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The inaugural Shoptalk Fall event brought a new energy to Chicago this week. The smaller format event allowed us to dive deeper into the trends across the retail industry and hear from key retail players about their initiatives and innovations across the industry.
One thing that is clear, retailers are bullish about physical retail. Many retailers shared plans for store openings in 2025, and there is a real focus on creating the right types of store formats and finding locations that are in line with a brand’s consumers. We may truly be at a point of inflection from a channel perspective, and physical retail is likely to become a more important part of the equation.
There’s a real energy shift in the industry in regard to the importance of stores, and it’s refreshing to see. As the industry settles from the migration shifts of consumers during and after the pandemic, the opportunity for new stores to directly cater to these new groups of shoppers is immense.

And it’s not just about the rise of physical retail, but the stories that retailers are able to tell through their offline channels. Retailers are actively focused on ways to eliminate friction for shoppers, arm store employees with more insights and tools and create experiences that forge lasting bonds with shoppers. We heard from Wayfair, Build-A-Bear Workshop, Michaels and Studs, who all referenced that differentiating experiences are driving loyalty and fostering long-term connections with consumers. Stores are an essential part of building and retaining brand equity with consumers.
The other key theme centers around none other than the consumer. The retail industry feels more customer centric than ever before, especially as we get further away from the pandemic. Retailers and brands recognize that today, the shopper is in the driver’s seat, and many initiatives and innovations center around providing the consumer with more power and knowledge. This is why we are hearing more about "micro-merchandising". Retailers need and can enhance their relevancy by understanding the unique demographics/psychographic differences and preferences of their individual locations.
Executives at McDonald’s provided more insight into the success of June 2023's immensely popular birthday celebration for Grimace, including the Grimace Shake; they built the concept around the idea that many consumers celebrate a birthday at McDonald’s restaurants, but from there they let consumers drive the conversation around the promotion on social media.

We heard from many that word of mouth marketing is truly the key to success in retail today, and empowering consumers to share their thoughts and affinities with others in person or through social media platforms is driving engagement and adoption. Through the lens of foot traffic, we may see more consumers head to stores after hearing about them from others in their network. Marketing departments no longer consist of teams within an organization, but incorporate consumers as well.
Overall, we felt a lot of positivity from the industry about where we’re headed in the near term. As we see the slow rebound of the discretionary side of retail, new stores and innovations in the coming year and a consumer that still remains resilient despite many economic headwinds, the best might be ahead for the industry.

Americans have a love affair with stuff, and one of the hallmarks of this is the enduring strength of self-storage units. Public Storage takes the lead in overall visits, with Extra Space Storage not far behind. Looking at the Public Storage visits data, we see a clear spike in visits near the end of the month. This is due be due to housing transitions that also tend to occur with this pattern, as people prepare to move out at month’s end or conversely to pick up items for move-in at the beginning of a month.

Compared to last year, visits are generally up across most of these chains (which is partly the result of the industry consolidation trend we examined last year). The highest variance is seen with Prime Storage, a company largely based on the East Coast, but with a presence in the Midwest as well. StorageMart bought Manhattan Mini Storage in 2021 and has over 250 locations now.


In just a few months, we will be coming on the 5-year anniversary of COVID-19. During that time, we hunkered down, bought tons of athleisure, and stared at our forlorn office clothing sitting unworn in our closets. Fast forward a few years to present day and much like bootcut jeans are back in style, the pendulum is starting to veer back towards a more tailored style. This time around, the suits may not be as constricting, but there is certainly more structure to fall’s fashion than the cozy comfy sweatpants and leggings that the whole world came to embrace upon working from home. Among locations that are not multi-story or in enclosed malls, we see that Ann Taylor increased traffic to its locations in March, June, and August compared to last year, and that Polo Ralph Lauren has also seen increases in the past few months. This particular grouping of brands all has at least 30 or more locations each tracked by Placer and tend to be ubiquitous at many malls or as standalone boutiques. A recent visit to Banana Republic indicated a merchandising assortment that appeared to be more than 50% office wear in the women’s section, with blazers and tailored pants, silky shirts, and dresses ready to be accessorized with heels and some statement jewelry.

