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Placer.ai Mall Index: March 2024 Recap – Malls Rise Again
Shopping centers are making a comeback, with visits increasing year-over-year in February and March 2024. We take a closer look at some of the shifting mall visitation patterns here.
Shira Petrack
Apr 10, 2024
3 minutes

About the Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country. 

Key Takeaways: 

  • Year-over-year visits to Indoor Malls, Open-Air Shopping Centers, and Outlet Malls continue to grow. 
  • Fewer visitors across all three formats are treating malls as a one-stop-shop – which may actually serve as a positive indicator of malls’ resilience in 2024.  

Visits to Malls Up for Second Month in a Row 

Shopping centers are making a comeback. Following an unusually cold January that impacted retail visit trends across the country, mall visits increased year-over-year (YoY) in February 2024 and rose even higher in March: Last month, traffic to Indoor Malls, Open-Air Shopping Centers, and Outlet Malls was up 9.7%, 10.1%, and 10.7% respectively, compared to March 2023. 

The positive visitation trends along with the rising consumer sentiment numbers capping off the first quarter of 2024 bode well for retail in general and discretionary categories in particular – and may signal the end of the retail challenges that plagued much of 2022 and 2023.

bar graph: visits to malls positive across formats for second month in a row

Comparison to Pre-Pandemic Highlights Mall Comeback 

Comparing Q1 visits to malls in 2021, 2022, 2023, and 2024 to Q1 2019 further highlights the positive trajectory of the ongoing mall recovery. The data reveals that the pre-pandemic visit gap has been steadily narrowing over the past four years across all shopping center formats. And in Q1 2024, visits to Open-Air Shopping Centers even exceeded 2019 levels for the first time since the lockdowns – indicating that retail has not yet fully settled into a “new normal” and the post-COVID recovery story is still being written. 

bar graph: mall recovery is getting stronger by the year

Fewer Consumers Treat Malls Like a One-Stop-Shop 

But even as mall visit numbers may be returning to pre-pandemic levels, analyzing the visitor journey for malls in Q1 2019 and Q1 2023 – which looks at where mall visitors were directly before and after their mall visit – indicates that some mall-based shopping habits have shifted. 

Between Q1 2019 and Q1 2024, the share of shoppers coming to a mall directly from home or returning home directly following the mall visit decreased. And during the same period, the share of mall visitors coming from or going to dining venues or other retail locations before or after a mall visit generally increased across mall formats. The change in visitor journey between 2019 and 2024 indicates that more consumers are now visiting malls as one of multiple stops within a larger outing. 

The fact that consumers are still visiting malls, even if they are no longer treating shopping centers like a one-stop-shop can be seen as another testament of malls’ resilience: Despite the string of big-name retailers expanding off-mall in recent years, shoppers continue incorporating malls into their shopping and dining routines – even as they expand their outing to add stops to off-mall shopping or dining locations as well. 

bar graphs: fewer visitors treating malls as one-stop-shop

Consumers Still Want Malls 

Despite the years of mall apocalypse predictions, consumer behavior continues to showcase the central role that malls play in the U.S. retail landscape. And even as consumer habits change, top shopping centers have proven capable at adapting their offerings to current consumer appetites to maintain their relevance in 2024 and beyond. 

For more data-driven retail insights, visit our blog at placer.ai

This report 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
Placer.ai Office Index: March 2024 Recap
In March, location intelligence indicated that the office recovery needle was starting to move once again. But what’s happened since then? Has the momentum worn off, or is RTO still trending on the ground? 
Lila Margalit
Apr 9, 2024
3 minutes

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.

Is return-to-office picking up steam? 

Last month, location intelligence indicated that the office recovery needle was starting to move once again. Whether due to stricter corporate mandates – especially in the finance sector – or to employees seeking to reap the rewards of in-person collaboration and mentoring, office activity appeared to be on an upswing.

But what’s happened since then? Has the momentum worn off, or is RTO still trending on the ground? 

