- Rating: 4.5/5 (42 reviews)
- Price level: $
- Address: San Francisco, California
- Categories: street vendors, desserts, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.5/5 (10157 reviews)
- Price level: $$
- Address: 3692 18th St. San Francisco, California
- Categories: ice cream & frozen yogurt, desserts
- Read more on Yelp

- Rating: 4.5/5 (33 reviews)
- Price level: $
- Address: 514 Minna St. San Francisco, California
- Categories: ice cream & frozen yogurt, delis, sandwiches
- Read more on Yelp

- Rating: 4.5/5 (33 reviews)
- Price level: $$
- Address: 1401 Powell St. San Francisco, California
- Categories: ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.5/5 (68 reviews)
- Price level: $$
- Address: 735 3rd St. San Francisco, California
- Categories: poke, coffee & tea, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.5/5 (91 reviews)
- Price level: $$
- Address: 3228 16th St. San Francisco, California
- Categories: pizza, italian, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (275 reviews)
- Price level: $
- Address: 2043 Fillmore St. San Francisco, California
- Categories: pizza, desserts, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (4830 reviews)
- Price level: $$
- Address: 688 San Jose Ave. San Francisco, California
- Categories: ice cream & frozen yogurt, custom cakes
- Read more on Yelp

- Rating: 4.6/5 (23 reviews)
- Address: 5668 3rd St. San Francisco, California
- Categories: ice cream & frozen yogurt, desserts
- Read more on Yelp

- Rating: 4.6/5 (453 reviews)
- Price level: $
- Address: 2824 Jones St. San Francisco, California
- Categories: ice cream & frozen yogurt, desserts, bakeries
- Read more on Yelp

- Rating: 4.6/5 (17 reviews)
- Address: 1601 20th St. San Francisco, California
- Categories: ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (65 reviews)
- Address: 415 Castro St. San Francisco, California
- Categories: ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (95 reviews)
- Address: 1844 San Jose Ave. San Francisco, California
- Categories: juice bars & smoothies, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (142 reviews)
- Price level: $
- Address: 3100 Mission St. San Francisco, California
- Categories: coffee & tea, sandwiches, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.6/5 (430 reviews)
- Price level: $$
- Address: 2801 Leavenworth St. San Francisco, California
- Categories: ice cream & frozen yogurt, coffee & tea, juice bars & smoothies
- Read more on Yelp

- Rating: 4.6/5 (48 reviews)
- Address: 122 West Portal Ave. San Francisco, California
- Categories: candy stores, ice cream & frozen yogurt, desserts
- Read more on Yelp

- Rating: 4.7/5 (838 reviews)
- Price level: $$
- Address: 1717 17th St. Ste 105 San Francisco, California
- Categories: ice cream & frozen yogurt, donuts
- Read more on Yelp

- Rating: 4.7/5 (1406 reviews)
- Price level: $$
- Address: 3566 20th St. San Francisco, California
- Categories: ice cream & frozen yogurt, food trucks
- Read more on Yelp

- Rating: 4.8/5 (469 reviews)
- Price level: $
- Address: 1470 Fillmore St. San Francisco, California
- Categories: ice cream & frozen yogurt, sandwiches
- Read more on Yelp

- Rating: 4.8/5 (89 reviews)
- Address: 951 Valencia St. San Francisco, California
- Categories: coffee & tea, desserts, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.8/5 (34 reviews)
- Address: 4809 Mission St. San Francisco, California
- Categories: creperies, ice cream & frozen yogurt, mexican
- Read more on Yelp

- Rating: 4.8/5 (18 reviews)
- Address: 3862 24th St. San Francisco, California
- Categories: ice cream & frozen yogurt
- Read more on Yelp

- Rating: 4.9/5 (16 reviews)
- Address: 900 Avenue D San Francisco, California
- Categories: food trucks, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 5.0/5 (87 reviews)
- Address: 2669 Mission St. San Francisco, California
- Categories: ice cream & frozen yogurt
- Read more on Yelp

- Rating: 5.0/5 (39 reviews)
- Address: San Francisco, California
- Categories: cupcakes, bakeries, ice cream & frozen yogurt
- Read more on Yelp

- Rating: 5.0/5 (19 reviews)
- Address: 154 Ellis St. San Francisco, California
- Categories: coffee & tea, sandwiches, ice cream & frozen yogurt
- Read more on Yelp

This story features data reporting by Karim Noorani, writing by Chia-Yi Hou, and is part of a series utilizing data automation across 237 metros.