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Against the backdrop of what remains a challenging time for full-service restaurants (FSRs), we dove into the data to check in with three of America’s leading FSR chains – First Watch, Texas Roadhouse, and Applebee’s. How did they fare in Q2 2024? And what lies in store for them in the months ahead?
First Watch has emerged as a rising star in recent years, rapidly expanding its footprint while at the same time taking pains to preserve the feel of a small, local eatery. The restaurant is nimble on its feet – growing its audience through a strategy centered on continual menu innovation and special seasonal offerings.
In the past year alone, First Watch added dozens of new locations to its fleet. And foot traffic data shows that the chain’s aggressive growth strategy is meeting robust demand. In Q2 2024, YoY visits to First Watch grew by 16.0%, far outperforming FSR and diner & breakfast chain averages. And perhaps more importantly, the average number of visits to each individual First Watch restaurant rose 5.8% over the same period.
Texas Roadhouse is another chain that has been crushing it in 2024 – and not just on Father’s Day. Over the past year, the popular steakhouse opened some 30 new U.S. locations, and plans to continue expanding this year.
And foot traffic data shows that Texas Roadhouse’s high-quality, affordable offerings are resonating with consumers. Despite inflation-driven price hikes, YoY visits to the chain have continued to grow. And though some of this increase is due to the restaurant’s expansion, the average number of visits per location has also been on the rise: Between January and June 2024, Texas Roadhouse experienced near-consistent YoY visit and visit-per-location growth. Only in January and in April did visits per location falter, likely due to January’s inclement weather and an April Easter calendar shift.
On a quarterly basis, too, foot traffic to Texas Roadhouse increased 6.2% in Q2 2024 – significantly outpacing averages for both steakhouses (2.6%) and full-service restaurants (1.2%).
Like many full-service restaurants, Dine Brands’ Applebee’s has faced its share of headwinds in recent years. Over the past 12 months, Applebee’s shuttered at least 30 locations, contributing to a drop in the chain’s overall foot traffic. But analyzing changes in the average number of visits to each Applebee’s restaurant shows that the closures may actually be helping to put Applebee’s back on a firmer footing.
In Q2 2023, visits to Applebee’s nationwide declined 3.7% YoY, while the average number of visits per location dropped 2.7%. Since then, the chain’s YoY visit gap has narrowed – while the average number of visits per location has begun to increase. And in Q2 2024, Applebee’s closed its overall YoY visit gap and grew its visits per location by 2.3%. Though the chain has yet to return to positive unit growth, the rightsizing of its fleet appears to be bolstering Applebee’s remaining stores – positioning it for long-term success.
Full-service restaurants have had a tough time in recent years, and concerns that consumer spending may moderate as the year wears on continue to weigh on the industry. Still, foot traffic data suggests that consumers are once again visiting restaurants – fueling expansion for First Watch and Texas Roadhouse, and helping shore up Applebee’s long-term prospects.
What does the rest of 2024 have in store for restaurant chains?
Follow Placer.ai’s data-driven restaurant analyses to find out.
Albertsons Companies, Inc. is one of the country’s largest grocery holding companies. The company operates various well-known grocery banners, including Albertsons, Safeway, Jewel-Osco, and Shaw's Supermarket.
We examined the visit performance of some of the brand’s major banners to see how they are faring as the second half of the year gets underway.
Albertsons Companies, Inc. operates over 2,200 stores across 36 states, and Safeway, with 918 stores, is the company’s largest banner by far. Unsurprisingly, Safeway also pulls in the greatest share of visits, accounting for 44.5% of foot traffic to Albertsons brands between January and June 2024. Albertsons and Jewel-Osco banners, with 379 and 188 stores, respectively, accounted for 17.9% and 10.7% of all visits to the company’s portfolio in H1 2024. The remaining 27.6% of visits went to smaller brands, including VONS (8.5%), ACME Markets (5.7%), and Shaw’s Supermarket (4.7%).
A look at recent visits to some of Albertsons' major banners shows that the brand has fared well in a period noted for value grocery dominance. Though Albertsons brands fall squarely into the traditional grocery store category, its banners experienced near-consistent YoY visit growth in H1 2024, with June 2024 visits between 5.7% and 11.7% higher than they were in June 2023.
Recognizing the increased focus among grocery shoppers on value, Albertsons has been enhancing its loyalty program, initially launched in 2021 and revamped in April 2024. The new "Albertsons for U" program unified its points currency while adding new perks, including discounts on groceries and gas for enrolled members. And the program seems to be spurring shoppers to do their weekly shopping at the company’s various banners.
The percentage of visits to Albertsons banners made by customers visiting a chain at least four times in a month increased each year analyzed. For example, in June 2022, 54.8% of Safeway visits came from shoppers who visited the chain at least four times during the month; by June 2024, that number increased to 56.3%. Similarly, the share of visits to Jewel-Osco from weekly shoppers increased from 54.8% to 57.1% over the same period. These patterns repeated at Shaw's Supermarket, ACME Markets, United Supermarkets, VONS, and Tom Thumb.
The rise in loyalty rates across all banners indicates that Albertsons’ focus on enhancing customer experience and engagement has paid off. As the chain continues to lay the groundwork for its planned merger with Kroger, its increasingly loyal customer base will remain a powerful asset.
Albertsons remains one of the most dominant grocery holding companies in the country, and its banners have maintained strong yearly growth, both in terms of visits and loyalty.
Will visits to Albertsons brands continue to grow into the second half of the year?
Visit Placer.ai to keep on top of the latest grocery insights.
Professional sports rank among the most profitable industries for sponsorships and brand partnerships. These partnerships, such as Nike's collaboration with the NFL or Coca-Cola's long-standing relationship with the Olympics, offer immense value through enhanced brand visibility and increased consumer engagement.
Today, we took a look at two sports partnership agreements – one between DICK’s Sporting Goods and the Boston Celtics and Red Sox, and another between BIGGBY COFFEE and the Detroit Tigers – to explore the impact of these deals.
DICK’s Sporting Goods recently announced a major partnership with Boston’s beloved Celtics (NBA) and Red Sox (MLB) teams. The partnership was announced shortly after the grand opening of Boston’s new DICK’s House of Sport venue at 760 Boylston Street – which was attended by Red Sox and Celtics legends like David Ortiz and Larry Bird. In addition to signage and logo placement at TD Garden and Fenway Park, the deal grants DICK’s IP rights to be used locally, both in the House of Sport and online.
A look at cross-visitation patterns between DICK’s Sporting Goods and TD Garden and Fenway Park shows that this partnership is likely to be beneficial to both sides. The share of stadium visitors that also visited DICK’s Sporting Goods (nationwide) rose in May and June 2024, outpacing last year’s levels. And a respective 35.4% and 23.9% of visitors to DICK’s new local House of Sport in May and June 2024 also visited Fenway Park and TD Garden – more than the share that visited other major Boston landmarks like Faneuil Hall.
Comerica Park in Detroit, Michigan, which hosts the Detroit Tigers baseball team, launched a partnership with Michigan-based BIGGBY COFFEE in 2023.
Since the partnership began, there has been a noticeable rise in visits to local BIGGBY COFFEE locations. During the 2023 baseball season, visits per location to BIGGBY COFFEE in the Detroit area were 6.3% higher than during the 2022 season – while nationwide visits per location to the chain dropped slightly compared to the previous year, with 0.3% fewer visits than in 2022%.
Similarly, the share of Comerica Park visitors frequenting a BIGGY COFFEE location at least once during the baseball season increased after the sponsorship deal. In 2022, 21.7% of visitors to Comerica Park also visited a BIGGBY; by 2023, this share increased to 25.8%.
The marriage of sports and sponsorships is a long-standing one – and harnessing location analytics can help sports leagues and teams find partnerships that resonate with sports fans.
For more data-driven marketing insights, visit Placer.ai.
We’ve discussed the meteoric rise of warehouse clubs, particularly in relation to their mass merchant counterparts so far in 2024. Clubs continue to provide all three components of what makes retail successful today; unique products, value and a positive in-store experience. And as we previously highlighted, each club has its unique value proposition that drives engagement with its members.
A few weeks ago, at the Bank of America London Investor Conference, Walmart CFO John David Rainey, spoke about the growth of Sam’s Club and the relationship between that growth and Millennials and Gen Z cohorts. He mentioned that those two groups represent the highest level of growth to the Sam’s Club business, and logically, against the backdrop of changes across the retail industry, this makes sense. As this group ages into the family formation life stage, their retail needs change, and coupled with migration patterns since the pandemic, most likely more space means more bulk.
Using Placer’s foot traffic estimates and Experian Mosaic lifestyle cohorts, we compared the first six months of 2019 to the first six months of this year to determine if this trend also was reflected in consumer visits. Costco showed a 50-basis-point increase in visits from trade areas with a higher percentage of Singles and Starters and Promising Families, both groups that align with Millennial and Gen Z life stages. Those cohorts also represented the highest levels of change over the five years of any group of Costco trade area constituents.
Sam’s Club tells a similar story, if not one that is even more compelling. Singles & Starters, as of 2024, represented the highest percentage of visitors, and increased 80 basis points from 2019. Promising Families also increased by 20 basis points over the same period, while many segments of more mature consumers declined in percentage over the five year period. Both Sam’s Club and Costco have grown visits so far in 2024, and it’s likely that the growth is being fueled by younger shoppers.
Migration from urban environments to more suburban and rural areas as well as aging into larger spaces both could play a role in the growth in popularity of warehouse clubs by younger consumers. This sector of retail relies on, and greatly benefits from loyalty, and getting buy-in from elusive younger consumers can provide some more long-term stability for Sam’s Club and Costco. With Costco’s announcement this week that it will be raising prices on memberships for the first time since 2017, focusing on those newer, younger members with higher earning potential may help to alleviate some of the pressure. Younger visitors may be enticed by the food court, stocking up on essentials or impulsive items, and warehouse clubs are welcoming this next wave of consumers through their doors.
Food retail’s “Battle Royale” officially moved on to its next round with the introduction of McDonald’s $5 Meal Deal on June 25. We’ve previously discussed how value-oriented grocers have disrupted McDonald’s and the broader QSR category and how casual dining chains shot the first shots in this summer’s value wars with extreme value offerings, but given McDonald’s reach, we wanted to take a closer look at this promotion and its ripple effect across the food retail landscape.
The Placer Blog looked at the impact of several recent limited time offers across the restaurant industry this week, but we thought we’d specifically look at McDonald’s and its direct competitors. After slower year-over-year visitation trends during April and the first half of May, we saw much stronger trends across the QSR category in June, especially those with bundled meal promotions like Jack in the Box, Wendy’s, Arby’s, and Burger King. McDonald’s visits actually declined year-over-year during the first week of the $5 Meal Deal promotion, but that was more of a function of lapping last year’s viral Grimace Shake promotion (the strength of the year-over-two-year visit trends below also supports this). Last week’s visitation trends accelerated on both a one- and two-year basis, reinforcing how important value is for driving visits for QSR consumers.
While consumers have responded positively to McDonald’s and other QSR chains’ bundled value promotions, we’ve yet to see a material impact on grocery visits over the same time period (both value and conventional grocers continue to see positive year-over-year growth). To us, there are probably a few reasons for this: (1) grocery stores have also been promotional over the corresponding period, something we’ve called out a few times the past few months; (2) consumers are still shopping a wider number of total food retail locations as they seek out deals and have incorporated QSR bundled value meals into their current shopping behavior; and (3) distortion in year-over-year numbers due to last week’s 4th of July holiday (which saw strong year-over-year visit trends).
As inflation continues to squeeze household budgets, restaurants are turning to limited-time offers (LTOs) to attract cost-conscious consumers. These promotions help create buzz among patrons and drive foot traffic.
We take a closer look at several dining chains – Buffalo Wild Wings, Starbucks, Chili’s, and McDonald’s – to see how their recent LTOs were received by diners.
Buffalo Wild Wings is no stranger to limited-time offers – the chicken-centric restaurant gave away free chicken wings after this year’s Superbowl went into overtime, marked National Beer Day with $5 beers, and offered a whole slew of March Madness deals.
The chain’s recently introduced LTO – unlimited boneless wings every Monday and Wednesday for just $19.99 – launched on May 13th, and is slated to run through July 10th, 2024. And comparing visitation patterns during the seven-week period immediately following the launch (May 12th - June 29th, 2024) to those during the seven-week period preceding the launch (March 24th - May 11th, 2024), shows just how well-received this LTO has been.
Foot traffic to Buffalo Wild Wings rose 8.1% immediately after the launch, largely due to outsized Monday and Wednesday visit increases of 45.6% and 49.3%, respectively. And during the seven-week period following the introduction of the LTO, the chain’s share of Monday visits shot up from 9.1% to 12.3%, while its share of Wednesday visits increased from 10.2% to 14.1%.
Starbucks has been leaning into value offerings – and in addition to its new “pairings” menu, the coffee giant also rolled out a limited-time 50% Friday discount exclusively for app users, which began on May 10th, 2024 and lasted through the month. Analyzing Starbucks’ visitation patterns shows that the promotion led to a significant increase in Friday foot traffic at Starbucks locations nationwide.
Compared to the year-to-date average, visits to Starbucks on Fridays following the launch experienced a noticeable increase in visits. Where the visits to Starbucks on Friday May 3rd, before the promotion launched, were 1.1% lower than the year-to-date (YtD) Friday visit average, visits on May 10th – when the promotion launched – jumped by 20.0% above the YTD visit average.
This special, which excluded hot brewed coffee and tea, seems to have met people’s desires for a refreshing afternoon or pre-weekend pick-me-up.
On April 29th, 2024, Chili's Grill & Bar revamped its "3 for Me" menu, which offers customers a customizable three-course meal at a value price – and weekly YoY visits to Chili’s have been strongly elevated ever since. Even before the updated menu roll out, YoY foot traffic to Chili’s was largely positive, reaching 8.6% in the week of April 1st, 2024. But since the kickoff, YoY visits have remained consistently higher – and have yet to taper off.
In addition to Chili’s new Big Smasher Burger, another menu item that seems to be driving excitement is its chicken sandwich – an offering that tends to increase foot traffic wherever it shows up.
McDonald’s has also been a leader at boosting visits by offering limited edition sauces, drinks, and deals. And the chain’s most recent LTO leans hard on consumers’ recent affinity for value. On June 25th, 2024, the chain announced a $5 Meal Deal, which includes a McDouble or McChicken, 4-piece Chicken McNuggets, small fries, and a small soft drink.
These deeply discounted prices are likely to be particularly appealing to customers against the backdrop of McDonald’s rising menu prices, which have been significantly impacted by inflation. Indeed, foot traffic to the chain jumped following the $5 special launch, with visits to McDonald’s exceeding year-to-date daily visit averages.
The Tuesday of the launch – June 25th – was McDonald’s busiest Tuesday of the year thus far (outpaced since by July 2nd), drawing 8.0% more visits than the year-to-date Tuesday average. And similar patterns repeated across all days following the launch, signifying how well-received this special has been among McDonald’s fans.
The foot traffic boosts provided by these limited-time-offers prove that, in times of inflationary pressure, a good deal can continue to bring visitors into a fast-food spot.
How will the dining value wars continue to play out in the months ahead?
Visit Placer.ai to find out.
Everybody loves coffee. And with some 75% of American adults indulging in a cup of joe at least once a week, it’s no wonder the industry is constantly on an upswing.
In early 2024, year-over-year (YoY) visits to coffee chains increased nationwide – with every state in the continental U.S. experiencing year-over-year (YoY) coffee visit growth.
The most substantial foot traffic boosts were seen in smaller markets like Oklahoma (19.4%), Wyoming (19.3%), and Arkansas (16.9%), where expansions may have a more substantial impact on statewide industry growth. But the nation’s largest coffee markets, including Texas (10.9%), California (4.2%), Florida (4.2%), and New York (3.5%), also experienced significant YoY upticks.
The nation’s coffee visit growth is being fueled, in large part, by chain expansions: Major coffee players are leaning into growing demand by steadily increasing their footprints. And a look at per-location foot traffic trends shows that by and large, they are doing so without significantly diluting visitation to existing stores.
On an industry-wide level, visits to coffee chains increased 5.1% YoY during the first five months of 2024. And over the same period, the average number of visits to each individual coffee location declined just slightly by 0.6% – meaning that individual stores drew just about the same amount of foot traffic as they did in 2023.
Drilling down into chain-level data shows some variation between brands. Dutch Bros., BIGGBY COFFEE and Dunkin’ all saw significant chain-wide visit boosts, accompanied by minor increases in their average number of visits per location.
Starbucks, for its part, which reported a YoY decline in U.S. sales for Q2 2024, maintained a small lag in visits per location. But given the coffee leader’s massive footprint – some 16,600 stores nationwide – its ability to expand while avoiding more significant dilution of individual store performance shows that Starbucks’ growth is meeting robust demand.
What is driving the coffee industry’s remarkable category-wide growth? And who are the customers behind it? This white paper dives into the data to explore key factors driving foot traffic to leading coffee chains in early 2024. The report explores the demographic and psychographic characteristics of visitors to major players in the coffee space and examines strategies brands can use to make the most of the opportunity presented by a thriving industry.
One factor shaping the surge in coffee visit growth is the slow-but-sure return-to-office (RTO). Hybrid work may be the post-COVID new normal – but RTO mandates and WFH fatigue have led to steady increases in office foot traffic over the past year. And in some major hubs – including New York and Miami – office visits are back to more than 80.0% of what they were pre-pandemic.
A look at shifting Starbucks visitation patterns shows that customer journeys and behavior increasingly reflect those of office-goers. In April and May 2022, for example, 18.6% of Starbucks visitors proceeded to their workplace immediately following their coffee stop – but by 2024, this share shot up to 21.0%.
Over the same period, the percentage of early morning (7:00 to 10:00 AM) Starbucks visits lasting less than 10 minutes also increased significantly – from 64.3% in 2022 to 68.7% in 2024. More customers are picking up their coffee on the go – many of them on the way to work – rather than settling down to enjoy it on-site.
Dunkin’ is another chain that is benefiting from consumers on the go. Examining the coffee giant’s performance across major regional markets – those where the chain maintains a significant presence – reveals a strong correlation between the share of Dunkin’ visits in each state lasting less than five minutes and the chain’s local YoY trajectory.
In Wisconsin, for example, 50.9% of visits to Dunkin’ between January and May 2024 lasted less than five minutes. And Wisconsin also saw the most impressive YoY visit growth (5.9%). Illinois, Ohio, Maine, and Connecticut followed similar patterns, with high shares of very short visits and strong YoY showings.
On the other end of the spectrum lay Tennessee, Alabama, and Florida, where very short visits accounted for a low share of the chain’s statewide total – under 40.% – and where visits declined YoY.
Dunkin’s success with very short visits may be driven in part by its popular app, which makes it easy for harried customers to place their order online and save time in-store. And this is good news indeed for the coffee leader – since customers using the app also tend to generate bigger tickets.
Dutch Bros.’ meteoric rise has been fueled, in part, by its appeal to younger audiences. Recently ranked as Gen Z’s favorite quick-service restaurant, the rapidly-expanding coffee chain sets itself apart with a strong brand identity built on cultivating a positive, friendly customer experience.
And Dutch Bros.’ people-centered approach is resonating especially well with singles – including young adults living alone – who may particularly appreciate the chain’s community atmosphere.
Analyzing the relative performance of Dutch Bros.’ locations across metro areas – focusing on regions where the chain has a strong local presence – shows that it performs best in areas with plenty of singles. Indeed, the share of one-person households in Dutch Bros.’ local captured markets is very strongly correlated with the coffee brand’s CBSA-level YoY per-location visit performance. Areas with higher concentrations of one-person households saw significantly more YoY visit growth in the first part of 2024. (A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice).
The share of one-person households in Dutch Bros.’ Tucson, AZ captured market, for example, stands at 33.4% – well above the nationwide baseline of 27.5%. And between January and May 2024, Tucson-area Dutch Bros. saw a 6.0% increase in the average number of visits per location. Tulsa, OK, Medford, OR, and Oklahoma City, OK – which also feature high shares of one-person households (over 30.0%) – similarly saw per-location visit increases ranging from 3.6% - 7.0%. On the flip side, Fresno, CA, Las Vegas-Henderson-Paradise, NV, and San Antonio-New Braunfels, TX, which feature lower-than-average shares of single-person households, saw YoY per-location visit declines ranging from 1.5%-9.5%.
As Dutch Bros. forges ahead with its planned expansions, it may benefit from doubling down on this trends and focusing its development efforts on markets with higher-than-average shares of one-person households – such as university towns or urban areas with lots of young professionals.
Michigan-based BIGGBY COFFEE is another java winner in expansion mode. With a growth strategy focused on emerging markets with less brand saturation, BIGGBY has been setting its sights on small towns and rural areas throughout the Midwest and South. Though the chain does have locations in bigger cities like Detroit and Cincinnati, some of its most significant markets are in smaller population centers.
And a look at the captured markets of BIGGBY’s 20 top-performing locations in early 2024 shows that they are significantly over-indexed for suburban consumers – both compared to BIGGBY as a whole and compared to nationwide baselines. (Top-performing locations are defined as those that experienced the greatest YoY visit growth between January and May 2024).
“Suburban Boomers”, for example – a Spatial.ai: PersonaLive segment encompassing middle-class empty-nesters living in suburbs – comprised 10.6% of BIGGBY’s top captured markets in early 2024, compared to just 6.6% for BIGGBY’s overall. (The nationwide baseline for Suburban Boomers is even lower – 4.4%.) And Upper Diverse Suburban Families – a segment made up of upper-middle-class suburbanites – accounted for 9.6% of the captured markets of BIGGBY’s 20 top locations, compared to just 7.2% for BIGGBY’s as a whole, and 8.3% nationwide.
Coffee has long been one of America’s favorite beverages. And java chains that offer consumers an enjoyable, affordable way to splurge are expanding both their footprints and their audiences. By leaning into shifting work routines and catering to customers’ varying habits and preferences, major coffee players like Starbucks, Dunkin’, Dutch Bros., and BIGGBY COFFEE are continuing to thrive.
Note: This report is based on an analysis of visitation patterns for regional and nationwide grocery chains and does not include single-location stores.
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.
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.
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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