Key Takeaways

  • In March 2024, nationwide office visits were just 32.7% below March 2019 levels – and higher than nearly every other month since COVID. 
  • Miami and New York held onto their regional post-pandemic recovery leads, with impressively small respective visit gaps (compared to March 2019) of 14.1% and 17.2%.
  • Though San Francisco still had the biggest visit gap versus Pre-COVID (~50.0%), the city continued to lead other major hubs in year-over-year (YoY) office visit growth – perhaps reflecting the upswing in demand for office space that has observers bullish about local market prospects.

Office Visits Trending Upwards

Hybrid work may be here to stay – but the situation on the ground remains very much in flux. Last month, office visits nationwide were just 32.7% below what they were in March 2019 (pre-pandemic). This represents a significant narrowing of the visit gap in relation to March 2022 and March 2023 – when visits were down 48.2% and 36.3%, respectively.

And comparing monthly visits to a March 2022 baseline shows that visits last month were among the highest they’ve been since COVID. Only August 2023 (which had two more working days than March) and October 2023 featured higher visitation rates.

graphs: visits to office buildings nationwide got another boost in March 2024

Miami and New York Continue to Lead The Recovery 

Drilling down into the data for eleven major cities nationwide shows that Miami and New York are holding firmly onto their regional RTO leads – with less than a 20% visit gap compared to pre-pandemic levels. And RTO appears likely to continue apace in both cities, driven by tech companies in Miami and finance firms in the Big Apple. Indeed, in Miami, visits to office buildings in March 2024 were the highest they’ve been in four years. Washington, D.C., Dallas, Atlanta, and Denver also outperformed the nationwide baseline compared to pre-COVID, while Chicago, Boston, Houston, Los Angeles, and San Francisco lagged behind.

bar graph: Miami and New York Maintain their post-COVID office recovery lead

A San Francisco Turnaround?

But despite bringing up the rear for overall post-COVID office recovery, San Francisco has been experiencing outsize YoY office visit growth for some time now. And in March 2024, the city continued to lead the regional YoY visit recovery pack – tied for first place with Washington, D.C.

bar graph: San Francisco and Washington DC lead in YoY office visit growth

Given San Francisco’s stubbornly large post-COVID visit gap, it may come as no surprise that the city’s office vacancy rate is higher than it’s ever been. But demand for office space in San Francisco is back on the rise, leading market observers to conclude that bright times may be ahead for the local market. 

San Francisco’s strong YoY office visit performance may be a reflection of this increased demand, providing another sign of good things to come in the Golden Gate city.  

A Work (Still) in Progress

Remote work carries plenty of benefits, but a variety of factors – from Gen Z work-from-home fatigue to the better wages and opportunities available to on-site employees – are driving increased office attendance. And if March 2024 data is any indication, further shifts in the RTO/WFH balance may yet be in the cards. 

For more data-driven return-to-office updates, follow Placer.ai.

This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection. ‍

Article
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. 

Reports
INSIDER
Unlocking Potential in Underserved Grocery Markets
Dive into the location analytics to uncover potential growth markets in regions with limited grocery store availability.
June 6, 2024
6 minutes

Note: This report is based on an analysis of visitation patterns for regional and nationwide grocery chains and does not include single-location stores. 

Understanding Grocery Store Chain Distribution

Grocery stores, superstores, and dollar stores all carry food products – and American consumers buy groceries at all three. But even in today’s crowded food retail environment, traditional grocery chains have a special role to play. With their primary focus on stocking a wide variety of fresh foods, these chains serve a critical function in offering consumers access to healthy options. 

But visualizing the footprints of major grocery chains across the continental U.S. – alongside those of discount & dollar stores – shows that the geographical distribution of grocery chains remains uneven.

In some areas, including parts of the Northeast, Midwest, South Atlantic, and Pacific regions, grocery chains are plentiful. But in others – some with population centers large enough to feature a robust dollar store presence – they remain in short supply.

