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In June 2024, Placer.ai released three white papers: Unlocking Potential in Underserved Grocery Markets, Brewing Success: Winning Strategies for Coffee Chains, and Advantages of New Players in the Retail Media Space.
Below is a taste of our findings from Brewing Success: Winning Strategies for Coffee Chains – which dove into the data to see how leading coffee chains including Starbucks, Dunkin’, Dutch Bros., and BIGGBY COFFEE are driving coffee visits in 2024.
Everybody loves coffee. And with some 75% of American adults indulging in a cup of joe at least once a week, it’s no wonder the industry is constantly on an upswing.
In early 2024, year-over-year (YoY) visits to coffee chains increased nationwide – with every state in the continental U.S. experiencing year-over-year (YoY) coffee visit growth. The most substantial foot traffic boosts were seen in smaller markets like Oklahoma (19.4%), Wyoming (19.3%), and Arkansas (16.9%), where expansions may have a more substantial impact on statewide industry growth. But the nation’s largest coffee markets, including Texas (10.9%), California (4.2%), Florida (4.2%), and New York (3.5%), also experienced significant YoY upticks.

The nation’s coffee visit growth is being fueled, in large part, by chain expansions: Major coffee players are leaning into growing demand by steadily increasing their footprints. And a look at per-location foot traffic trends shows that by and large, they are doing so without significantly diluting visitation to existing stores.
On an industry-wide level, visits to coffee chains increased 5.1% YoY during the first five months of 2024. And over the same period, the average number of visits to each individual coffee location declined just slightly by 0.6% – meaning that individual stores drew just about the same amount of foot traffic as they did in 2023.
Drilling down into chain-level data shows some variation between brands. Dutch Bros., BIGGBY COFFEE and Dunkin’ all saw significant chain-wide visit boosts, accompanied by minor increases in their average number of visits per location.
Starbucks, for its part, which reported a YoY decline in U.S. sales for Q2 2024, maintained a small lag in visits per location. But given the coffee leader’s massive footprint – some 16,600 stores nationwide – its ability to expand while avoiding more significant dilution of individual store performance shows that Starbucks’ growth is meeting robust demand.

Read the full report here to discover more coffee insights. For more data-driven consumer research, visit our resource library.

Barnes & Noble has undergone a transformation in recent years – with new leadership and a strategic shift towards smaller, more localized book stores.
But how have these changes impacted the chain’s performance? We dove into the data to find out.
Since November 2023, Barnes & Noble has experienced consistent YoY visit growth. Only in January did foot traffic dip into the red – likely a result of the unusual cold snap that weighed on retailers nationwide.
Like many booksellers, Barnes & Noble does a significant share of its yearly business during the holiday shopping season, when people flock to bookstores to buy gifts for loved ones. So the chain’s impressive YoY performance in November and December 2023 offers an especially promising sign of its positioning going forward.

Barnes & Noble boasts more than 600 stores across the country, and after several years during which it shuttered locations, the chain has begun to expand once again. The company recently acquired Tattered Cover – a Denver-based independent bookseller, which Barnes & Noble will continue to operate under its existing name. And the Chicago area is getting five new Barnes & Noble locations this year.
Examining the visitation patterns and characteristics of Barnes & Noble’s existing visitor base in these CBSAs highlights the bookseller’s growth potential in these regions. In both CBSAs, the chain experienced positive YoY foot traffic growth in early 2024. Barnes & Noble locations in both CBSAs also drew customers from areas with higher median household incomes (HHIs) and greater shares of families with children than the chain’s nationwide baseline – two groups that may be particularly likely to frequent bookstores.

