• Dollar General’s visitation patterns point to a growing ownership of the convenience mission. Its expanding store density is creating a self-reinforcing network effect, where proximity fuels frequency, and frequency strengthens long-term defensibility.
• For retailers, Dollar General’s rising share of nearby and high-frequency visits shows that proximity can drive habit, making convenience a powerful lever for building repeat behavior.
• For CRE operators, the data highlights the strength of hyper-local, necessity-driven traffic, positioning Dollar General as a stable tenant that anchors consistent, repeat visitation.
• For CPG professionals, the increase in frequent trips signals a high-velocity purchase environment, favoring smaller pack sizes and products that align with regular replenishment cycles.
Costco continues to grow and diversify its audience despite higher membership fees and stricter food court access policies, highlighting the strength of its value proposition and loyalty model.
• In September 2024, Costco raised its membership fees for the first time in seven years – and more recently tightened enforcement of member-only access to its food courts. Despite these changes, visitation has remained strong, highlighting the company’s pricing power and deep customer loyalty.
• At the same time, Costco’s shopper base is broadening, with median household income trending slightly downward while remaining relatively affluent.
• Offering strong value to a relatively affluent consumer base can be a winning formula in 2026. Retailers that combine quality, trust, and perceived savings – rather than competing solely on low prices – are well positioned to drive both loyalty and sustained traffic growth.
• For CRE operators, Costco’s sustained traffic growth and broadening shopper base reinforce its value as a standalone, high-demand traffic magnet that can anchor entire trade areas and drive surrounding retail development.
• For CPG companies, the combination of high traffic and declining median HHI signals that Costco is evolving into a scaled channel reaching beyond affluent shoppers, requiring more diversified assortment and pricing strategies.