However, we are seeing even larger increases in year-over-year traffic at some of the more specialized/high-end brands, particularly in women’s contemporary that offer sharp-looking items that look just as polished at the boardroom or the PTA meeting, like the blazers at Veronica Beard or the “Effortless Pant” from Aritzia that is a smash hit on social media. The majority of this next grouping of brands got their start at department stores or specialty retailers, but with increased success, many are launching their own brick-and-mortar boutiques. Clearly, having a holy grail item that is on the fashion editors’ favorites list gives a boost to store traffic. One of the trends we are seeing is the continuation of the love for comfort everyone adopted during Covid mixed with a slightly more structured but still understated minimalist but luxe aesthetic, like COS. Theory, a wardrobe staple with its neutral color palette and streamlined silhouettes, has been generating positive year-over-year traffic during the back-to-school and fall season. Vince, also featuring rather understated and neutral basics, also saw its traffic lift for the fall season. Eileen Fisher is another interesting brand. Once regarded as clothing adapted to your mom’s generation, Gen Z is also starting to embrace it for its softness and sustainability, and it is one of the more popular brands to buy secondhand. In April of this year, Guess and WHP Global completed the acquisition of rag & bone, which has long been hailed for their on-trend jeans and boots. Time will tell what direction they will take the brand, or if they will stick with its tried-and-true New York roots.

Another brand to keep an eye on that we’re already familiar with from prestige department stores like Nordstrom, Bloomingdale’s, and Saks Fifth Avenue is L’Agence. This brand goes seamlessly from day to night with classics like tweed blazers, satiny tank tops, and perfectly-fitting jeans. They’ve now expanded to more stand-alone stores, including Southern California shopping meccas like Malibu and Beverly Hills. While the Malibu one just opened in late fall 2023, its traffic has been growing steadily upwards, even overtaking that of the Beverly Hills outpost of late.

One interesting thing to note is that the Malibu location attracts a higher proportion of its audience during the morning hours, whereas the Beverly Hills location gets the evening crowd. This information would be useful for staffing purposes or for knowing when to hold events.


In a dining segment that has faced more than its fair share of headwinds, The Cheesecake Factory and BJ's Restaurant & Brewhouse have emerged as bright spots. We took a closer look at how the two chains have performed over the past year, and dove into some of the factors driving their success.
The full-service dining segment has seen turbulence since the pandemic, with many consumers embracing lower-cost meal options and redirecting their discretionary dollars. But the Cheesecake Factory – marked as a chain to watch this year – is one FSR that’s been particularly adept at weathering the storm. During the third quarter of 2024, visits to the chain were up 2.0% YoY, even as the wider FSR segment experienced a minor visit decline. And by continuing to offer a consistent, high-quality dining experience – while investing in staff retention to keep customer satisfaction higher than ever – the brand appears poised to continue growing its customer base.
BJ’s Restaurant & Brewhouse is another FSR chain that has been outperforming the wider segment. Like its cheesecake counterpart, BJ’s offers an especially varied menu – including its famous Pizookie dessert and a massive selection of craft beers. And after seeing a minor 1.7% YoY visit decline in Q2 2024, the chain finished out Q3 with an impressive 4.2% YoY uptick.
What’s driving the resilience of these two chains while others in the category struggle? We explored two factors driving this foot traffic success.

One factor that may be helping The Cheesecake Factory and BJ’s Restaurant drive traffic is their ability to harness the power of annual dining milestones. Special calendar days can be powerful drivers of foot traffic at restaurants, offering chains a prime opportunity to grow visits – and sales.
But the two chains experience these milestones somewhat differently. For BJ’s Restaurant, the weeks of Mother’s Day (week of May 6th) and Father’s Day (week of June 10th) drew the most traffic during the last twelve months, with visits during these holidays rising 18.2% and 14.1%, respectively, compared to an October ‘23 - September ‘24 weekly visit average.
But for The Cheesecake Factory, it was the period right after Christmas that drew the biggest crowds. During the week of December 25th, 2023, visits were up 24.5% compared to the chain’s weekly average – likely driven in part by customers eager to redeem holiday gift cards. (Last year, the chain offered a special holiday gift card promotion, which went into effect in late November). Other calendar days, like Mother’s Day, Valentine’s Day, and National Cheesecake Day (week of July 29th), also provided the restaurant with substantial visit boosts.