One key factor that has powered Barnes & Noble’s growth trajectory is its emphasis on curating local, independent bookstore feel in its stores. This approach allows individual store managers autonomy in decision-making, and emphasizes stocking local authors and hosting community events.
And diving into the psychographic characteristics of Barnes & Noble’s visitor base in these two expansion markets reveals that, while visitors share some similarities across different geographical regions, they also have unique characteristics.
For example, the Experian: Mosaic dataset identified higher shares of “Singles and Starters” and “Promising Families” in the trade areas that feed visitors to Denver-Aurora-Lakewood Barnes & Noble locations. Meanwhile, stores in the Chicago-Naperville-Elgin tended to attract visitors coming from trade areas with higher shares of “Power Elite” residents.
Local stores can harness these insights to effectively curate a retail experience that resonates with their customer bases: Denver-area Barnes & Noble locations can actively court young families with children or singles who are starting out in their careers. On the flip side, Chicago-area stores can curate offerings to resonate with their more affluent customer base.

Barnes & Noble is demonstrating how to maintain relevance in a world dominated by Amazon. By creating an experience that satisfies book lovers' craving for an independent bookstore atmosphere, the company is thriving.
Will Barnes & Noble sustain strong visitor numbers while maintaining its local charm?
Visit Placer.ai to keep up with the latest data-driven retail insights.

Small-format stores which offer consumers more convenient and localized shopping experiences are on the rise. The trend has been gaining traction since COVID – spearheaded by major retailers like Macy's and Nordstrom, and followed by players such as IKEA, Target, Best Buy, and others.
But what impact do small-format stores have on shopper behavior? We dove into the data to explore consumer interaction with three retailers that are leaning into the small-format space: Sprouts Farmers Market, Bloomingdale’s, and BJ’s Wholesale Club.
Sprouts Farmers Market provides a great example of how a small-format expansion strategy can drive visit growth. Since January 2022, the chain has doubled down on a small-format strategy aimed at significantly reducing the chain’s square footage and environmental impact. And partially thanks to this expansion effort, Sprout saw visits to its smaller format stores increase by nearly 50.0% over the same period – helping the brand outpace the overall grocery sector in early 2024.
By focusing on customer acquisition through smaller accessible stores, Sprouts is successfully meeting the demand for convenience and sustainability. And as a pioneer in the small-format grocery space, Sprouts is setting a high bar for other grocery chains like Whole Foods and Trader Joe’s, who are rolling out their own smaller convenience-style locations. Could this mark the start of an overall shift in the grocery sector? Only time will tell.
In February 2024, Macy’s announced a turnaround plan calling for the closing of about 30% of its traditional department stores, the opening of smaller versions of the company’s eponymous chain, and the addition of more Bloomingdale’s locations. Macy’s also plans the addition of at least one more small-format Bloomie’s store this year – the highly curated, small-format neighborhood concept launched by Macy’s in 2021. With three locations nationwide – and a fourth set to open this fall in New Jersey – Bloomie’s features a mix of established brands and trendy pop-ups tailored to local tastes.
And zooming in on visitation data for the Bloomie’s in Skokie, Illinois shows how the format helps Bloomingdale’s attract new audience segments. Compared to Bloomingdale’s full-size locations, visitors to the Skokie Bloomie’s in May 2024 came from areas with higher shares of urbanites – including STI: Landscape’s “Urban Cliff Dwellers”, “Seasoned Urban Dwellers”, and “Urban Cliff Climbers” segments. This indicates that Bloomie’s appeals to city dwellers – aligning with Bloomingdale’s goal of providing a contemporary, accessible, and convenient shopping experience in urban settings.
In April 2022, BJ’s Wholesale Club unveiled BJ’s Market - a smaller-format store in Warwick, Rhode Island that’s roughly half the size of a full-sized club location. Examining the location’s visit performance over the last two years highlights the significant impact small-format stores can have on customer engagement and loyalty.
During the first five months of 2024, BJ’s small-format Warwick location experienced consistent YoY visit growth – outperforming the chain’s already-impressive state- and nationwide averages over nearly the entire analyzed period.
But visitors also interacted with the small-format venue differently in other important ways as well. Unsurprisingly, the average visit stay at the small format BJ’s in May 2024 was significantly shorter than the average stay at BJ’s in Rhode Island and at the chain nationwide (21 minutes, versus 27.6 and 30.7 minutes, respectively). And people tended to drop by the Warwick BJ’s more frequently – with 55.0% of visitors visiting the location at least twice during the month, compared to just 37.5% in Rhode Island and 38.7% nationwide.
BJ’s testing of the Warwick small-format location proves that wholesale can be extended beyond endless roaming through enormous big box stores in search for the best value bargain. There is a clear demand for a quicker, more frequent and more efficient shopping experience in the wholesale space, and BJ’s is seizing the opportunity.
Retailers across categories are increasingly incorporating small format stores into their evolving store footprints – with promising results. How will this trend continue to play out? And will consumer preferences continue to shift towards quick, efficient, experiential, and curated shopping experiences?
Follow Placer.ai to keep up with the latest data-driven retail trends.

