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Florida Spring Break Break-Up? Travelers Still Love Florida!
Thousands of young people descend on beaches during spring break to soak up the sun, kick back, and enjoy themselves. How do these revelers impact local businesses in key Florida destinations like Miami and Panama City Beach? We take a closer look.
Lila Margalit
Apr 8, 2024
4 minutes

Every year in March and early April, thousands of young people descend on Florida beaches to soak up some sun, kick back with friends, and have a good time. But while the influx of revelers can be a boon to local businesses, some municipalities are pushing back against the mayhem. This year, Miami Beach famously announced its intention to “break up” with spring break (“It’s not us, it’s you”) – instituting a series of restrictive measures, from curfews to elevated parking fees, designed to temper the crowds.  

But what’s happening on the ground? How did this year’s spring break impact local businesses in key Florida destinations like Miami, Key West, Panama City Beach, and Daytona Beach? Which retail segments continued to benefit from the excitement – and who were the visitors driving foot traffic to their venues? 

Key Takeaways 

  • Despite Miami Beach’s intention to break up with spring break, fast-food restaurants, breakfast venues, and coffee shops all experienced significant March visit spikes in Florida spring break destination towns. 
  • Panama City saw the biggest March dining visit surges – but eateries in Miami, Key West, and Daytona Beach also experienced significant foot traffic increases.
  • In March, local Panama City resorts as well as crowd favorites like Starbucks, Dunkin’, Whataburger, and Chick-fil-A saw a larger-than-usual share of college students.  

QSR and Coffee Chains Reap Spring Break Rewards

Florida is home to the most-searched spring break destinations in the United States. And perhaps thanks to the influx of vacationers, location intelligence shows that Quick-Service Restaurants (QSR) and Breakfast, Coffee, Bakeries, & Dessert Shops in Florida spring break hotspots enjoy significant annual visit boosts during March and early April.

The extent of the seasonal boost varies between CBSAs – and though this year’s traffic spikes were slightly lower than last year’s bumps, the two dining segments continued to benefit strongly from spring break-fueled visit bumps in 2024.

Visits to QSR & Fast-Food venues and Breakfast, Coffee, Bakeries, & Dessert Shops in Panama City – known as the spring break capital of the world – were up 57.6% and 56.9%, respectively, during the week of March 11th 2024, compared to an early January 2023 baseline. This represents a minor decline from the comparable period last year (the week of March 13th, 2023), when visits were up a respective 59.2% and 68.6%. 

QSR and coffee and breakfast chains in the Miami-Fort Lauderdale-Pompano Beach, Key West, and Deltona-Daytona Beach-Ormond Beach CBSAs also experienced significant visit spikes during the week of March 11th, 2024. Though the March foot traffic increases in these CBSAs were smaller than those seen in Panama City, they were nearly on par with the visit bumps seen in the comparable period of 2023.

line graphs: spring break in florida hotspots drives visits to QSR and Coffee-breakfast segments

College Students Drive Visits to Panama City Dining Chains

Who are the visitors driving this spring break dining activity? Drilling down into the data for leading Panama City QSR and coffee chains shows that college student influxes are likely a major contributing factor.

In July 2023 – during Panama City’s peak summer season – the captured markets of local Whataburger, Dunkin’, Starbucks, and Chick-fil-A locations were nearly devoid of STI: Landscape’s “Collegian” segment – a category encompassing currently-enrolled college students. But in March 2024, the share of this segment in the brands’ captured markets skyrocketed. 

bar graph: panama city's march dining visit bump is driven in part by college students

Panama City Resorts Go Collegian

Analyzing the audiences of local Panama City resorts reveals a similar pattern. During the month of July, the captured markets of SpringHill Suites and Holiday Inn Resort – two venues popular among spring breakers – included miniscule shares of Collegians. But in March, the share of college students in the resorts’ captured markets jumped to 13.8% and 10.0%, respectively – highlighting the role of undergrads in driving hotel visits during this period. 

bar graph: hotels and resorts in panama city, FL also fill up with college students during spring break. *Psychographics based on data from STI's Landscape. The Collegian segment encompasses neighborhoods home to currently-enrolled college students, on- or off-campus. Captured Market analysis based on Placer.ai's proprietary data.

Spring Break Fever

Spring break is party time – and Florida has traditionally been at the center of it all. 

How will 2024 spring break continue to unfold this year in the Sunshine State? And what other retail categories stand to benefit from the excitement? 

Follow Placer.ai’s data-driven civic and retail analyses 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. 

Article
Market Spotlight: Downtown DC Breathes a Sigh of Relief as Washington Wizards and Capitals Stay Put
Caroline Wu
Apr 5, 2024

DC residents and businesses have been on tenterhooks ever since plans were announced in December 2023 to move the Caps and Wizards to Potomac Yard in Alexandria, VA.  Original plans called for a new Wizards practice facility, a separate performing arts center, a media studio, new hotels, a convention center, housing and shopping.  Meanwhile, DC mayor Muriel Bowser worked furiously to keep the teams, eventually putting together a $500 million+ deal that was officially approved in the last week,  so that the teams would stay in the District until “at least 2050.”  That is good news for those businesses by Gallery Place/Chinatown, and the teams can keep the Washington moniker, as opposed to potentially being the “National Landing” teams were they to have moved to the Potomac Yard area.