And though many superstore locations also provide a full array of grocery offerings, they, too, are often sparsely represented in areas with low concentrations of grocery chains. 

For grocery chain operators seeking to expand, these underserved grocery markets can present a significant opportunity. And for civic stakeholders looking to broaden access to healthy food across communities, these areas highlight a policy challenge. For both groups, identifying underserved markets with significant untapped demand can be a critical first step in deciding where to focus grocery development initiatives.

This white paper dives into the location analytics to examine grocery store availability across the United States – and harnesses these insights to explore potential demand in some underserved markets. The report focuses on locations belonging to regional or nationwide grocery chains, rather than single-location stores. 

Untapped Grocery Markets

Last year, grocery chains accounted for 43.4% of nationwide visits to food retailers – including grocery chains, superstores, and discount & dollar stores. But drilling down into the data for different areas of the country reveals striking regional variation – offering a glimpse into the variability of grocery store access throughout the U.S.  In some states, grocery stores attract the majority of visit share to food retailers, while in others, dollar stores or superstores dominate the scene. 

The ten states where residents were most likely to visit grocery chains in early 2024 – Oregon, Vermont, Washington, Massachusetts, California, Maryland, New Hampshire, Connecticut, New Jersey, and Rhode Island – were all on the East or West Coasts. In these states, as well as in Nevada and New York, grocery chain visits accounted for 50.0% or more of food retail visits between January and April 2024.

Meanwhile, residents of many West North Central and South Central states were much less likely to do their food shopping at grocery chains. In North Dakota, for example, grocery chain visits accounted for just 11.7% of visits to food retailers over the analyzed period. And in Mississippi, Oklahoma, and Arkansas, too, grocery stores drew less than 20.0% of the overall food retail foot traffic. 

YoY Visit Growth Data Highlights Strong Grocery Demand In Some States

But low grocery store visit share does not necessarily indicate a lack of consumer interest or ability to support such stores. And in some of these underserved regions, existing grocery chains are seeing outsize visit growth – indicating growing demand for their offerings. 

North Dakota, the state with the smallest share of visits going to grocery chains in early 2024, experienced a 9.1% year-over-year (YoY) increase in grocery visits during the same period – nearly double the nationwide baseline of 5.7%. Other states with low grocery visit share, including Nebraska, Arkansas, Alabama, Mississippi, and New Mexico, also experienced higher-than-average YoY grocery chain visit growth. This suggests significant untapped potential for grocery stores and a market that is hungry for more. 

Alabama Bound: Identifying Grocery Markets With Increasing Demand

Alabama is one state where grocery chains accounted for a relatively small share of overall food retail foot traffic in early 2024 (just 28.9%) – but where YoY visit growth outperformed the nationwide average. And digging down even further into local grocery store visitation trends provides further evidence that at least in some places, low grocery visit share may be due to inadequate supply, rather than insufficient demand. 

In Central Alabama, for example, many residents drive at least 10 miles to reach a local grocery chain. And several parts of the state, both rural and urban, feature clusters of grocery stores that draw customers from relatively far away.

But zooming in on YoY visitation data for local grocery chain locations shows that at least some of these areas likely harbor untapped demand. Take for example the Camden, Butler, Thomasville, and Gilbertown areas (circled in the map above). The Piggly Wiggly location in Butler, AL, drew 40.1% of visits from 10 or more miles away. The same store experienced a 23.3% YoY increase in visits in early 2024 –  far above the statewide baseline of 6.6%. Meanwhile, the Super Foods location in Thomasville, AL, which drew 52.8% of visits from at least 10 miles away – experienced YoY visit growth of 12.3%. The Piggly Wiggly locations in Camden, AL and Gilbertown, AL saw similar trends. 

At the same time, trade area analysis of the four locations reveals that the grocery stores had little to no trade area overlap during the analyzed period. Each store served specific areas, with minimal cannibalization among customer bases.