June 16th, 2024 was Father’s Day – and sons and daughters nationwide took the opportunity to show their dad some appreciation. But how did Father’s Day retail and dining foot traffic compare to that of Mother’s Day?
We dove into the data to find out.
Last month, we observed that though Mother’s Day wasn’t actually created by the greeting card industry, the holiday is one of Hallmark’s busiest days of the year.
And foot traffic analytics show that Father’s Day isn’t far behind. On June 15th, 2024 (the Saturday before Father’s Day), Hallmark stores drew 54.9% more visits than on an average year-to-date (YTD) Saturday – making it the company’s third-busiest day of the year so far. Only May 10th and May 11th, the days before Mother’s Day, drew bigger crowds to the greeting card chain.

And a look at visits to major industries that are top picks for dads shows that a variety of segments enjoyed visit boosts in the run-up to Father’s Day – though for most categories, the magnitude of the bump was considerably smaller than that seen before Mother’s Day.
But for one category in particular – recreational and sporting goods – it was the day before Father’s Day that was the bigger deal. On June 15th, 2024, visits to these retailers jumped 30.9% compared to an average YTD Sunday – making them the biggest beneficiaries of dad’s special occasion. Hobbies, crafts, & gift stores, on the other hand – which saw a substantial visit boost in the lead-up to Mother’s Day – experienced a drop in foot traffic.

Like on Mother’s Day, grateful offspring ponied up on Father’s Day to treat their dads to a nice, sit-down meal. On June 16th, 2024, visits to full-service dining venues jumped 30.3% compared to a YTD Sunday average. Meanwhile, visits to quick-service restaurants increased just slightly, and those to fast-casual establishments declined.
Still, throughout most of the country, full-service restaurants (FSRs) were much busier this year on Mother’s Day than on Father’s Day. The discrepancy was most pronounced in Northeastern states like Connecticut, Pennsylvania, New York, New Hampshire, Massachusetts, Maine, and New Jersey – where Mother’s Day FSR visits were more than 20.0% higher than Father’s Day ones. But two states in the Pacific Northwest, Washington and Oregon, drew more FSR foot traffic on Father’s Day than on Mother’s Day – perhaps due in part to the region’s special connection to the occasion honoring dads. (The tradition of celebrating Father’s Day originated in Spokane, WA in the early 1900’s, decades before it was declared a federal holiday in 1972).

The dining difference between Father’s Day and Mother’s Day is about more than just quantity: Where moms have a clear soft spot for Olive Garden, dads are all about the steak. Texas Roadhouse was the single busiest FSR chain on Father’s Day this year, with visits outpacing an average YTD Sunday by 49.4%.

Father’s Day doesn’t have quite the same retail and dining impact as Mother’s Day – but it’s an important milestone nonetheless.
What other special calendar days are poised to draw outsize customer foot traffic in 2024?
Follow Placer.ai’s data-driven retail and dining analyses to find out.