Article
Provo-Orem and Ogden-Clearfield Emerging As Utah Hotspots 
Migration to the Mountain States has been on an upward trend in recent years. And one state in particular – Utah – has received an impressive influx of new residents. Which areas are experiencing the most growth? And what is driving migration to the Beehive State? We take a closer look. 
Bracha Arnold
Apr 4, 2024
4 minutes

Migration to the Mountain States, named for the sprawling Rocky Mountain range that runs through the region, has been on an upward trend in recent years. And one state in particular – Utah – has received an impressive influx of new residents. 

Which areas are experiencing the most growth? And what is driving migration to the Beehive State? We take a closer look. 

Key Takeaways

  • Relocators to Utah are coming from states with a lower HHI and higher age compared to the Utah median.
  • Not all metro areas are benefiting equally from Utah’s migration boom: Between January 2020 and January 2024, net migration to the Provo-Orem and Ogden-Clearfield CBSAs was positive, while net migration to the Salt Lake City CBSA was negative.
  • Provo-Orem and Ogden-Clearfield receive newcomers from areas with a lower median HHI and similar median age as  Salt Lake City. 

Utah Is Younger and Wealthier Than its Feeder States

Utah, with its iconic national parks and burgeoning tech industry, is growing fast. According to Placer.ai’s Migration Trends Report, Utah experienced an 5.5% rise in population between January 2020 and January 2024, partially driven by inbound domestic migration: 1.8% of the state’s January 2024 population moved in between January 2020 and January 2024.

Utah has a relatively young population – the median age in Utah (according to the 2021 ACS 5-Year Projection dataset) is 31. But relocators to the state seem to be coming from older states – the weighted median age in the states of origins of newcomers moving to Utah over the past four years was 38. 

But although Utah’s median age is lower than the median age in the states of origin, the median HHI in the Beehive State is higher than in its feeder states. Between January 2020 and January 2024, the weighted median HHI in the states feeding migration to Utah was $71K/year, lower than the Utah median of $79K/year (although higher than the national average of $69.0K/year). 

bar graph: utah;s population is growing, fueled by older, slightly lower income residents. Population Change, Net Migration, Median HHI & Median Age Based on Census 2021 ACS 5-Year Projection Combined With Placer.ai Migration Data

Provo-Orem and Ogden-Clearfield Receive Largest Migration Boost 

Although Utah as a whole has seen positive net migration over the past four years, the new residents are not evenly distributed across the state’s major metropolitan areas. Inbound domestic migration was particularly strong in the Provo-Orem and Ogden-Clearfield CBSAs (core-based statistical areas), with both states also seeing significant increases in their population (10.7% and 5.1%, respectively) over the past four years. But during the same period, the migrated share of the population of Utah’s largest CBSA – Salt Lake City – has declined, and the overall population in the Salt Lake City CBSA grew by just 1.0%. So what is driving migration to Provo-Orem and Ogden-Clearfield? 

bar graph: in utah, provo-orem CBSA leads population & migration growth

Younger People from Lower Median HHI Areas Moving to Provo & Ogden 

January 2020 to January 2024 migration data reveals that relocators to Provo and Ogden come from CBSAs with a lower median age and HHI compared to those moving to Salt Lake City: Newcomers to the Provo-Orem and Ogden-Clearfield CBSAs came from CBSAs with a weighted median HHI of $73K and $72K, respectively, compared to a $75K median HHI for CBSAs feeding migration to the Salt Lake City CBSA. And the weighted median age in the CBSAs of origin for Provo-Orem and Ogden Clearfield was 25 and 32, respectively, compared to 33 in the CBSAs of origin for Salt Lake City.

The movement of younger people from lower-HHI areas to these CBSAs may indicate that many of those relocating to Utah to benefit from the state’s robust economy are specifically choosing the Provo-Orem and Ogden-Clearfield metro areas. 

bar graphs: similarities between CBSAa of Destination for Utah's major metro areas

Provo and Ogden’s Strong Employment Draw 

Niche’s Neighborhood Grades – available in the Placer.ai Marketplace – assigns grades to various types of regions based on a variety of factors, including job opportunities. And comparing the Niche rating for “Jobs” assigned to Utah’s three largest CBSAs with the aggregate “Jobs” grade assigned to the CBSAs of origin also suggests that Provo and Ogden’s economic opportunities are driving migration to these smaller metro areas. 

All three Utah CBSAs analyzed received a higher “Jobs” grade than their CBSAs of origin – indicating that the employment opportunities in all three metro areas are likely drawing newcomers. But while Salt Lake City only got a “B+” in “Jobs” – just one grade up from the aggregate grade assigned to its areas of origin – Provo-Orem and Ogden-Clearfield got a “Jobs” grade of “A-”, or two notches up from the “Jobs” grade in their CBSAs of origin. The highly robust job markets in these smaller CBSAs may explain why newcomers seem to prefer Provo-Orem and Ogden-Clearfield to Salt Lake City. 

table: provo-orem and ogden-clearfield offer newcomers strong job prospects

Utah-ly Amazing

Utah’s population growth makes it one of the most exciting states to watch, and the state’s promising employment opportunities seems to be a major draw for newcomers to the state. 

Will Utah continue to experience population growth?

Visit placer.ai to keep up with the latest migration trends. 

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.

Article
Three Formulas for Experiential Retail in 2024
Many brands are turning to experiential retail to draw visitors into brick-and-mortar stores. We take a look at three companies with different types of experiential offerings – Michaels, DICK’S, and Lowe’s Home Improvement – to understand what experiential retail can look like in 2024. 
Bracha Arnold
Apr 3, 2024
5 minutes

In a world where convenience is key and online shopping reigns supreme, many brands are turning to experiential retail to draw visitors into brick-and-mortar stores. We take a look at three companies with different types of experiential offerings – Michaels, DICK’S, and Lowe’s Home Improvement – to understand what experiential retail can look like in 2024. 