These metrics appear to highlight robust demand for grocery stores in the region – grocery visits are growing at a stronger rate than those in the overall state, people are willing to make the drive to these stores, and each one has little to no competition from the others. 

Increasing Access to Fresh Food in Greenville County, SC

While significant opportunity exists across the country, many communities still face considerable challenges in supporting large grocery stores. Though South Carolina has a significant number of grocery chain locations, for example, certain areas within the state have low access to food shopping opportunities. And one local government – Greenville County – is considering offering tax breaks to grocery stores that set up shop in the area, to improve local fresh food accessibility.

Assessing Local Demand – And Preferences

Placer.ai migration and visitation data shows that Greenville County is ripe for such initiatives: the county’s population grew by 4.8% over the past four years – with much of that increase a result of positive net migration. And YoY visits to Greenville County Grocery Stores have consistently outperformed state averages: In April 2024, grocery visits in the county grew by 6.1% YoY, while overall visits to grocery stores in South Carolina grew by 4.2%. This growth – both in terms of grocery visits and population – points to rising demand for grocery stores in Greenville County. 

Analyzing the Greenville County grocery store trade areas with Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – offers further insight into local grocery shoppers’ particular demand and preferences. 

Consumers in Greenville-area grocery store trade areas, for example, are more likely to be interested in “Mid-Range Grocery Stores” (including brands like Aldi, Kroger, and Lidl) than residents of grocery store trade areas in the state as a whole. This metric provides further evidence of local demand for grocery chains – and offers a glimpse into the kinds of specific grocery offerings likely to succeed in the area. 

Final Thoughts 

Grocery stores remain essential services for many consumers, providing a place to pick up fresh produce, meat, and other healthy food options. And many areas in the country are ripe for expansion, with eager customer bases and growing demand. Identifying such areas with location analytics can help both grocery store operators and municipal stakeholders provide their communities and customer bases with an enhanced grocery shopping experience that caters to local preferences. 

INSIDER
Migration Hotspots in a Cool 2024 Market
Discover which metro areas are still attracting new residents – and what’s drawing people to emerging hotspots.
May 23, 2024
5 minutes

Slowing Domestic Migration

Following COVID-era highs, domestic migration levels have begun to taper off – with the number of Americans moving within the U.S. hitting an all-time low, according to some sources, in 2023

To be sure, some popular COVID-era destinations – including Idaho, the Carolinas, and Utah – saw their net domestic migration continue to rise, albeit at a slower pace. But other states which had been relocation hotspots between February 2020 and February 2023, such as Wyoming and Texas, experienced negative net migration between February 2023 and February 2024. 

Hotspots in a Cool Market

Analyzing CBSA-level migration data reveals differences and similarities between last year’s migration patterns and COVID-era trends. 

Between February 2020 and February 2023, seven out of the ten CBSAs posting the largest population increases due to inbound domestic migration were located in Florida. But between February 2023 and February 2024, the top 10 CBSAs with the largest net migrated percent of the population were significantly more diverse. Only four out of the ten CBSAs were located in Florida, and several new metro areas – including Provo-Orem, UT, Kingsport-Bristol, TN-VA, and Boulder, CO – joined the list. 

This white paper leverages a variety of location intelligence tools – including Placer.ai’s Migration Report, Niche Neighborhood Grades, and ACS Census Data location intelligence – to analyze two migration hotspots. Specifically, the report focuses on Daytona Beach, FL, which already appeared on the February 2020 to February 2023 list and has continued to see steady growth, and Boulder, CO, which has emerged as a new top destination. The data highlights the potential of CBSAs with unique value propositions to continue to attract newcomers despite ongoing housing headwinds. 

High Tech's New Frontier – Boulder, CO 

The Boulder, CO CBSA has emerged as a domestic migration hotspot: The net influx of population between February 2023 and February 2024  (i.e. the total number of people that moved to Boulder from elsewhere in the U.S., minus those that left) constituted 3.1% of the CBSA’s February 2024 population.