We’ve previously written about the influence of East Asian, Southeast Asian, and Hispanic cultures and their influence on groceries, malls, and food halls with the likes of H Mart, 99 Ranch, Asia Garden Mall, and Mercado Gonazlez. Now, let’s turn our attention to the huge Indian subcontinent, which includes India, Pakistan, Bangladesh, Nepal, Bhutan, Sri Lanka, and the Maldives.
One of this summer’s breakout sports stories is that of Sarubh Netravalkar, Oracle software engineer by day, Cricket star on the side! He helped Team USA beat Pakistan during the Men’s T20 Cricket World Cup in a huge upset, and has now been nicknamed the “Desi Diaspora Darling.” The United States is co-hosting and participating in this Cricket tournament for the first time, and fans came out in droves to Eisenhower Stadium in Nassau, NY, which essentially became a pop-up stadium in order for the competition to take place. Tikka fries, an ultimate combo of South Asian flavor and American snack favorite, were on offer at the concession stands.
The embrace of South Asian flavors can also be seen in the growth and success at grocery. Patel Brothers and India Bazaar are two Indian grocery chains that have been growing rapidly. The former saw increased year-over-year growth in 8 of the 12 months preceding. Meanwhile, the latter saw year-over-year growth in 11 out of the last 12 months.

The grocery stores can be found in various states in the US, with a particular concentration for Patel Bros in the Chicago, New York, Boston, and DC areas and for India Bazaar in the Dallas area.

South Asian food has many highly flavorful vegetarian and vegan options, which makes it attractive to those seeking a taste boost to dishes. Chai is a staple at many tea and coffee specialty stores, and some are saying that naan sandwiches could be the next burrito. Having the right recipe can really open doors. Bombay Frankie, now located within Westfield Culver City, has its origins at a gas station, but the demand became so high that they opened up a brick-and-mortar restaurant. Their affectionately called “Indian Burrito” comes both rolled up or deconstructed. With deconstructed, one can decide the perfect bite ratio of fluffy naan, seasoned chicken, cool raita, crunchy cucumbers, and tomatoes bursting with flavor.

A quick Google search shows a burst of restaurants that incorporate naan into their name, such as Naan-tastic, Naansense, and Naan & Kabob. Naan n Curry is an example of a naan chain that has seen positive year-over-year growth.


Sourcing food at home has become a lot more attractive for consumers against the backdrop of economic concerns in 2024. In Kroger’s earnings call, CEO Rodney McMullen called out that out of home food costs are outpacing in home food costs, leading shoppers to focus more on in-home meal solutions. Cooking can be seen as a cost saving lever for visitors, but the pandemic period also fostered a love of cooking and spending time in the kitchen, even for higher income households not necessarily looking to save money. And it appears through Placer’s location insights that retailers that focus on outfitting the kitchen have been benefiting from this change in consumer behavior.
Despite the home industry having its challenges in foot traffic after the pandemic, housewares retailers have had some positive momentum over the past few months. Beyond that, houseware retailers that specialize in kitchen wares, such as Crate & Barrel and Sur La Table, have seen traffic growth throughout 2024. Williams-Sonoma, despite challenging year-over-year declines in traffic, reported comparable sales growth in the first quarter of 2024, which signals a higher level of conversion in-store.

Sur La Table, a retailer that’s been challenged in the past, has found new life in changing consumer needs. One of Sur La Table’s core competencies is in-store cooking classes, and experiential retail continues to be one way the industry can provide inherent value to visitors. Dwell times are almost 10 minutes longer than Williams-Sonoma, its closest competitor (below). It also has the highest median household income of visitors and has the highest share of visits from households over $150k. Certainly at-home cooking has increased across income brackets, but high-end consumers also appear to be interested in adjacent home categories to take their skills to the next level. Blending product knowledge, experiences and assortment has greatly benefitted Sur La Table, and even against a challenging specialty retail landscape, the retailer has once again found its niche.

These retailers are often at the top of wedding registry lists, which could benefit traffic as we head into the summer months and the height of wedding season. Crate & Barrel, while not solely a kitchen focused retailer, has long been known as a registry destination that helps registrants outfit a kitchen with all of the cookware and gadgets one could need. Year to date through June, Crate & Barrel traffic is up 3% year-over-year, which is even more impressive considering that its assortment features an array of home furnishings categories, including furniture. Looking at demographic segments using Spatial.ai, Crate & Barrel over indexes in visits from Educated Urbanites and Young Professionals and Sunset Boomers compared the the average of other housewares chains, a signal that the wedding registry business, typically fueled by kitchen goods, could be attracting these particular subsets. Crate & Barrel also has a high level of loyalty in visits compared to other competitors in the space.

