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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
Report
Q2 2024 – Retail & Restaurant Review
Discover how discount and dollar stores, grocery chains, fitness clubs, superstores, home improvement and furnishing chains, and restaurants fared in Q2 2024.
July 18, 2024
6 minutes

Q2 2024 Overview

The positive retail momentum observed in Q1 2024 continued into Q2 – as stabilizing prices and a strong job market fostered cautious optimism among consumers. Year-over-year (YoY) retail foot traffic remained elevated throughout the quarter, with June in particular seeing significant weekly visit boosts ranging from 4.7% to 8.5%.

The robustness of the retail sector in Q2 was also highlighted by positive visit growth during the quarter’s special calendar occasions, including Mother’s Day (the week of May 6th) and Memorial Day (the week of May 27th). And though consumer spending may moderate as the year wears on, retail’s strong Q2 showing offers plenty of room for optimism ahead of back-to-school sales and other summer milestones.

Consumers Double Down on Value and Essential Goods

On a quarterly basis, overall retail visits rose 4.2% in Q2. And diving into specific categories shows that value continued to reign supreme, with discount and dollar stores seeing the most robust YoY visit growth (11.2%) of any analyzed category. 

Other essential goods purveyors, such as grocery store chains (7.6%) and superstores (4.6%), also outperformed the overall retail baseline. And fitness – a category deemed essential by many health-conscious consumers – outpaced overall retail with a substantial 6.0% YoY foot traffic increase. 

The decidedly more discretionary home improvement industry performed less well than overall retail in Q2 – but in another sign of consumer resilience, it too experienced a YoY visit uptick. And overall restaurant foot traffic increased 2.6% YoY.

Discount & Dollar Stores 

Discount and dollar stores enjoyed a strong Q2 2024, maintaining YoY visit growth above 10.0% for six out of the quarter’s 13 weeks. Only during the week of April 1st did the category see a temporary decline, likely the result of an Easter calendar shift. (The week of April 1st 2024 is being compared to the week of April 3rd, 2023, which included the run-up to Easter) 

Some of this growth can be attributed to the continued expansion of segment leaders like Dollar General. But the category has also been bolstered by the emphasis consumers continue to place on value in the face of still-high prices and economic uncertainty. 

Expanding Store Counts – and Visits

Dollar General, which has been expanding both its store count and its grocery offerings, saw YoY visits increase between 9.1% and 15.9% throughout the quarter. Affordable-indulgence-oriented Five Below, which has also been adding locations at a brisk clip, saw YoY visits increase between 4.9% and 18.8%.

And though Dollar Tree has taken steps to rightsize its Family Dollar brand, the company’s eponymous banner – which caters to middle-income consumers in suburban areas – continued to grow both its store count and its visits in Q2.

Grocery Stores

Grocery store chains also performed well in Q2 2024 – experiencing strongly positive foot traffic growth throughout the quarter. Though the sector continues to face its share of challenges, stabilizing food-at-home prices and improvements in employee retention and supply chain management have helped propel the industry forward. 

Aldi Ahead of the Pack

Diving into the performance of specific chains shows that within the grocery segment, too, price was paramount in Q2 2024 – with limited-assortment value grocery stores like Aldi and Trader Joe’s leading the way. 

Traditional chains H-E-B and Food Lion (owned by Ahold Delhaize) – both of which are known for relatively low prices – outperformed the wider grocery sector with respective YoY foot traffic boosts of 11.4% and 8.7%. But ShopRite, Safeway (owned by Albertsons), Kroger, and Albertsons also drew more visits in Q2 2024 than in the equivalent period of last year. 

Fitness

Fitness has proven to be relatively inflation-proof in recent years – thriving even in the face of reduced discretionary spending and consumer cutbacks. Indeed, rising prices may have actually helped boost gym attendance, as people sought to squeeze the most value out of their monthly fees and replace pricy outings with already-paid-for gym excursions. 

And despite lapping a remarkably strong 2023, visits to gyms nationwide remained elevated YoY in Q2 2024. 

Value Fitness Holds Sway

Diving into the data for some of the nation’s leading gyms shows that today’s fitness market has plenty of room at the top. Planet Fitness, 24 Hour Fitness, Life Time Fitness, Orangetheory Fitness, and LA Fitness all experienced YoY visit growth in Q2 2024 – reflecting consumers’ enduring interest in all things wellness-related.

But it was EōS Fitness and Crunch Fitness – two value gyms that have been pursuing aggressive expansion strategies – that really hit it out of the park, with respective YoY foot traffic increases of 23.4% and 21.4%.

Superstores 

The week of April 1st saw a decline in YoY visits to superstores – likely attributable to the Easter calendar shift noted above. But the category quickly rallied, and with back-to-school shopping and major superstore sales events coming up this July, the category appears poised to enjoy continued success throughout the summer.  

Wholesale Clubs Maintain Their Lead

Within the superstore category, wholesale clubs continued to stand out – with Costco Wholesale, Sam’s Club and BJ’s Wholesale Club enjoying YoY foot traffic growth ranging from 12.0% to 7.4%. But Target and Walmart also impressed with 4.6% and 4.0% YoY visit increases. 

Home Improvement and Furnishings

Inflation, elevated interest rates, and a sluggish real estate market have created a perfect storm for the home improvement industry, with spending on renovations in decline. The accelerated return to office has likely also taken its toll on the category, as people spend more time outside the home and have less availability to immerse themselves in DIY projects. 

But despite these challenges, weekly YoY foot traffic to home improvement and furnishing chains remained elevated throughout much of the Q2 – with June and April seeing mostly positive YoY visit growth, and May hovering just below 2023 levels. This (modest) visit growth may be driven by consumers loading up on supplies for necessary home repairs, or by shoppers seeking materials for smaller projects. And given the importance of Q2 for the home improvement sector, this largely positive snapshot may offer some promise of good things to come. 

Value Fuels Growth at Harbor Freight Tools

Some chains within the home improvement category continued to perform especially well in Q2 2024 – with rapidly expanding, budget-oriented Harbor Freight Tools leading the pack. But Ace Hardware, Menards, The Home Depot, and Lowe’s also saw foot traffic increases in Q2, showcasing the category’s resilience in the face of headwinds. 

Restaurants

Restaurants – including full-service restaurants (FSR), quick-service restaurants (QSR), fast-casual chains, and coffee chains – lagged behind grocery stores and other essential goods retailers in Q2 2024, as price-sensitive consumers prioritized needs over wants and ate at home more often. 

Still, YoY restaurant foot traffic remained up throughout most of the quarter. And impressively, the sector saw a YoY visit uptick during the week of Mother’s Day (the week of May 6th, 2024, compared to the week of May 8th, 2023) – an important milestone for FSR.  

Chain Expansion Drives Restaurant Visit Growth 

The restaurant industry’s YoY visit growth was felt across segments – though fast-casual and coffee chains experienced the biggest visit boosts. Like in Q1 2024, fast-casual restaurants hit the sweet spot between indulgence and affordability, outpacing QSR in the wake of fast food price hikes. And building on the positive YoY trendline that began to emerge last quarter, full-service restaurants finished Q2 2024 with a 1.4% YoY visit uptick.  

Chain expansion was the name of the restaurant game in Q2 2024, with several chains that have been growing their footprints outperforming segment averages – including CAVA, Chipotle Mexican Grill, Ziggi’s Coffee, California-based Philz Coffee, Raising Cane’s, Whataburger, and First Watch. Chili’s Grill and Bar also outpaced the full-service category average, aided by the revamping of its “3 for Me” menu. 

Positive Momentum Heading Into Summer

Retailers and restaurants in Q2 2024 continued to face plenty of challenges, from inflation to rising labor costs and volatile consumer confidence. But foot traffic trends across industries – including both essential goods purveyors like grocery stores and more discretionary categories like home improvement and restaurants – suggest plenty of room for cautious optimism as 2024 wears on.

INSIDER
Los Angeles Office Trends in 2024
Discover the state of office recovery in the Los Angeles metro area – and explore key trends shaping the return to office in some of LA's major business districts.
July 7, 2024
6 minutes

A Return-to-Office Overview 

Return-to-office (RTO) trends have been closely watched over the past few years, with relevant stakeholders trying to puzzle out the impact remote and hybrid work have had on business operations and worker performance. And while visits to office buildings, overall, remain below pre-pandemic levels, office recovery varies from city to city – reflecting the complex and nuanced nature of regional economic trends, workforce preferences, and industry-specific needs.

This white paper harnesses location analytics to explore office recovery in the country’s second-largest economy – Los Angeles. The first part of the report is based on an analysis of foot traffic data from Placer.ai’s Los Angeles Office Index – an index comprising 100 office buildings in LA (including several in the greater metro area). The second part of the report broadens the lens to analyze visits by local employees to points of interest (POIs) corresponding to four major LA-area office districts: Century City, Downtown LA, Santa Monica, and Culver City. The white paper examines the impact that return-to-work mandates have had on visits to office buildings, discovers which demographic groups are driving the RTO, and explores the connection between commute time and return-to-office rates.

LA’s Cubicle Comeback 

Slow But Steady Wins The Race

The return to office in Los Angeles has consistently lagged behind other major cities, underperforming nationwide recovery levels since the pandemic ground in-office work to a virtual halt. Still, the city’s office buildings are seeing a steady increase in visits, with foot traffic tending to spike at the beginning of each year. This indicates that even though office visits in LA are still below national averages, they are on a steady growth trajectory – a promising sign for stakeholders in the city.

A closer examination of Los Angeles office buildings also shows that despite the overall lag, some top-performing buildings in the LA metro area are defying the odds. Visits to the 20 local office buildings with the narrowest Q2 2024 post-COVID visit gaps were down just 8.7% in June 2024 compared to January 2019 – significantly outperforming the nationwide average.

So while overall office recovery in the city is still behind nationwide trends, these top-performing buildings indicate an optimistic outlook for the city’s office spaces.

From Zooms To Office Rooms

Diving into the demographics of visitors to LA’s top-performing office buildings reveals an important insight: these buildings are attracting younger workers. This cohort has shown a stronger preference for in-person work compared to their older colleagues.

Analyzing the buildings’ captured markets with psychographics from AGS: Panorama reveals that these buildings are attracting visitors from areas with larger shares of "Emerging Leaders" and "Young Coastal Technocrats" than the broader metro area.

"Emerging Leaders'' – upper-middle-class professionals in early stages of their careers – make up 20.3% of households in the trade areas feeding visits to these top-performing buildings, compared to 14.9% in the broader LA CBSA. Similarly, "Young Coastal Technocrats," young and highly educated professionals in tech and professional services, account for 14.7% of households driving visits to the top-performing buildings, compared to only 12.1% in the broader area.

The trend suggests that companies in these high-performing office buildings employ many early-career professionals eager to accelerate their careers and work in-person with colleagues and mentors. This is a positive sign for the future of the office market in the LA metro area, indicating that it is attractive to key demographic groups that are likely to drive future growth and innovation.

Mandates in Action

Over the past few years, the debate regarding return-to-office mandates has been a heated one. Will employees follow return-to-office requirements? Can companies enforce the return to office after offering remote and hybrid work options? Recent location analytics data suggests that, at least in the Los Angeles metro area, some return-to-office mandates have been effective. 

Three major tech companies – Activision Blizzard, TikTok, and SNAP Inc. – recently made their return-to-office policies stricter. Activision mandated a full return to the office in January 2024. TikTok has also intensified its return-to-office policy while seeking to expand its office presence in the greater Los Angeles area. And SNAP Inc. required employees to return to the office earlier this year as a condition of continued employment. 

Visitation patterns at each of these companies' respective headquarters suggest that their policies have directly impacted visit frequency. Since the beginning of the year, the share of repeat office visits (defined as two or more visits per week) has increased for all three locations. Activision saw its share of repeat office visits grow from 52.1% in H1 2023 to 61.4% in the same period of 2024. TikTok’s repeat visits grew from 49.5% to 61.0%, and SNAP’s repeat visits increased from 36.6% to 42.8%.

These numbers highlight how return-to-office policies can lead to noticeable changes in office visit patterns and offer a blueprint to other businesses looking to foster a stronger in-office workforce.

A Regional Office Revival 

Business Districts Bounce Back

Los Angeles is the second-largest metro area in the country, with several distinct business districts across its sprawling landscape. And a closer look at four major office hubs in the greater LA area – Century City, Downtown LA, Santa Monica, and Culver City – highlights how the office recovery can vary, not just by city or demographic, but on a neighborhood level. 

Weekday visits by local employees to all four analyzed business districts have rebounded significantly since 2020 – though each area has followed its own particular trajectory.

Culver City, home to major businesses including Sony Pictures and Disney Digital Network, saw the least pronounced drop in employee visits during the early days of the pandemic. And in Q2 2024, weekday visits by local workers were down just 18.4% compared to Q1 2019.

Century City, on the other hand, saw the most marked drop in local employee foot traffic as the pandemic set in. But the district’s recovery trajectory has also been the most dramatic – with a Q2 2024 visit gap of just 28.5%, smaller than Downtown LA’s 29.7% visit gap. Perhaps capitalizing on this momentum, Century City is expanding its business district with the addition of a major new office building, set to be completed in 2026 and serve as the headquarters for Creative Artists Agency. Santa Monica, for its part, finished off Q2 2024 with a 23.3% visit gap. 

Commuter Chronicles in Century City

Century City stands out within the Los Angeles metropolitan area for its dramatic decline and subsequent resurgence in local employee foot traffic. And looking at another metric of office recovery – employee commute distance – further underscores the district’s remarkable comeback.

The share of employees commuting to Century City from three to seven miles away has nearly returned to pre-COVID levels – suggesting a normalization of commuting patterns by local workers living in the area. In H1 2019, 33.5% of workers in Century City commuted between 3 and 7 miles to work; in 2022, that number had dropped to 29.8%. But by 2024, the share of visitors making that commute had grown to 32.5% – much closer to pre-COVID numbers. 

Similarly, the region’s trade area size, which had contracted significantly in the wake of the pandemic, bounced back significantly in 2024. This serves as another indication of Century City’s rebound, cementing Century City’s status as a key business hub within the Los Angeles metropolitan area.

Back In Business

Five years after the upheaval caused by the pandemic, office spaces are still changing. Although the Los Angeles area has taken longer to recover than other major cities, analyzing local visitation data shows significant potential for the city’s business areas. With young employees leading the return-to-office charge, the city is poised to keep driving its strong economy and adjust to an evolving office environment. 

INSIDER
Advantages of New Players in the Retail Media Space
Discover the unique brick-and-mortar advertising potential of Costco's and Wawa's new retail media networks - and how advertisers can best leverage this opportunity.
June 27, 2024

Retail Media: The Wave of the Present

Retail media networks (RMNs) have cemented their roles as the future – and present – of advertising. These networks enable advertisers to promote products and services through a retailer’s online properties and physical stores, when consumers are close to the point-of-purchase and primed to buy.  

Today, we take a closer look at two newcomers to the retail media space: Costco Wholesale and Wawa. Both chains have an online presence – but both also excel at in-store experiences, offering unique opportunities for consumer engagement and exposure to new products.

This white paper dives into the data to explore some of the key advantages Costco and Wawa bring to the retail media table –  and examine how the retailers’ physical reach can best be leveraged to help advertising partners find new audiences. 

The Costco and Wawa Brick-and-Mortar Opportunity

Wawa and Costco, the latest additions to the growing number of companies with retail media networks, exhibit significant advertising potential. Both brands boast a wide reach and diverse customer base, and both have access to troves of customer data through membership and loyalty programs. 

Foot traffic data confirms the robust offline positioning of the two retailers. In Q1 2024, year-over-year (YoY) visits to Costco and Wawa increased 9.5% and 7.5% respectively – showing that their in-store engagement is on a growth trajectory. 

And since consumers tend to spend a lot more time in-store than they do on retailers’ websites, Costco’s and Wawa’s strong brick-and-mortar growth positions them especially well to help advertisers reach new customers. In Q1 2024, the average visits to Costco’s and Wawa’s physical stores lasted 37.4 and 11.4 minutes respectively – compared to just 6.7 and 4.6 minutes for the chains’ websites. These longer in-store dwell times can be harnessed to maximize ad exposure and offer partners more extended opportunities for meaningful interactions with customers. Partners can also analyze the behavior and preferences of the two chains’ growing visitor bases to craft targeted online campaigns.  

Costco Enters the Wholesale Club RMN Space

RMN Potential Nationwide 

Costco’s retail media network will tap into the on- and offline shopping habits of its staggering 74.5 million members to inform targeted advertising by partners. And the retailer’s tremendous reach offers a significant opportunity to engage customers in-store. 

But while Costco is dominant in some areas of the country, other markets are led by competitors like Sam’s Club and BJ’s Wholesale Club. And advertisers looking to choose between competing RMNs or hone in on the areas where Costco is strongest can analyze Costco's performance and visit share – on a local or national level – to determine where to focus their efforts.

An analysis of the share of visits to wholesalers across the country reveals that Costco is the dominant wholesale membership club in much of the Western United States. But Costco also captures the largest share of wholesale club visits in many other major population centers, including important markets like New York, Chicago, Phoenix, and San Antonio. Costco’s widespread brick-and-mortar dominance offers prospective advertising partners a significant opportunity to connect with regional audiences in a wide array of key markets.  

Longer, More Frequent Visits

Another one of Costco’s key advantages as a retail media provider lies in its highly loyal and engaged audience. In May 2024, a whopping 41.4% of Costco’s visitors frequented the club at least twice during the month – compared to 36.6% for Sam’s Club and 36.0% for BJ’s Wholesale. 

Moreover, Costco led in average visit duration compared to its competitors. In May 2024, customers spent an average of 37.1 minutes at Costco – surpassing even the impressive dwell times at Sam’s Club and BJ’s Wholesale Club.

YoY visits per location to Costco, too, were the highest of the analyzed wholesalers, all three of which saw YoY increases. These metrics further establish the wholesaler’s position as an effective retail media provider. 

Unique Audience Preferences and Characteristics 

Even when foot traffic doesn't show a brand’s clear regional dominance, location analytics can reveal other metrics that signal its unique potential. Take the Richmond-Petersburg, VA, designated market area (DMA), for example. In May 2024, BJ’s Wholesale Club led the DMA with 41.2% of wholesale club visits, while Costco was a close second with 37.3% of visits.

But despite BJ’s lead in visit share, Costco's Richmond audience was more affluent. Costco's visitors came from trade areas with a median household income (HHI) of $93.2K/year, compared to $73.1K/year for Sam’s Club and $89.5K/year for BJ’s. Additionally, Costco drew a higher share of weekday visits than its counterparts. 

Analyzing shopper habits and preferences across chains on a local level can provide crucial context for strategists working on media campaigns. Advertisers can partner with the brands most likely to attract consumers interested in their offerings, and identify where – and when – to focus their advertising efforts. 

Wawa Debuts Retail Media

Convenience stores, or c-stores, are emerging as destinations in and of themselves – and their rising popularity among a wider-than-ever swath of consumers opens up significant opportunities in the retail advertising space. 

A C-Store RMN Advantage

Wawa is a relative newcomer to the world of retail media, after other c-stores like 7-Eleven and Casey’s launched their networks in 2022 and 2023. But despite coming a bit late to the party, the potential for Wawa’s Goose Media Network is significant – thanks to a cadre of highly loyal visitors who enjoy the physical shopping experience the c-store chain offers.

In May 2024, Wawa’s share of loyal visitors (defined as those who visited the chain at least twice in a month) was 60.1%. In contrast, other leading c-store chains operating in Wawa’s market area – QuickTrip and 7-Eleven, for example – saw loyalty rates of 56.0% and 47.9%, respectively, for the same period. 

Additionally, Wawa visitors browsed the aisles longer than those at other convenience retailers. In May 2024, 39.9% of Wawa visitors stayed in-store for 10 minutes or longer, compared to 29.6% at QuickTrip and 25.7% at 7-Eleven.

Wawa's loyal customer base and longer visit durations make it a strong contender in the retail media space. By harnessing this high level of customer engagement, Wawa can draw in advertisers and develop targeted marketing strategies that resonate with its dedicated shoppers.

Doubling Down on Miami

Wawa has been on an expansion roll over the past few years, with plans to open at least 280 stores over the next decade in North Carolina, Tennessee, Georgia, Alabama, Ohio, Indiana, and Kentucky. The chain has also been steadily increasing its footprint in Florida – between January 2019 and April 2024, Wawa grew from 167 Sunshine State locations to 280, with more to come.

And analyzing changes in Wawa’s visit share in one of Florida’s biggest markets – the Miami-Ft. Lauderdale DMA – shows how successful the chain’s local expansion has been. Between January 2019 and April 2024, Wawa more than doubled its category-wide visit share in the Miami area (i.e. the portion of total c-store visits in the DMA going to Wawa) – from 19.0% to nearly 40.0%. 

A Growing and Evolving Audience

A look at changes in Wawa’s Miami-Ft. Lauderdale trade area shows that the chain’s growing visit share has been driven by an expanding market and an increasingly diverse audience. 

In April 2019, there were some 55 zip code tabulation areas (ZCTAs) in the Miami-Ft. Lauderdale DMA from which Wawa drew at least 3,000 visits per month. By April 2021, this figure grew to 96 – and by April 2024, it reached 129. 

Over the same period, the share of “Family Union” households in Wawa’s local captured market – defined by the Experian: Mosaic dataset as families comprised of middle-income, blue collar workers – nearly doubled, growing from 7.4% in April 2019 to 14.4% in April 2024.  

Final Thoughts

Retail media networks that make it easier to introduce shoppers to products and brands that are closely aligned with their preferences and habits offer a win-win-win for retailers, advertisers, and consumers alike. And Costco and Wawa are extremely well-positioned to make the most of this opportunity. 

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