Trends · data through September 2026

Retail & consumer trends in Missoula, MT

Iceflower tracks 883 stores from 762 retail and consumer chains in Missoula, MT. Pilot Flying J grew fastest over the last year, ahead of Starbucks and McDonald's.

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
762
Tracked stores
883
Consumer panel
130M+

Growth ranking

Fastest-growing tracked retail and consumer 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. Pilot Flying J and Starbucks sit in the high-growth half.

# Chain YoY growth
RankChainRank movementYoY growth
1 P Pilot Flying J logo Pilot Flying J ▲2 +18.4%
2 S Starbucks logo Starbucks ▲1 +11.7%
3 M McDonald's logo McDonald's ▲1 +10.5%
4 D Dairy Queen logo Dairy Queen ▲1 +9.0%
5 A Arby's logo Arby's - +5.2%
6 J Jiffy Lube logo Jiffy Lube - +2.7%
7 O O'Reilly Auto Parts logo O'Reilly Auto Parts ▼1 +2.1%
8 J Jimmy John's logo Jimmy John's ▼1 +2.0%
9 C Conoco logo Conoco - -0.8%
10 T Taco Bell logo Taco Bell ▲1 -2.2%
11 A Albertsons logo Albertsons - -9.1%
12 C Clearwater Credit Union logo Clearwater Credit Union ▼1 -15.3%
13 U United States Postal Service logo United States Postal Service ▼2 -16.4%
14 C Cenex logo Cenex ▼1 -34.8%

Store footprint

Store map

883 tracked store locations in Missoula, MT, colored by category group.

Top tracked chains by store count

More trends

Ready to see your market clearly?

Create an account, pick a plan, and explore your merchants, competitors and customers the way they actually behave.