As we reported about Wayfair a few weeks ago, home retailers that have created exciting experiences and reasons to visit are still resonating with consumers, despite the tempered interest in the home category. An increased interest in cooking by consumers certainly plays a part in these retailers' success, but they have also had to provide even more incentive to drive traffic growth as consumers shift their attention away from purchasing for their homes. Having an experiential component or registry business have kept kitchen focused retailers more aligned with their consumer’s needs, which drive inherent value in today’s retail landscape, something not easy to come by.
The restaurant space has experienced its fair share of challenges in recent years – from pandemic-related closures to rising labor and ingredient costs. Despite these hurdles, the category is holding its own, with total 2024 spending projected to reach $1.1 trillion by the end of the year.
And an analysis of year-over-year (YoY) visitation trends to restaurants nationwide shows that consumers are frequenting dining establishments in growing numbers – despite food-away-from-home prices that remain stubbornly high.
Overall, monthly visits to restaurants were up nearly every month this year compared to the equivalent periods of 2023. Only in January, when inclement weather kept many consumers at home, did restaurants see a significant YoY drop. Throughout the rest of the analyzed period, YoY visits either held steady or grew – showing that Americans are finding room in their budgets to treat themselves to tasty, hassle-free meals.
Still, costs remain elevated and dining preferences have shifted, with consumers prioritizing value and convenience – and restaurants across segments are looking for ways to meet these changing needs. This white paper dives into the data to explore the trends impacting quick-service restaurants (QSR), full-service restaurants (FSR), and fast-casual dining venues – and strategies all three categories are using to stay ahead of the pack.
Overall, the dining sector has performed well in 2024, but a closer look at specific segments within the industry shows that fast-casual restaurants are outperforming both QSR and FSR chains.
Between January and August 2024, visits to fast-casual establishments were up 3.3% YoY, while QSR visits grew by just 0.7%, and FSR visits fell by 0.3% YoY. As eating out becomes more expensive, consumers are gravitating toward dining options that offer better perceived value without compromising on quality. Fast-casual chains, which balance affordability with higher-quality ingredients and experiences, have increasingly become the go-to choice for value-conscious diners.
Fast-casual restaurants also tend to attract a higher-income demographic. Between January and August 2024, fast-casual restaurants drew visitors from Census Block Groups (CBGs) with a weighted median household income of $78.2K – higher than the nationwide median of $76.1K. (The CBGs feeding visits to these restaurants, weighted to reflect the share of visits from each CBG, are collectively referred to as their captured market).
Perhaps unsurprisingly, quick-service restaurants drew visitors from much less affluent areas. But interestingly, despite their pricier offerings, full-service restaurants also drew visitors from CBGs with a median HHI below the nationwide baseline. While fast-casual restaurants likely attract office-goers and other routine diners that can afford to eat out on a more regular basis, FSR chains may serve as special occasion destinations for those with more moderate means.
Though QSR, FSR, and fast-casual spots all seek to provide strong value propositions, dining chains across segments have been forced to raise prices over the past year to offset rising food and labor costs. This next section takes a look at several chains that have succeeded in raising prices without sacrificing visit growth – to explore some of the strategies that have enabled them to thrive.
The fast-casual restaurant space attracts diners that are on the wealthier side – but some establishments cater to even higher earners. One chain of note is NYC-based burger chain Shake Shack, which features a captured market median HHI of $94.3K. In comparison, the typical fast-casual diner comes from areas with a median HHI of $78.2K.
Shake Shack emphasizes high-quality ingredients and prices its offerings accordingly. The chain, which has been expanding its footprint, strategically places its locations in affluent, upscale, and high-traffic neighborhoods – driving foot traffic that consistently surpasses other fast-casual chains. And this elevated foot traffic has continued to impress, even as Shake Shack has raised its prices by 2.5% over the past year.
Steakhouse chain Texas Roadhouse has enjoyed a positive few years, weathering the pandemic with aplomb before moving into an expansion phase. And this year, the chain ranked in the top five for service, food quality, and overall experience by the 2024 Datassential Top 500 Restaurant Chain.
Like Shake Shack, Texas Roadhouse has raised its prices over the past year – three times – while maintaining impressive visit metrics. Between January and August 2024, foot traffic to the steakhouse grew by 9.7% YoY, outpacing visits to the overall FSR segment by wide margins.