The strong migration is partially due to the University of Colorado, Boulder’s growing popularity. But the metro area has also emerged as a flourishing tech hub, with Google, Apple, and Amazon all setting up shop in town, along with a wealth of smaller start ups.  

Moving in from Los Angeles & San Francisco – But Also Chicago, Dallas, and New York

Most domestic relocators tend to remain within state lines – so unsurprisingly, many of the recent newcomers to Boulder moved from other CBSAs in Colorado. But perhaps due to Boulder’s robust tech ecosystem, many of the new residents also came from Los Angeles, CA (6.6%) and San Francisco, CA (3.4%) – other CBSAs known for their thriving tech scenes

At the same time, looking at the other CBSAs feeding migration to the area indicates that tech is likely not the only draw attracting people to Boulder: A significant share of relocators came from the CBSAs of Chicago, IL (6.1%), Dallas , TX (4.9%), and New York, NY (3.9%). The move from these relatively urbanized CBSAs to scenic Boulder indicates that some of the domestic migration to the area is likely driven by people looking for better access to nature or a general lifestyle change. 

Boulder’s Quality of Life Attracting Migration

According to the U.S. News & World Report, Boulder ranked in second place in terms of U.S. cities with the best quality of life. Using Niche Neighborhood Grades to compare quality of life attributes in the Boulder CBSA and in the areas of origin dataset highlights some of the draw factors attracting newcomers to Boulder beyond the thriving tech scene. 

The Boulder CBSA ranked higher than the metro areas of origin for “Public Schools,” “Health & Fitness,” “Fit for Families,” and “Access to Outdoor Activities.” These migration draw factors are likely helping Boulder attract more senior executives alongside younger tech workers – and can also explain why relocators from more urban metro areas may be choosing to make Boulder their home.

Boulder’s strong inbound migration numbers over the past year – likely driven by its flourishing tech scene and beautiful natural surroundings – reveal the growth potential of certain CBSAs regardless of wider housing market headwinds. 

Sun, Sand, and Daytona Beach

Florida experienced a population boom during the pandemic, and several CBSAs in the state – including the Deltona-Daytona Beach-Ormond Beach, FL CBSA – have continued to welcome domestic relocators in high numbers. The CBSA’s anchor city, Daytona Beach – known for its Bike Week and NASCAR’s Daytona 500 – has also seen positive net migration between February 2023 and February 2024. 

An Attractive Destination for Older Americans

Americans planning for retirement or retirees operating on a fixed income are likely particularly interested in optimizing their living expenses. And given Daytona’s relative affordability, it’s no surprise that the median age in the areas of origin feeding migration to Daytona Beach tends to be on the older side. 

According to the 2021 Census ACS 5-Year Projection data, the median age in Daytona Beach was 39.0. Meanwhile, the weighted median age in the areas of migration origin was 42.6, indicating that those moving to Daytona Beach may be older than the current residents of the city. 

Zooming into the migration data on a zip code level also highlights Daytona Beach’s appeal to older Americans: The zip code welcoming the highest rates of domestic migration was 32124, home to both Jimmy Buffet’s Latitude Margaritaville’s 55+ community and the LPGA International Golf Club, host of the LPGA Tour. The median age in this zip code is also older than in Daytona Beach as a whole, and the weighted age in the zip codes of origin was even higher – suggesting that older Americans and retirees may be driving much of the migration to the area.

Daytona’s Migration Draw Factors 

Looking at the migration draw factors for Daytona Beach also suggests that the city is particularly appealing to retirees, with the city scoring an A grade for its “Fit for Retirees.” But the city of Daytona Beach is also an attractive destination for anyone looking to elevate their leisure time, with the city scoring higher than Daytona Beach’s cities of migration origin for “Weather,” “Access to Restaurants,” or “Access to Nightlife.”

Like Boulder, Daytona’s scenery – including its famous beaches – is likely attracting newcomers looking to spend more time outdoors and improve their work-life balance. And like Boulder and its tech scene, Daytona Beach also has an extra pull factor – its affordability and fit for older Americans – that is likely helping the area continue to attract new residents, even as domestic migration slows down nationwide. 

Opportunities for Growth Amidst Slowing Migration 

Although the overall pace of domestic migration has slowed, analyzing location intelligence data reveals several migration hotspots amidst the overall cooldown. Boulder and Daytona Beach each have a set of unique draw factors that seem to attract different populations – and the success of these regions highlights the many paths to migration growth in 2024.  

INSIDER
Winning Strategies for a Stabilizing Fitness Market
Gym visits are stabilizing following two years of post-pandemic growth - and staying on top of changing consumer preferences can help fitness studios continue driving visits.
May 16, 2024
6 minutes

Fitness Segment Back In Shape

The Fitness industry was a major post-pandemic winner. Visits to gyms across the country surged as stay-at-home orders ended and people returned to their in-person workout routines. And even as consumers reduced discretionary spending in the face of inflation, they kept going to the gym – finding room in their budgets for the chance to embrace wellness and get in shape while interacting with other people.

But no category can sustain such unabated growth forever – and as the segment inevitably stabilizes, gyms will need to stay nimble on their feet to maintain their competitive edge. 

This white paper takes a closer look at the state of Fitness as the category transitions into a more stable growth phase following two years of outsize post-pandemic demand. The report digs into the location analytics to reveal how the Fitness space has changed – and what strategies gyms can adopt to stay ahead of the pack. 

*This report excludes locations within Washington state due to local legislation.

Stability Is The Name Of The Game

Monthly visits to the Fitness category have grown consistently year over year (YoY) since early 2022, when COVID subsided and gyms returned to full capacity. And the segment is still doing remarkably well. Even in January and March 2024 – when visits were curtailed by an Arctic blast and by the Easter holiday weekend – YoY Fitness visits remained positive, despite the comparison to an already strong 2023.  

Still, recent months have seen smaller YoY increases than last year, indicating that the Fitness category is entering a more normalized growth phase. 

Leaning Into Evolving Consumer Preferences

By keeping a close watch on evolving consumer preferences, fitness chains can uncover new opportunities for growth and adaptation within a stabilizing market – including leaning into increasingly popular dayparts.  

Late Afternoon And Evening Visits On The Rise

Examining the evolving distribution of gym visits by daypart over the past six years shows that major shifts were brought on by the COVID-19 pandemic. 

Between Q1 2019 and Q1 2021, as remote work took hold, gyms saw their share of 2:00 PM - 5:00 PM visits increase from 15.8% to 18.6%. Though this trend partially reversed as the pandemic receded, afternoon visits remained elevated in Q1 2024 compared to pre-COVID – likely a reflection of hybrid work patterns that leave people free to take an exercise break during their workdays.

At the same time, the share of morning visits to fitness chains (between 8:00 AM and 11:00 AM) dropped from 20.5% in Q1 2019 to 17.2% in Q1 2024, while evening visits (between 8:00 PM and 11:00 PM) increased from 11.3% to 13.2%. 

Gyms that recognize this changing behavior can adapt to new workout preferences – whether by incentivizing morning visits, scheduling popular classes mid-afternoon, or offering extended evening hours.  

Evening Workouts Provide Gains

In fact, the data indicates that gyms that are leaning into the evening workout trend are already finding success: Of the top 12 most-visited gym chains in the country, those that saw bigger increases in their shares of evening visits also tended to see greater YoY visit growth. 

EōS Fitness and Crunch Fitness, for example, have seen their shares of evening visits grow by 5.5% and 3.4%, respectively, since COVID – and in Q1 2024, their YoY visits grew by 29.0% and 21.8%, respectively. Other chains, including 24 Hour Fitness and Chuze Fitness, experienced similar shifts in visit patterns. At the same time, LA Fitness saw just a minor increase in its share of evening visits between Q1 2019 and Q1 2024, and a correspondingly small increase in YoY visits. 

