Trends · data through September 2026

Retail trends in Pennsylvania

Iceflower tracks 15,577 stores from 8,325 retail chains in Pennsylvania. SNIPES grew fastest over the last year, ahead of dd's DISCOUNTS and Pandora.

Rankings come from real card and bank transactions across a panel of 130M+ US and EU consumers. We publish relative growth and rankings, never revenue figures. About the data

Tracked chains
8,325
Tracked stores
15,577
Consumer panel
130M+

Growth ranking

Fastest-growing tracked retail chains

Ranked by year-over-year growth of share of tracked local spend. Arrows show movement in the rankings since last year. Each dot in the chart is one tracked chain: bigger market position to the right, faster growth higher up, more tracked stores in a bigger dot. Colors match the store map below. SNIPES and dd's DISCOUNTS sit in the high-growth half.

# Chain YoY growth
RankChainRank movementYoY growth
1 S SNIPES logo SNIPES ▲13 +19.9%
2 D dd's DISCOUNTS logo dd's DISCOUNTS ▲7 +18.8%
3 P Pandora logo Pandora ▲13 +17.8%
4 S Sierra logo Sierra ▲12 +17.7%
5 N Norman's Hallmark Shop logo Norman's Hallmark Shop - +15.4%
6 J J.Crew logo J.Crew ▲17 +14.0%
7 W Williams-Sonoma logo Williams-Sonoma ▲5 +13.7%
8 R Ross Dress for Less logo Ross Dress for Less - +13.1%
9 J Jared logo Jared ▲13 +12.5%
10 E Express Factory Outlet logo Express Factory Outlet ▲2 +12.1%
11 B Barnes & Noble logo Barnes & Noble ▲5 +12.1%
12 S Smokin' Joe's Tobacco Shop ▲10 +11.9%
13 H Hudson News logo Hudson News ▲7 +11.8%
14 T Tractor Supply Company logo Tractor Supply Company ▲12 +11.7%
15 L Levin Furniture ▲2 +11.2%

Store footprint

Store map

15,577 tracked store locations in Pennsylvania, colored by category.

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