Another factor that may be contributing to both brands’ better-than-average performance is their appeal among higher-income consumers. Using the Experian: Mosaic dataset to analyze The Cheesecake Factory and BJ’s trade areas reveals that both chains see higher shares of wealthy families in their captured markets than in their potential markets. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base.)
Between January and September 2024, the shares of “Flourishing Families” in the Cheesecake Factory and BJ’s captured markets stood at 9.5% and 10.9%, respectively – outpacing their potential market shares. Similarly, the “Booming with Confidence” segment – wealthy, established couples living in suburban areas – was overrepresented in both restaurants’ captured markets.
These metrics highlight the two chains' success in attracting high-income family segments – groups who may be more resilient to the impacts of rising prices. For this consumer group, these restaurants strike a balance between quality and cost-effectiveness, making them a compelling choice for dining out in an uncertain economic landscape.

The Cheesecake Factory and BJ’s have found ways to thrive in a challenging dining environment, keeping foot traffic up and tapping into a receptive customer base.
With the holiday season around the corner, can these two chains maintain their foot traffic growth? Will The Cheesecake Factory see another major holiday season visit spike?
Visit Placer.ai to keep up to date with the latest data-driven dining news.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

2024 has been a tough year for quick-service restaurants (QSRs), with rising costs, inflation, and changing consumer preferences putting pressure on the industry. And as if these challenges weren’t enough, incursions into the convenient meal space by c-stores, fast-casual restaurants, and even grocery chains have forced QSRs to contend with increased competition.
But visit data shows that despite these headwinds, fast food leaders like McDonald’s and Wendy’s are holding their ground. During the first three quarters of 2024, both McDonald’s and Wendy’s experienced visit levels generally on par with those seen last year, with minimal year-over-year (YoY) variation. Despite a minor dip for McDonald's in Q2, when visits dropped by 2.2% compared to 2023, the overall difference in visit levels for both chains was less than 1% across the remaining quarters.
This stability highlights the ability of both brands to retain a steady flow of traffic despite competitive pressures and economic challenges.

One strategy QSRs have successfully deployed to entice hungry customers has been the introduction of discounted limited-time offers (LTOs). And following summer LTOs that garnered plenty of excitement, McDonald’s and Wendy’s are back in the limited-time game. On October 8th, 2024, Wendy's launched its Krabby Patty Kollab, celebrating the 25th anniversary of SpongeBob SquarePants with two limited-time items. Meanwhile, McDonald’s introduced the Chicken Big Mac on October 10th, expanding its menu with an item that had already gained global recognition.
While both launches positively impacted visitation, Wendy's limited-time menu had a more pronounced effect. Wendy’s saw a dramatic surge in visits in the wake of the Kollab, with an increase of 26.4% on the Tuesday of the Krabby Patty launch, compared to a year-to-date (YTD) Tuesday average. The following Wednesday and Thursday also saw increases of 20.7% and 23.9%, respectively, compared to the YTD daily average for those days of the week.
And though the response to McDonald’s menu addition was somewhat more restrained, the limited-time chicken offering also generated a visit increase: On the Thursday of the launch, McDonald’s saw visits jump by 7.9% compared to the chain’s YTD Thursday visit average – showing the power of limited-time items to generate excitement and urgency among consumers.

In addition to new menu items, McDonald’s has placed a strong emphasis on its breakfast offerings – a strategic focus that has grown more pronounced throughout 2024. By expanding its breakfast menu, offering healthier alternatives, and promoting limited-time deals, McDonald’s has successfully driven morning traffic. The introduction of CosMc's, a new McCafé spinoff, further boosts the company’s breakfast and coffee offerings, appealing to a broader audience seeking affordable beverages and quick meals.
And McDonald’s breakfast strategy appears to be paying off. In 2024, 24.8% of McDonald’s daily visits occurred between 5:00 AM and 11:00 AM – compared to just 8.5% for Wendy’s. Wendy’s, for its part, had a stronger foothold in the lunchtime segment, with the 11:00 AM - 2:00 PM time slot accounting for 27.5% of visits, compared to 21.2% for McDonald’s.