As the evening workout slot gains popularity, gym operators that can adapt to these new trends and encourage evening visits may see significant benefits in the years to come.

Young Gym-Goers Driving Success

Diving into demographic data for the analyzed gym chains sheds light on some factors that may be driving this heightened preference for evening workouts at top-performing gyms. 

The four fitness chains that experienced the greatest YoY visit boosts in Q1 – Crunch Fitness, EōS Fitness, 24 Hour Fitness, and Chuze Fitness all featured trade areas with significantly higher-than-average shares of Young Professionals and Non-Family Households. (STI: PopStat’s Non-Family Household segment includes households with more than one person not defined as family members. Spatial.ai: PersonaLive’s Young Professional consumer segment includes young professionals starting their careers in white collar or technical jobs.) 

In plainer terms, these consumer segments – typically young, well-educated, and without children – and therefore more likely to be flexible in their workout times – are driving visits to some of the best-performing gyms across the country. And these audiences seem to be displaying a preference for nighttime sweat sessions – a factor that gyms can take into account when planning programming and marketing efforts. 

Attracting Niche Markets

Leaning into emerging gym visitation patterns is one way for fitness chains to thrive in 2024 – but it isn’t the only marker of success for the segment. Even after years of visit growth, the market remains open to new opportunities and innovations that meet health-conscious consumers where they are. 

Striding Towards Success

STRIDE Fitness, a gym that offers treadmill-based interval training, has sparked a trend among running enthusiasts. This niche player is finding success, particularly among a specific demographic: runners and endurance training enthusiasts. 

Between January and April 2024, monthly YoY visits to STRIDE Fitness consistently outperformed the wider Fitness space. A standout month was January, when STRIDE Fitness’s visits soared by an impressive 33.6% YoY, surpassing the industry average of 5.7% for the same period.

Psychographic data from the Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – suggests that STRIDE Fitness’ trade areas are well-positioned to attract those visitors most open to its offerings. Residents of STRIDE Fitness’s potential market are 24% more likely to be, or to be interested in, Endurance Athletes than the nationwide average – compared to just 3% for the Fitness industry as a whole. Similar patterns emerge for Marathon Runners and Triathlon Participants. This indicates that the chain is well-situated near consumers with a passion for endurance sports and long distance running, helping it maintain a competitive edge in the crowded gym market. 

Pickleball Craze Sends Visits Soaring

Pickleball, a game that blends elements of tennis, ping pong, and badminton, is the fastest-growing sport in the country. And recognizing its broad appeal, some fitness chains have begun incorporating pickleball courts into their facilities. 

Arizona-based EōS Fitness added a pickleball court at a Phoenix, AZ location – and early 2024 data highlights the impact of this addition. Between January and April 2024, the location drew between 9.1% and 33.3% more monthly visits than the chain’s Arizona visit-per-location average. 

And analyzing the demographic profile of the chain’s location with a pickleball court reinforces the game’s increasingly wide appeal. Young consumer segments have been embracing the game in large numbers – and the Phoenix EōS Fitness location’s potential market includes a significantly higher share of 18 to 34-year-olds than the chain’s overall Arizona potential market. Residents of the pickleball location’s trade area are also less affluent than the chain’s Arizona average. 

Pickleball has typically been associated with more affluent consumer segments, and it seems like this may be shifting. With more people than ever embracing the game, gyms that choose to add courts to their facilities may reap the foot traffic benefits. 

Something For Everyone

The Fitness industry has undergone a significant transformation since COVID-19. The category’s outsize post-pandemic visit growth has begun to stabilize, and gyms are staying ahead by adapting to changing consumer preferences. Evenings are emerging as crucial dayparts for gym operators, likely driven by younger consumer segments. And niche fitness chains are seeing visit success, proving that there are plenty of ways for the Fitness segment to succeed.

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