This foot traffic growth is fueled not only by expansion but also by the chain's ability to draw traffic during quieter dayparts like weekday afternoons, while at the same time capitalizing on high-traffic times like weekends. Some 27.7% of weekday visits to Texas Roadhouse take place between 3:00 PM and 6:00 PM – compared to just 18.9% for the broader FSR segment – thanks to the chain’s happy hour offerings early dining specials. And 43.3% of visits to the popular steakhouse take place on Saturdays and Sundays, when many diners are increasingly choosing to splurge on restaurant meals, compared to 38.4% for the wider category.
Though rising costs have been on everybody’s minds, summer 2024 may be best remembered as the summer of value – with many quick-service restaurants seeking to counter higher prices by embracing Limited-Time Offers (LTOs). These LTOs offered diners the opportunity to save at the register and get more bang for their buck – while boosting visits at QSR chains across the country.
Limited time offers such as discounted meals and combo offers can encourage frequent visits, and Hardee’s $5.99 "Original Bag" combo, launched in August 2024, did just that. The combo allowed diners to mix and match popular items like the Double Cheeseburger and Hand-Breaded Chicken Tender Wraps, offering both variety and affordability. And visits to the chain during the month of August 2024 were 4.9% higher than Hardee’s year-to-date (YTD) monthly visit average.
August’s LTO also drove up Hardee’s already-impressive loyalty rates. Between May and July 2024, 40.1% to 43.4% of visits came from customers who visited Hardee’s at least three times during the month, likely encouraged by Hardee’s top-ranking loyalty program. But in August, Hardee’s share of loyal visits jumped to 51.5%, highlighting just how receptive many diners are to eating out – as long as they feel they are getting their money’s worth.
McDonald’s launched its own limited-time offer in late June 2024, aimed at providing value to budget-conscious consumers. And the LTO – McDonald’s foray into this summer’s QSR value wars – was such a resounding success that the fast-food leader decided to extend the deal into December.
McDonald’s LTO drove foot traffic to restaurants nationwide. But a closer look at the chain’s regional captured markets shows that the offer resonated particularly well with “Young Urban Singles” – a segment group defined by Spatial.ai's PersonaLive dataset as young singles beginning their careers in trade jobs. McDonald's locations in states where the captured market shares of this demographic surpassed statewide averages by wider margins saw bigger visit boosts in July 2024 – and the correlation was a strong one.
For example, the share of “Young Urban Singles” in McDonald’s Massachusetts captured market was 56.0% higher than the Massachusetts statewide baseline – and the chain saw a 10.6% visit boost in July 2024, compared to the chain's statewide H1 2024 monthly average. But in Florida, where McDonald’s captured markets were over-indexed for “Young Urban Singles” by just 13% compared to the statewide average, foot traffic jumped in July 2024 by a relatively modest 7.3%.
These young, price-conscious consumers, who are receptive to spending their discretionary income on dining out, are not the sole driver of McDonald’s LTO foot traffic success. Still, the promotion’s outsize performance in areas where McDonald’s attracts higher-than-average shares of Young Urban Singles shows that the offering was well-tailored to meet the particular needs and preferences of this key demographic.
While QSR, fast-casual, and FSR chains have largely boosted foot traffic through deals and specials, reputation is another powerful way to attract diners. Restaurants that earn a coveted Michelin Star often see a surge in visits, as was the case for Causa – a Peruvian dining destination in Washington, D.C. The restaurant received its first Michelin Star in November 2023, a major milestone for Chef Carlos Delgado.
The Michelin Star elevated the restaurant's profile, drawing in affluent diners who prioritize exclusivity and are less sensitive to price increases. Since the award, Causa saw its share of the "Power Elite" segment group in its captured market increase from 24.7% to 26.6%. Diners were also more willing to travel for the opportunity to partake in the Causa experience: In the six months following the award, some 40.3% of visitors to the restaurant came from more than ten miles away, compared to just 30.3% in the six months prior.
These data points highlight the power of a Michelin Star to increase a restaurant’s draw and attract more affluent audiences – allowing it to raise prices without losing its core clientele. Wealthier diners often seek unique culinary experiences, where price is less of a concern, making these establishments more resilient to inflation than more venues that serve more price-sensitive customers.
Dining preferences continue to evolve as restaurants adapt to a rapidly changing culinary landscape. From the rise in fast-casual dining to the benefits of limited-time offers, the analyzed restaurant categories are determining how to best reach their target audiences. By staying up-to-date with what people are eating, these restaurant categories can hope to continue bringing customers through the door.

The COVID-19 pandemic – and the subsequent shift to remote work – has fundamentally redefined where and how people live and work, creating new opportunities for smaller cities to thrive.
But where are relocators going in 2024 – and what are they looking for? This post dives into the data for several CBSAs with populations ranging from 500K to 2.5 million that have seen positive net domestic migration over the past several years – where population inflow outpaces outflow. Who is moving to these hubs, and what is drawing them?
The past few years have seen a shift in where people are moving. While major metropolitan areas like New York still attract newcomers, smaller cities, which offer a balance of affordability, livability, and career opportunities, are becoming attractive alternatives for those looking to relocate.
Between July 2020 and July 2024, for example, the Austin-Round Rock-Georgetown, TX CBSA, saw net domestic migration of 3.6% – not surprising, given the city of Austin’s ranking among U.S. News and World Report’s top places to live in 2024-5. Raleigh-Cary, NC, which also made the list, experienced net population inflow of 2.6%. And other metro areas, including Fayetteville-Springdale-Rogers, AR (3.3%), Des Moines-West Des Moines, IA (1.4%), Oklahoma City, OK (1.1%), and Madison, WI (0.6%) have seen more domestic relocators moving in than out over the past four years.
All of these CBSAs have also continued to see positive net migration over the past 12 months – highlighting their continued appeal into 2024.
What is driving domestic migration to these hubs? While these metropolitan areas span various regions of the country, they share a common characteristic: They all attract residents coming, on average, from CBSAs with younger and less affluent populations.
Between July 2020 and July 2024, for example, relocators to high-income Raleigh, NC – where the median household income (HHI) stands at $84K – tended to hail from CBSAs with a significantly lower weighted median HHI ($66.9K). Similarly, those moving to Austin, TX – where the median HHI is $85.4K – tended to come from regions with a median HHI of $69.9K. This pattern suggests that these cities offer newcomers an aspirational leap in both career and financial prospects.
Moreover, most of these CBSAs are drawing residents with a younger weighted median age than that of their existing residents, reinforcing their appeal as destinations for those still establishing and growing their careers. Des Moines and Oklahoma City, in particular, saw the largest gaps between the median age of newcomers and that of the existing population.
Career opportunities and affordable housing are major drivers of migration, and data from Niche’s Neighborhood Grades suggests that these CBSAs attract newcomers due to their strong performance in both areas. All of the analyzed CBSAs had better "Jobs" and "Housing" grades compared to the regions from which people migrated. For example, Austin, Texas received the highest "Jobs" rating with an A-, while most new arrivals came from areas where the "Jobs" grade was a B.
While the other analyzed CBSAs showed smaller improvements in job ratings, the combination of improvements in both “Jobs” and “Housing” make them appealing destinations for those seeking better economic opportunities and affordability.
Young professionals may be more open than ever to living in smaller metro areas, offering opportunities for cities like Austin and Raleigh to thrive. And the demographic analysis of newcomers to these CBSAs underscores their appeal to individuals seeking job opportunities and upward mobility.
Will these CBSAs continue to attract newcomers and cement their status as vibrant, opportunity-rich hubs for young professionals? And how will this new mix of population impact these growing markets?
Visit Placer.ai to keep up with the latest data-driven civic news.

Convenience stores, or c-stores, have been one of the more exciting retail categories to watch over the past few years. The segment has undergone significant shifts, embracing more diverse offerings like fresh food and expanded dining options, while also exploring new markets and adapting to changing consumer needs. We looked at the recent foot traffic data to see what this category's successes reveal about the current state of brick-and-mortar retail.
Convenience stores are increasingly viewed not only as places to fuel up, but as affordable destinations for quick meals, snacks, and other necessities. And analyzing monthly visits to the category shows that it is continuing to benefit from its positioning as a stop for food, fuel, and in some cases, tourism.
Despite lapping a strong H1 2023, visits to the category either exceeded last year’s levels or held steady during all but one of the first eight months of 2024 – highlighting the segment’s ongoing strength. Only in January 2024 did C-stores see a slight YoY dip, likely reflecting a weather-induced exaggeration of the segment’s normal seasonality.
Indeed, examining monthly fluctuations in visits to c-stores (compared to a January 2021 baseline) shows that foot traffic to the category tends to peak in summer months – perhaps driven by summer road trips and vacations – and slow down significantly in winter. Given summer’s importance for convenience stores, the category’s August YoY visit bump is a particularly promising indication of c-stores’ robust positioning this year.
While some C-store chains, like 7-Eleven, have a nationwide presence, others are concentrated in specific areas of the country. But as the popularity of C-stores continues to grow, regional chains like Wawa, Buc-ee’s, and Sheetz are expanding into new territories, broadening their reach.
Wawa, a beloved brand with roots in Pennsylvania, has become synonymous with its fresh sandwiches, coffee, and a highly loyal customer base. Wawa has been a major player in the c-store space in recent years, with a revamped menu driving ever-stronger foot traffic to its Mid-Atlantic region stores. Between January and August 2024, YoY visits to the chain were mostly elevated. And the chain is now venturing into states like Florida – where its store count has grown significantly over the past few years – as well as Georgia and Alabama.
Meanwhile, Texas favorite Buc-ee’s, though known for its enormous stores and mind boggling array of dining options, has a relatively small footprint – but that might be changing. The chain, which also outpaced its already-strong 2023 performance this year, is opening locations in Arkansas and North Carolina, further building on its reputation as a destination for travelers. And Sheetz, another regional chain with a strong presence in Pennsylvania, is also expanding, with plans to open locations in Southern states like North Carolina and Tennessee.
This trend toward regional expansion offers significant opportunities for growth, not only by increasing store count, but also by reaching new consumer bases and target audiences. Customer behavior differs between markets – and by expanding into new areas, c-stores can tap into unique local visitation patterns.
One metric that highlights local differences in consumer behavior is dwell time, or the amount of time a customer spends inside a convenience store per visit. In some regions, visitors tend to move in and out quickly, while in others, customers linger for longer periods of time.
Analyzing convenience store dwell times by state highlights substantial differences in visitor behavior. During the first eight months of 2024, coastal states (with the exception of Oregon) tended to see shorter average dwell times (between 7.5 and 11.8 minutes). On the other hand, in states like Wyoming, Montana, and North Dakota, average dwell times ranged between 21.2 and 28.2 minutes.
Interestingly, the states with the longest dwell times also have some of the highest percentages of truck traffic on interstate highways – suggesting that these longer stops are perhaps made by long-haul truckers looking for a place to shower, relax, and grab a bite to eat.
Even as regional favorites expand their reach, nationwide classic 7-Eleven is taking steps to further cement its growing role as a prime grab-and-go food and beverage destination. And like other dining destinations, the chain relies on limited-time offers (LTOs) to fuel excitement – and visits.
One of the most iconic, and beloved c-store LTOs is 7-Eleven’s Slurpee Day, which falls each year on July 11th. The event, during which all 7-Eleven locations hand out free slurpees, tends to drive significant upticks in foot traffic – and this year was no exception. Visits to the convenience store jumped by a whopping 127.3% on July 11th, 2024 relative to the YTD daily visit average – proving that good deals will bring customers in the door.
The convenience store sector continues building on the impressive growth seen in 2023. As many chains double down on expanding both their regional presence and their offerings, will they continue to drive growth in the coming years?
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