- Rating: 3.7/5 (560 reviews)
- Price level: $$
- Address: 3050 Taraval St. San Francisco, California
- Categories: Thai, Noodles, Comfort Food
- Read more on Yelp

- Rating: 3.7/5 (224 reviews)
- Price level: $$
- Address: 360 Ritch St. San Francisco, California
- Categories: Comfort Food, Bars, American
- Read more on Yelp

- Rating: 3.8/5 (334 reviews)
- Price level: $$
- Address: 316 11th St. San Francisco, California
- Categories: Comfort Food, Cocktail Bars, Lounges
- Read more on Yelp

- Rating: 3.8/5 (2387 reviews)
- Price level: $$
- Address: 690 Mission St. San Francisco, California
- Categories: New American, Comfort Food, Bars
- Read more on Yelp

- Rating: 3.8/5 (752 reviews)
- Price level: $$
- Address: 1142 Valencia St. San Francisco, California
- Categories: Indian, Comfort Food
- Read more on Yelp

- Rating: 3.8/5 (136 reviews)
- Price level: $$
- Address: 7 San Pedro Road Daly City, California
- Categories: Asian Fusion, Filipino, Comfort Food
- Read more on Yelp

- Rating: 3.9/5 (771 reviews)
- Price level: $$
- Address: 3349 18th St. San Francisco, California
- Categories: Salvadoran, Comfort Food
- Read more on Yelp

- Rating: 4.0/5 (264 reviews)
- Price level: $$
- Address: 3154 Fillmore St. San Francisco, California
- Categories: New American, Comfort Food, Breakfast & Brunch
- Read more on Yelp

- Rating: 4.1/5 (29 reviews)
- