Which of These 5 ‘Key Signals’ Is Most Important for Brands When Opening a New Location?

In a recent report published by Placer.ai’s The Anchor, five “key signals” which could help to guide data-backed site selection for retailers and brands were outlined in detail — identifying sustainable growth despite potential market saturation, making sure demographic alignment on a hyperlocal level was in evidence, plunking down in the right retail node due to its amenable visitation patterns, comprehending that competitor proximity might actually be a good thing (in certain instances), and nailing the balancing act between growth and risk of cannibalization.

First up, the sustainable growth versus increasingly saturated market consideration. The report’s authors analyzed traffic to coffee chains — which are up so far this year — in 10 major metros. Despite many of these areas experiencing significant growth in overall traffic, per-location traffic faltered in some instances. On the other hand, regions exhibiting much more modest big-picture growth saw per-location visits soar.

“Relying solely on aggregate category performance can obscure regional white space. A market-level view may reveal opportunities for stronger returns in areas where consumer demand is gaining momentum. Combining overall visit and visits per location data offers a more complete view of where demand is both strong and sustainable,” the authors noted.

Demographics on a Hyperlocal Level

When speaking of the importance of demographic alignment on the hyperlocal level, the example of Alo Yoga in the DC area was brought to the fore. And while site selection being paired with regional and local demographics concerning the target customer seems boilerplate wisdom, magnifying this focus down to a hyperlocal lens appeared to reap massive rewards.

“In fact, Alo’s newest stores in the metro area – One Loudoun and Bethesda Row – drive traffic from households with higher median incomes than even the established area locations. This signals a clear focus on premium retail corridors and affluent consumer segments, which reinforces the brand’s positioning while capturing higher-spending customers at the site level,” the report authors detailed.

Community Roots, Authenticity Can Drive Shopper Traffic

Barnes & Noble was next in line to serve as an example of how to leverage local traffic, with the bookseller having made a reputation during its recent turnaround effort as a highly curated, community-focused retailer rather than just another retail giant on the block. An analysis of the bookseller’s 2026 openings revealed that a heavy bias in favor of locations with a significantly greater share of local traffic than the chain average was taking place, cementing the philosophy behind the turnaround effort writ large.

“By prioritizing locally driven centers, the company’s site selection strategy not only captures relevant traffic but also reinforces its broader repositioning as a neighborhood-oriented brand,” Placer Research suggested, adding that this was an ideal move for brands leaning into local curation.

Competitor Proximity: Sometimes More Help Than Hindrance

Moving back into the dining category, Shake Shack was the example used to demonstrate the potential benefits of competitor proximity — a concept which seems counterintuitive at the most superficial level, particularly in dining (based on passing appetites) versus consumer goods. Clustering to take advantage of shared demand may be nothing new in retail (see: malls), but Shake Shack is seemingly taking advantage of co-tenancy with its brand proposition.

“As in retail, co-tenancy in the restaurant space can be mutually beneficial — establishing a center as a dining destination, driving incremental traffic, and increasing a brand’s opportunities to win share-of-stomach. Incorporating cross-visitation analysis into site selection helps pinpoint locations where target customers are already visiting nearby brands. Centers that already attract a brand’s overlapping customer base provide a stronger foundation for incremental growth,” the report concluded.

Growth Versus Cannibalization When it Comes to Location

The balancing act between growth and cannibalization used Aldi to illustrate how it might best be done, at least in certain cases. Planting a fourth Las Vegas store between two existing locations (eight miles from each), the calculations employed by the grocer paid off — little cannibalization was the result. Just 6.2% and 7.6% of the new location’s trade area overlapped with those of the other two stores, with trade area analysis being an absolute necessity to pull it off in this fashion.

“Site selection strategy needs to take into account local demand and visitation behavior typical of the category as a whole and of existing locations in particular. Trade area analysis can reveal where a market allows for network densification without significant risk of visit cannibalization,” the authors stated.