Private label as a reason to shop: Where store brands pay off

Key takeaways

• 56% of US grocery shoppers say their main retailer's store brand is very or extremely important in choosing where to shop (FMI, 2026).
• Convenience stores, Target and club stores are launching or relaunching private label to win more trips.
• Private label pays off where demand is proven and the branded offer is thin or overpriced.

What this means for retailers
Pick private label categories by demand and gaps in the market.

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US retailers are using store brands to bring shoppers back, and their merchants are launching them category by category. In October, 7-Eleven introduced Selección 7, a Hispanic-focused store brand with baked goods, salty snacks and candy. Sheetz launched its own ready-to-drink energy coffees, and Love's added premium baked goods, C-Store Dive reports. Target is relaunching its home brand Threshold with shop-in-shops in 200 stores, as part of a plan its CEO summed up as "Target is not an everything store" (Retail Dive).

According to FMI's The Power of Private Brands 2026, 43% of US grocery shoppers plan to buy more private brands, versus 27% for name brands. And 56% say their main retailer's store brand is very or extremely important in choosing where to shop, rising to 60% among Gen Z (Grocery Dive).

"If you can develop products that are unique to you, that's how you drive repeat trips," Jason Zelinski of NielsenIQ told C-Store Dive.

The private label gap is not the same in every category

Across US retail, private label is close to a quarter of products sold. In convenience stores, it is 3.2%, according to NielsenIQ. In packaged nuts, private label makes up about 80% of sales at other retailers, but roughly 5% in c-stores. Gaps like these exist in every retail format, category by category. The task is to find them before a competitor does. Three questions show whether a gap is worth a store brand.

Three questions before you launch a store brand

1. Is the demand proven?

Search trends, reviews and competitor assortments show where demand is growing before it shows up in your own sales: functional drinks, protein snacks, a new ingredient. A store brand that launches early in a rising category has time to win shoppers before competitors follow.

2. Is the branded offer thin or overpriced?

If shoppers only find one or two brands at a high price point, a store brand fills a real gap. If they are loyal to a specific brand, a private label copy rarely wins them over. Reviews help here: they show whether shoppers praise the brand or just tolerate it.

3. What happens to the rest of the shelf?

A new store brand takes space and sales from something else. If it mostly cannibalizes your own higher-margin products, the category can end up worse off. That is why private label decisions belong together with SKU decisions: what to add, what to drop and where demand moves.

Private label in grocery: fresh, dry and frozen

The answers also depend on the type of assortment, especially in grocery, where private label matters most. Fresh is driven by quality perception and waste, dry by breadth and price comparison, frozen by space and brand loyalty. A store brand that works in canned goods may fail in fresh, so rules for listing, delisting and the price gap to national brands need to be set per category.

How AI agents find where private label pays

Answering three questions for every category, with different rules for each, takes a category team weeks. This is where AI category management helps.

Assortment agents compare a retailer's private label with national brands and competitors' private brands, category by category. They show where a store brand is missing, overpriced or cannibalizing, and where demand is strong enough to support a new one. Shopper insights agents add search, social and review signals, so a new store brand follows real demand and not a passing spike. The category team decides what to develop.

An example: private label mix optimization in dairy.

FAQ

Can AI optimize the private label mix? Yes. AI agents compare private label with national brands and competitors' own brands and show where a product is missing, overpriced or cannibalizing.

Can AI find where a new store brand would sell? Yes. AI agents read search, social and review signals per market and segment and show where demand is growing and the branded offer is thin or overpriced. Zenline AI runs this analysis per category and market.