Both McDonald’s and Wendy’s have displayed resilience in maintaining steady customer visits, with menu innovations and breakfast strategies playing a significant role in shaping their traffic patterns in 2024.
How will the two quick-service giants sign off this year?
Follow our blog at Placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Sprouts Farmers Market, the Phoenix, Arizona-based natural foods chain with some 419 locations across 23 states – up from 391 in July 2023 – is firmly in expansion mode. The chain reported a strong Q2 2024, including a 6.7% increase in comparable store sales.
But how did Sprouts perform in Q3? We dove into the data to find out.
Given its rapidly-growing footprint, Sprouts’ strong year-over-year (YoY) foot traffic growth – 8.1% in Q3 2024, far above the industry average of 1.6% – may seem unremarkable. After all, a bigger fleet means more locations to contribute to the chain’s overall visit count. But for Sprouts, expansion is just part of the story. Throughout Q3 and most of Q2, the average number of visits to each of Sprouts Farmers Market’s locations also increased YoY, showing that the chain’s growing store count is meeting robust demand. And though the wider grocery space also saw a YoY uptick in visits per location, the increase was significantly lower (1.0% in Q3 for the segment as a whole, compared to 2.6% for Sprouts).

What can Sprouts expect this holiday season? In the past, location analytics have shown that while Turkey Wednesday – the day before Thanksgiving – is a major milestone for traditional grocery stores, specialty grocers like Trader Joe’s see smaller visit peaks on the big day.
But though Sprouts Farmers Market is certainly positioned as a specialty grocer, it is somewhat more akin to a traditional supermarket than key competitors like Trader Joe’s. For one thing, Sprouts boasts a wider array of merchandise than Trader Joe’s – including a huge selection of fresh, organic fruits and vegetables. And while Sprouts has been leaning heavily into its growing portfolio of private-label products, they still account for a minority of the chain’s revenue (In Q2 2024, just about 20% of Sprouts’ revenue came from private-label items – while at Trader Joe’s, some 80% of products sold are own-label.)
Perhaps as a result of these differences, consumers interact with Sprouts in some ways as they would with a traditional supermarket – including during the holidays. On November 22nd, 2023, for example (last year’s Turkey Wednesday), visits to Sprouts were up 61.3% compared to the chain’s daily average for the 12-month period ending September 30th, 2024 – making it Sprouts’ busiest day of the year by far. Though this jump was smaller than the 79.2% visit spike seen by the wider grocery store category, it was significantly larger than the 41.8% boost experienced by Trader Joe’s – which draws more traffic on the day before Mother’s Day. (December 23rd was the second-busiest day of the year for all three.)

Additionally, like traditional grocery stores, Sprouts Farmers Market attracts more parental households, and fewer singles, than Trader Joe’s – another reason, perhaps, why it’s so busy on Turkey Wednesday.
Over the past twelve months, the share of families with children in Sprouts’ captured market stood at 27.8% – higher than Trader Joe’s 25.4% and in line with the industry-wide average of 27.4%. On the flip side, the share of one-person households in Sprouts’ captured market was 26.2%, lower than Trader Joe’s 29.5%, and once again more closely aligned with the somewhat-higher 27.7% observed for the grocery category as a whole. As a family-friendly chain that caters to parents on the hunt for healthy food items, Sprouts will likely be a key destination this year for households seeking to load up on ingredients for the holidays.
*Captured market analysis weights each census block group (CBG) feeding visits to the chain according to its share in the chain’s overall foot traffic – thus reflecting the profile of the chain’s actual visitor base.

Sprouts Farmers Market is a specialty grocer– but one that is often treated like a traditional supermarket. With stellar YoY visit and visit-per-location performance under its belt, Sprouts appears poised to be a stand-out beneficiary of both Turkey Wednesday and the day before Christmas Eve (December 23rd) this year. What else lies in store for Sprouts this year?
Follow Placer.ai’s data driven retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.
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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