Key Takeaways: 

  • Experiential retail can take many different forms. 
  • Some retailers – including DICK’s – are designing entire venues as immersive hubs, with others – like Lowe’s – are adding experiential zones to their regular stores.
  • Companies can also empower customers to create their bespoke in-store experience.

DICK’S: Elevating The Sporting Experience 

Some retailers are encouraging consumers to engage fully in their brand by dedicating entire brick-and-mortar venues entirely to immersive experience. Sporting goods brands in particular, including Lululemon with its yoga studios and Nike and its training studios, have employed this strategy to directly engage with their core audience. And perhaps the best example of this is the DICK’S House of Sport concept, launched in 2021 by sporting goods retailer DICK’S.

DICK’S currently operates 12 House of Sports locations where visitors can repair their bikes, pick out a golf club, use a climbing wall or batting cage. The concept has been highly successful, especially as more people engage in some form of recreational sports or fitness activities, and the chain is looking to add at least 100 more of these experiential stores in the next five years. 

Quarterly foot traffic patterns suggest that the new locations will be met with enthusiasm. Visits to the three longest-running House of Sports stores in Q4 2023 were 7.2% higher than they were in Q4 2022, while visits to DICK’S Sporting Goods stores nationwide were 2.3% lower for the same period. Psychographic data also reveals that House of Sport visitors also tend to be slightly older and more established than visitors to DICK’S nationwide – and this older audience may be more inclined to spend more than their younger counterparts.  

bar graph: DICK's Hous eof Sport outperforms DICK's chain in Q3 and Q4 2023, sees fewer families in trade area

By creating an immersive athletic experience that taps into the growing popularity of personal fitness, House of Sport can continue to draw in visitors and foster community – and serve as a model for other sporting goods retailers looking to expand their experiential offerings.  

Lowe’s: Empowering DIY Enthusiasts

Retailers who don’t want to devote an entire location to their experiential offering can also leverage their regular venues to offer visitors hands-on engagement with their products on certain days or time slots. Rising costs have led more people than ever to turn to DIY – and meeting that demand, leading home improvement retailer Lowe’s has introduced a DIY workshop on Saturdays and Sundays at 100 locations across the country. Visitors heading to participating Lowe’s stores will be able to participate in workshop stations and take advantage of all-day demos – with no registration required. The company also runs a family-friendly Weekending at Lowe’s program, which allows visitors to register to free workshops focused on child-friendly activities, such as creating a butterfly biome or a tabletop basketball game

Providing people with a hands-on, practical approach to home repairs may help Lowe’s expand its customer base as more people embrace DIY concepts. Participants in the DIY workshops may feel more confident in tackling new projects at home. They are also more likely to choose Lowe’s products due to familiarity with the store and its offerings — a win for the company.

Comparing year-over-year (YoY) visits at Lowe’s locations with DIY workshops to the foot traffic performance of the chain as a whole indicates that the DIY venue, while experiencing the effects of the ongoing retail headwinds, are managing to perform better than Lowe’s stores overall. And analyzing locations using the Spatial.ai: PersonaLive dataset reveals that Lowe’s DIY stores are particularly popular among rural segments, with more "Rural Average Income" and "Rural Low Income" segments in their captured markets than their potential market*. 

*A chain’s potential market refers to the population residing in a given trade area, where the Census Block Groups (CBGs) making up the trade area are weighted to reflect the number of households in each CBG. A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG. 

bar graph: lowe's DIY stores tend to capture more blue-collar, middle-class segments than Lowe's chain, outperforms in foot traffic.

Lowe’s can harness this data if it seeks to expand the DIY concept further to help it capitalize on its success among rural audiences – and other retailers can take note of the demand for hands-on workshops from this segment. 

Michaels: Embracing Family Fun

A third model for experiential retail empowers the customer to take the reins and decide when to schedule the in-store event – and who to add to the guest list. Craft chain Michaels, which has long emphasized child-friendly experiences like summer camps and free classes, recently introduced store-hosted birthday parties for kids up to age 13. 

Demographic data from both potential and captured trade areas suggest that this focus on kids activities is succeeding in attracting the family households in its trade area. Michaels attracts a larger share of married couples with children in its captured market than in its potential market, and has a captured market household size of 2.6, slightly larger than its potential market household size. The share of households in Experian: Mosaic’s “Suburban Style,” “Flourishing Families”, and “Family Union” segments were also all higher in Michaels captured market than in its potential market.

bar graph: Michaels trade areas over-indexed for suburban family segments. *Demographic Data from AGS: Demographic Dimensions, combined with Placer.ai Trade Area Data **Psychographic Data from Experian: Mosaic, combined with Placer.ai Trade Area Data

Michael’s seems to be positioning itself as a one-stop shop for crafters of all ages, and focusing on children’s events may help the chain attract more family segments to its stores. This serves as a reminder of the draw that quality children’s entertainment can provide and offers a blueprint for retailers wishing to attract more families to their locations.

Experience Is Everything

These three chains prove that there are plenty of ways to attract people into brick-and-mortar stores. By offering workshops, events, and in-store attractions, the three chains are building brand awareness and increasing their foot traffic.

Will experiential retail continue to dominate in 2024?

Visit placer.ai/blog to stay up-to-date on the latest retail trends. 

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. 

Article
Aldi & Lidl Making The Cut
One of the major stories of 2023 was the rise in food prices, and the increasing costs of food and other goods have helped discount grocers thrive. We checked back in with two bargain grocers – Aldi and Lidl – to see how they’re doing. 
Bracha Arnold
Apr 2, 2024
4 minutes

One of the major stories of 2023 was the rise in food prices, with costs up roughly 25% since 2020 – and the increasing costs of food and other goods have helped discount grocers thrive.

We checked back in with two grocery chains known for their bargain prices and private labels – Aldi and Lidl – to see how they’re doing. 

Key Takeaways: 

  • Visit numbers to Aldi and Lidl continue to grow year-over-year. 
  • Despite Aldi and Lidl’s similar merchandising strategies, the two chains serve different audiences. 
  • Lidl’s visitors tend to come from higher-income areas with larger household sizes compared to Aldi.

Low-Cost Leaders  

Aldi offers prices that rival those of discount grocers, making it a major player in the discount grocery segment. And these attractive prices have helped the company see significant visit growth over the past few years. Year-over-year (YoY) monthly visits to Aldi were up throughout 2023 and into 2024, with some of the growth due to the chain’s aggressive expansion. And the company plans to grow even further – Aldi has announced plans to open another 800 stores over the next few years. 

Lidl – another German-based grocer – opened its first location in Virginia in 2017. The chain currently has around 170 locations in the country, primarily on the East Coast, and is also expanding – albeit at a slower pace. Between February 2023 and February 2024, YoY visits to Lidl were up almost every month with only a slight dip in January 2024 – perhaps due to the unseasonal cold – a promising sign for the discount grocer as more consumers than ever choose low-cost food options.

graph: YoY visits to aldi and lidl elevated in 2023 and 2024

Similar Value, Different Visitors

Although both Lidl and Aldi are German-owned discount grocers, examining the demographics for the two brands' trade areas nationwide sheds light on the differences between the two chain’s consumer bases. 

Analyzing the trade area median HHI reveals that Lidl attracts a higher-income clientele than Aldi: The median household income (HHI) in Aldi’s trade area was slightly lower than the the nationwide median, with the median HHI in the chain’s captured market even lower than the median HHI in its potential market. This indicates that Aldi locates its stores in areas that are accessible to the average consumer and succeeds in attracting also the slightly lower income segments within its potential trade area. 

Meanwhile, Lidl’s potential market median HHI stood at $78.8K/year in 2023, and the median HHI in its captured market was even higher – $88.1K/year – indicating that Lidl stores are located in more affluent areas, and that the company caters to the wealthier households within those neighborhoods. 

The share of households with children in Aldi’s potential and captured market was also almost identical to the nationwide average – indicating once again Aldi’s success in reaching the average U.S. grocery shopper. Lidl, on the other hand, saw more households with children in both its captured and potential markets, with the share of households with children in its captured market around two percentage points higher than the share of households with children nationwide. So while Aldi and Lidl do share some similarities in terms of origins, preference for private label, and pricing, the trade area analysis points to major differences between the two chains’ audiences. 

 *A chain or venue’s potential market refers to the people that reside in its trade area, based on the business’ True Trade Area and weighted by census block group (CBG) within the trade area according to the size of its population. Captured markets represent the population that visits the business in practice, and the data is obtained by weighting each CBG according to its share of visits to the chain or venue in question.

bar graphs: aldi and lidl see customers with different income levels and family sizes. based on STI: PopStats dataset and placer.ai captured and potential trade area data

Similar Concepts, Different Customer Bases

Diving into the psychographic data for Aldi and Lidl adds another dimension to the trends revealed by the demographic data. While both brands are popular among suburban audiences – Aldi tends to attract a more blue-collar customer, while Lidl is frequented by a wealthier suburban segment. The share of visitors falling into the “Small Town Low Income” category was 7.5% for Aldi compared to 0.9% for Lidl. Conversely, Lidl saw 16.7% of its visitors falling into the “Upper Suburban Diverse Families” segment, while Aldi had 10.6% of its consumers in that category.

And while Aldi and Lidl have a hold on different suburban segments, the chains’ expansion strategies seem geared to grow each chain’s reach outside the other’s orbit. Lidl has been opening stores in big cities along the East Coast, including New York City’s tony Chelsea neighborhood, perhaps in a bid to reach more of the wealthier customers that favor the brand. Aldi, meanwhile, recently acquired grocery chains Winn-Dixie and Southeast Grocers, brands that typically attract a more price-sensitive consumer. This acquisition will significantly expand Aldi’s presence and will likely appeal to value-oriented shoppers, a segment already receptive to its offerings.

bar graph: alsi attracts more blue collar lower income consumer segments than lidl. based on Spatial.ai: PersonaLive dataset and placer.ai captured trade area data

Room For Everyone

The past few years have seen the grocery space adapting to an increasingly value-oriented consumer, and Aldi and Lidl have benefitted from this shift. As inflation cools and both companies expand their footprints, will they continue on their upward trajectory?

Follow Placer.ai’s data-driven retail analyses 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. 

Article
Texas Suburbs on the Rise
Texas has been a favored destination for Americans relocating from major population centers - but which metro areas are attracting new residents? Are people moving to major cities like Dallas, Houston, Austin, and San Antonio, or are they heading out to the suburbs? We take a closer look.
Lila Margalit
Apr 1, 2024
3 minutes

Since COVID, millions of Americans have relocated from major population centers in California, New York, and Illinois (among others) to other regions of the country. Whether in search of job opportunities, affordable housing, or simply a change of scenery, thousands of people have decamped to places like Tampa, Florida, Bozeman, Montana, and Portland, Maine. And the great state of Texas – with its wide open spaces and relatively affordable cost of living – has emerged as a favored destination.

So with 2024 underway, we dove into the data to explore domestic migration trends in the Lone Star State. How much has the population of Texas grown as a result of domestic migration over the past several years – and which metro areas (CBSAs) are attracting new residents? Are people moving to major cities like Dallas, Houston, Austin, and San Antonio, or are they heading out to the suburbs?

Bigger is Better in the Lone Star State

Between December 2019 and December 2023, Texas’ population grew by 4.3% – with nearly a third of this increase driven by new residents hailing from elsewhere in the U.S. 

Perhaps unsurprisingly, many of these new arrivals made a bee-line to Texas’ four most populous metropolitan areas – Austin-Round Rock-Georgetown, San Antonio-New Braunfels, Dallas-Fort Worth-Arlington, and Houston-The Woodlands-Sugar Land. During this time period, each of these CBSAs experienced positive net migration (meaning that more people moved to these areas than away from them) ranging from 0.4% to 3.4%.

graph: Texas and the state's most populous CBSAs experienced positive net migration since COVID

All Hat and No Cattle?

But a deeper analysis of foot traffic trends reveals that, even as the CBSAs as a whole added new residents, the primary cities anchoring the CBSAs often lost more domestic migrants than they gained. Austin proper lost 6.1% of its population to relocation, while Dallas, Houston, and San Antonio lost 4.2%, 3.9%, and 3.2%, respectively. Only Fort Worth – Texas’ fifth-most-populous city – experienced positive net migration over the past four years.

bar graph of Texas' five biggest cities only fort worth has seen positive domestic migration over the past four years

An Urban / Suburban Divide

Why are major metropolitan areas seeing population influxes, even as their central urban hubs experience outflows? Drilling down even deeper into zip-code level location intelligence provides a striking snapshot of what’s actually happening on the ground. 

In all four CBSAs, zip codes belonging to the metro area’s flagship city were more likely to experience negative net migration – while those in further-away suburbs and towns were more likely to see positive inflow. 

maps: smaller towns and suburbs are attracting inbound domestic migration in leading Texas CBSAs while central hubs lose residents to relocation

The relative growth experienced by Fort Worth can be understood against this backdrop: Fort Worth may be one of Texas’ biggest cities, but it is smaller – and less expensive – than Dallas, which dominates the metro area.

Suburban life offers residents many of the benefits of proximity to major urban centers, without some of the drawbacks – like smaller homes. And with more Americans free today to live further away from the office, many appear to be choosing suburban chill over big-city hassle. 

Key Takeaways

Home to the Alamo, a premier state fair, and arguably one of the cultiest grocery chains in the country (H-E-B, of course), Texas has become a key destination for Americans seeking greener (and cheaper) pastures. And though major metropolitan centers in the Lone Star State have seen significant positive net migration over the past four years – much of that growth has taken place outside of the state’s biggest cities. 

How will Texas’ population continue to evolve over the next months and years? Will big cities make a comeback – or are suburbs and smaller towns poised to remain the main drivers of growth?

Follow Placer.ai’s data-driven domestic migration analyses 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.

Reports
INSIDER
Redefining Retail Spaces: Lessons from the C-Store Category
Dive into the data to see how convenience stores are redefining retail spaces.
September 16, 2024
5 minutes

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.

Seasonal Stops Along The Way

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.  

Regional Chains Expanding Their Reach

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.

Taking the Pulse of Statewide Dwell Times

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. 

Limited-Time Options

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.

A Strong Year for Convenience Stores

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?

Visit Placer.ai to keep up with the latest data-driven convenience store updates. 

INSIDER
The Healthcare Opportunity in Grocery
As healthcare continues to evolve, nontraditional providers like grocery stores are cementing their roles as key players in the space. How do wellness offerings impact grocery store visitation patterns? We dove into the data to find out.
September 12, 2024
7 minutes

Uncovering the Healthcare Opportunity in Grocery

Grocery chains in the United States are increasingly investing in on-site healthcare clinics, transforming their stores into hubs for both food and wellness. While grocery stores have long featured pharmacies and some basic healthcare services like vaccinations, recent years have seen a shift towards more extensive healthcare offerings. 

Today, many grocery stores offer a range of services – from primary and urgent care to dental and mental health care. In addition to providing an important community service, grocery-anchored healthcare clinics can boost foot traffic at chains, help health providers reach more patients, and allow shoppers to manage their health and home needs in one convenient trip. 

This white paper examines the impact these in-store clinics have on grocery chain visitation patterns and trade area characteristics. Are shoppers more or less likely to make repeat visits to grocery stores with healthcare services? And how does the addition of a clinic affect the demographic profile of a grocery store’s captured market? The report examines these questions and more, offering insights for stakeholders across the grocery and healthcare industries.

Health Clinics Lead to Healthy Foot Traffic Boosts

Analyzing foot traffic to grocery stores with and without in-store clinics shows the positive impact of these services: Across chains, locations with on-site healthcare offerings drew more visits in H1 2024 than their chain-wide averages.

The Kroger Co., which operates numerous regional banners as well as its own eponymous chain, has been a leader in in-store healthcare services since the early aughts. The company introduced its in-store medical center, The Little Clinic in 2003 – and today operates over 225 Little Clinic locations across its Kroger banner, as well as regional chains Dillons, Jay C Food Stores, Fry’s, and King Soopers.

And in H1 2024, the eight Dillons locations with clinics saw, on average, 93.0% more visits per location than the chain’s banner-wide average. Jay C, which offers two in-store clinics, also saw visits to these venues outpace the H1 2024 banner-wide average by 92.9%. For both chains, relatively small overall footprints may contribute to their outsize visit differences: Indiana-focused Jay C operates just 22 locations, all in the Hoosier State, while Kansas-based Dillons has some 64 locations.  

But similar patterns, if somewhat less pronounced, could be observed at Kroger (43.0%), Fry’s (19.2%), and King Soopers (16.5%) – as well as at H-E-B (14.5%), which boasts its own expanding network of in-store clinics. 

The Doctor is in (Higher HHI Areas)

Analyzing the trade areas of grocery stores with healthcare clinics shows that these services tend to draw more affluent visitors from within the stores’ trade areas. 

For some chains, including King Soopers, H-E-B, and Jay C, the clinics are positioned to begin with in areas serving higher-income communities. The median household income (HHI) of King Soopers’ in-store clinic’s potential markets, for example, came in at $92.3K in H1 2024 – significantly above the chain’s overall potential market median HHI of $88.1K. Similarly, the potential markets of H-E-B and Jay C Food Stores with clinics had higher median HHIs than the chains’ overall averages.  

And for all three chains, stores with clinics tended to attract visitors from captured markets with even higher median HHIs – showing that within these affluent communities, it is the more well-to-do customers that tend to frequent these venues. (A chain or store’s potential market is obtained by weighting each CBG in its trade area according to the size of the population – thus reflecting the general composition of the community it serves. A chain or store’s captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the business in question – and thus represents the population that actually visits it in practice.)

Other brands, including Fry’s, Kroger, and Dillons, have positioned clinics in stores with potential market median HHIs slightly below chain-wide averages. But within these markets, too, it is the more affluent consumers that are visiting these stores, pushing up the median HHI of their captured markets. 

These patterns highlight that, for now, grocery store clinics tend to attract consumers on the upper ends of local income spectrums. This information can be utilized by healthcare professionals and grocery store owners to pinpoint neighborhoods that may be open to grocery-anchored clinics, or to take steps to increase penetration in other areas. 

Kroger’s In-Store Clinics Offer Community Blueprint 

Supermarket giant Kroger is a major player in the world of grocery-anchored healthcare, offering visitors access to pharmacies, clinics, and telehealth options via its grocery stores. What impact has the company’s embrace of healthcare had on visits and loyalty? 

Convenience for All: Clinics Draw Families

An analysis of household compositions across the potential and captured markets of Kroger-owned stores with and without Little Clinic offerings suggests that families with children are extremely receptive to these services. 

In H1 2024, Kroger, King Soopers, Fry’s, Jay C, and Dillons all featured captured markets with higher shares of STI: PopStats’ “Households With Children” segment than their potential ones – highlighting the chains’ appeal for families. But the share of parental households in those stores with Little Clinics jumped significantly higher for all five banners. 

The share of families with children in King Soopers’ overall captured market stood at 28.3% in H1 2024, higher than the 27.2% in its potential one. But the households with children in the captured markets of King Soopers locations with Little Clinics was significantly higher – 30.6% – and similar patterns emerged at Jay C, Dillons, Kroger, and Fry’s. 

This special draw is likely linked to the clinics' focus on family health services like physicals, nutrition plans, and vaccines. The convenience of being able to take care of healthcare, grocery shopping, and pharmacy needs all in one go makes these stores particularly attractive to parents. And this jump in foot traffic shows the strategic advantage of incorporating healthcare services into the retail environment.

Wellness Options, Loyal Shoppers

Providing essential healthcare services at the supermarket can establish a grocery chain as a crucial part of a shopper's daily life, enhancing visitor loyalty, and helping nurture long-term customer relationships. Indeed, in-store clinics offer a unique opportunity for grocery providers to connect with customers on a level that extends beyond the transactional.

An analysis of several Kroger-branded locations in the Cincinnati metro area showcases the profound impact in-store clinics can have on customer loyalty. In H1 2024, stores with Little Clinics had significantly higher shares of repeat visitors – defined as those making six or more stops at the store during the analyzed period – than those without. 

For instance, 36.4% of visitors to a Kroger Marketplace store with an in-store clinic in Harrison, Ohio, frequented the location at least six times during the first half of 2024. But over the same period, only 29.0% of visitors stopped by at least six times to a nearby Kroger location in Cleves, Ohio – just ten miles away. Similarly, 30.7% of visitors to the Beechmont Ave. Kroger Food & Drug location with a clinic visited at least six times in H1 2024, compared to 23.0% for the nearby Ohio Pike Kroger store.

This trend was consistent across the analyzed locations, with those offering in-store clinics attracting significantly higher shares of loyal visitors. These metrics support the value of offering additional services as a draw for frequent visitors, while also providing the clinics themselves with the visitor volume needed to operate profitably.  

Texas Strong: H-E-B’s Wellness Mission

Texan grocery chain H-E-B is beloved across the state – and though the chain isn’t new to the healthcare scene, it has been doubling down on wellness. In 2022, H-E-B launched H-E-B Wellness, a healthcare platform that offers patrons a variety of medical services, including – as of today –  some 12 primary care clinics, many of them inside stores. 

Community Care at H-E-B

H-E-B stores with primary care clinics are helping to cement the grocer’s role as a convenient one-stop for local residents – allowing them to drop in to a nearby location for both daily grocery needs and wellness care. 

H-E-B has always placed a premium on community, stepping up to help local residents in times of need. And though the chain as a whole draws an overwhelming majority of its visitors from nearby areas, those with clinics do so even more effectively. In H1 2024, some 83.6% of visitors to H-E-B came from less than 10 miles away. But for locations with primary care clinics, this share increased to 88.0%. 

This suggests that wellness services are particularly appealing to nearby residents, strengthening H-E-B’s connection with local consumers even further. And for a grocery store centered on community engagement, the integration of health services into its offerings is proving to be a winning strategy.

Wellness Wins Over Middle-Class Visitors

H-E-B has been steadily expanding its primary care offerings since it launched the Wellness concept, adding two primary clinics at locations in Cypress, TX and Katy, TX in June 2023. Following the opening of these clinics – which operate Mondays through Fridays – both locations saw marked increases in the share of “Urban Cliff Dwellers” in their weekday captured markets. This STI: Landscape segment group encompasses families both with and without children, earning modest incomes and enjoying middle-class pleasantries.  

Between June 2022 - May 2023, the share of “Urban Cliff Dwellers” in the weekday captured markets of the Cypress and Katy locations stood at 9.5% and 7.2%, respectively. But once the stores had clinics in place, those numbers jumped to 12.4% and 11.0%, respectively. 

This increase in the stores’ reach among “Urban Cliff Dwellers” immediately following the clinics’ openings suggests that in addition to more affluent consumers, middle-class families also harbor considerable interest in these services. As more retailers continue making inroads into the healthcare sector, they may find similar success in attracting diverse groups of convenience-seeking shoppers.

Grocery and Health Care: A Winning Combination

As grocery stores lean into healthcare, they are transforming into multifaceted hubs that offer both essential health services and everyday shopping needs. Retailers like Kroger and H-E-B are reaping the benefits of boosted foot traffic, higher-income visitors, and strengthened community ties – while offering their shoppers convenience that helps streamline their daily routines.  

INSIDER
Retail Giants in 2024: Walmart, Costco, and Target's Competitive Edge
See how retail giants Walmart, Costco, and Target fared in the first half of 2024 – and explore factors contributing to their success.
August 23, 2024
7 minutes

Strategies for Retail Giants

Walmart, Target, and Costco are three of the most popular retailers in the country, drawing millions of shoppers through their doors each day. Each of these retail giants boasts distinct strengths and strategies that cater to their unique customer bases, allowing them to thrive in a highly competitive market. 

This white paper takes a closer look at some of the factors that are helping the three chains flourish. How does Walmart’s positioning as a family-friendly retailer help it drive visits in its more competitive markets? How can Target leverage its reach to drive more loyal visits? And what does the increase in young shoppers frequenting membership warehouse clubs mean for Costco? 

We dove into the location analytics to explore these questions further. 

Year-Over-Year Visit Growth 

Examining monthly visitation patterns for the three retail giants shows Costco’s wholesale club model leading the way with consistent year-over-year (YoY) visit growth – ranging from 6.1% in stormy January 2024 to 13.3% in June. Family favorite Walmart followed closely behind, seeing YoY foot traffic growth during all but two months, when visits briefly trailed slightly behind 2023 levels before rebounding.

Target, meanwhile, had a slower start to the year, with visits trending below 2023 levels for most of January to April. Over this same period (the three months ending May 2024), Target reported a 3.7% decline in YoY comparable sales. But since then, things have begun to turn around for the chain, with YoY visits rising in May (2.5%), June (8.9%), and July (4.7%). This renewed visit growth into the second half of the year bodes well for the superstore – and the ongoing back-to-school season may well push visits up further as the summer winds down. 

For all three chains, Q2 2024’s visit success has likely been bolstered in part by summer deals and intensifying price wars – as the retailers slash prices to woo inflation-weary consumers back to the store.   

Changing Consumer Habits

Over the past few years, consumer behaviors have been changing rapidly in response to shifting economic conditions. This next section explores some of these changes at Walmart, Target, and Costco, to better understand what may be driving these shifts. 

Less Mission-Driven Shopping – Except at Costco

One way that consumers have traditionally responded to inflation and other headwinds has been through the adoption of mission-driven shopping – making fewer, but longer, trips to retailers, so that every visit counts. Superstores and wholesale clubs, which offer one-stop shopping experiences, have long been prime destinations for these extended shopping trips. And even during periods when visits have lagged, these retailers have often benefited from extended dwell times – leading to bigger basket sizes. 

A look at changes in average dwell times at Walmart and Target suggests that as YoY visits have picked up, dwell times have come down – perhaps reflecting a normalization of consumers’ shopping patterns. With inflation stabilizing and gas prices lower than they were in 2022 and 2023, customers may feel less pressure to consolidate shopping trips than they have in recent years. 

In contrast, Costco’s comparatively long dwell times have remained stable over the past several years. The warehouse club’s bulk offerings, plentiful free samples, and inexpensive food court encourage shoppers to spend more time browsing the aisles than they would at other retailers. And even if mission-driven shopping continues to subside, Costco customers will likely keep on making extra-long shopping trips. 

Increased Competition from Dollar Stores

While inflation is cooling faster than expected, prices remain high, and new players are stepping into the retail space occupied by Walmart, Target, and Costco – especially dollar stores. Though higher-income customers increasingly rely on the three retail giants for many of their purchases, customers of more modest means are often drawn to the rock-bottom prices offered at dollar stores. 

And analyzing the cross-shopping patterns of visitors to Walmart, Target, and Costco shows that growing shares of visitors to the three behemoths also visit Dollar Tree on a regular basis. In Q2 2019, the share of visitors to Walmart, Target, and Costco who frequented Dollar Tree at least three times ranged between 9.8% and 13.7%. But by Q2 2024, that share rose to 16.7%-21.6%.  

Dollar Tree is leaning into this increased interest among superstore shoppers. Over the past year, Dollar Tree added some 350 Dollar Tree locations, even as it shuttered nearly 400 Family Dollar stores. And the chain recently acquired the leases of some 170 99 Cents Only Stores – offering Dollar Tree access to a customer base accustomed to buying everything from groceries to household goods. As Dollar Tree continues to grow its footprint and expand its food offerings, the chain will be better positioned than ever to provide a real challenge to Walmart, Target, and Costco.

Still, the three retail giants each have unique offerings that distinguish them from dollar stores. This next section examines what sets Walmart, Target, and Costco apart – and how they can continue to strengthen their competitive edge. 

Inside the Giants’ Playbooks

With competition on the rise, Walmart, Target, and Costco must display agility in navigating an ever-evolving market landscape. This section dives into the data for each chain’s more successful metro areas to see what factors are helping them outperform nationwide averages – and what metrics the retailers can harness to try to replicate these results nationwide. 

Wealthier Visitors Drive Loyalty at Target

Target recently expanded its Target Circle Rewards program, rolling out three new tiers for its 100 million members. And this focus on loyalty has proven successful for the chain. Demographic and visitation data reveal a strong correlation between the median household incomes (HHIs) of Target locations’ captured markets across CBSAs (core-based statistical areas), and their share of loyal visitors in Q2 2024: CBSAs where Target locations’ captured markets had higher median HHIs also tended to draw more repeat monthly visitors.

Target’s captured markets in the Los Angeles-Long Beach-Anaheim, LA CBSA, for example, featured a median HHI of $89.8K in Q2 2024 – and 48.0% of the chain’s LA visitors frequented a Target at least twice a month during the quarter. Target stores in the Chicago-Naperville-Elgin, IL-IN-WI CBSA, where the chain’s captured markets had a median HHI of $88.7K in Q2 2024, also had a loyalty rate of 48.0%. 

Target generally attracts a more affluent audience than Walmart. And even as the superstore slashes prices to attract more price-conscious consumers, the retailer is also taking steps likely to enhance its popularity among higher-income households. In April 2024, Target debuted a paid membership tier within its loyalty program offering perks like same-day delivery for a fee. Maintaining and expanding these premium offerings will be key for Target as it seeks to attract more affluent  customers and replicate its high-performing results in CBSAs nationwide.

Costco’s Younger Audience 

The persistent inflation of the past few years, while challenging for some retailers, has also created new opportunities – particularly for wholesalers. Membership warehouse clubs, including Costco, are gaining popularity among younger shoppers, a cohort often looking for new ways to stretch their more limited budgets. An October 2023 survey revealed that nearly 15% of respondents aged 18 to 24 and 17% of those aged 25 to 30 shop at Costco.

A closer look at some of Costco’s best-performing CBSAs for YoY visit-per-location growth highlights the significance of these younger shoppers: In H1 2024, the company’s YoY visit-per-location growth was strongest in areas with higher-than-average shares of young urban singles.

For example, the San Diego-Chula Vista-Carlsbad, CA CBSA experienced visit-per-location growth of 10.4% YoY in H1 2024, while the nationwide average stood at 7.9%. And the CBSA’s share of Young Urban Singles, defined by the Spatial.ai: PersonaLive dataset as “singles starting their careers in trade and service jobs,” was 12.1%, well above Costco’s nationwide average of 7.3%. 

Walmart’s Family-Friendly Focus

Walmart is a one-stop shop for everything from affordable groceries to clothing to home furnishings, making it especially popular among families. The retailer actively courts this segment with baby offerings designed to meet the needs of both kids and parents, virtual offerings in the metaverse, and collectible toys.

And visitation data reveals a connection between the extent of different Walmart locations’ YoY visit growth and the share of households with children in their captured markets. 

In H1 2024, nationwide visits to Walmart increased by 4.1% YoY, while the share of households with children in the chain’s overall captured market hovered just under the nationwide baseline. But in some CBSAs where Walmart outpaced this nationwide growth, the retail giant also proved especially adept at attracting parental households – outpacing relevant statewide baselines. 

In Boston-Cambridge-Newton, MA, for example, Walmart experienced 5.0% YoY visit growth in H1 2024 – while the share of households with children in the chain’s local captured market stood 7% above the Massachusetts state average. And in Grand Rapids-Kentwood, MI, where Walmart’s share of parental households outpaced the Minnesota state average by an even wider 15% margin, the retailer saw impressive 7.3% YoY visit growth. This pattern repeated itself in other metro areas, suggesting that there may be a correlation between local Walmart locations’ visit growth and their relative ability to draw households with children.

Walmart can continue solidifying its market position by leaning into its family-oriented offerings and expanding its footprint in regions with growing populations of young families.

The Winning Retail Edge 

Walmart, Target, and Costco all experienced YoY visit growth in the final months of H1 2024, with Costco leading the way. And though the three chains still face considerable challenges, each one brings unique strengths to the table. By continuously innovating and responding to changing market conditions, Walmart, Target, and Costco can not only overcome obstacles but also leverage them to reinforce their market positions and drive continued growth.

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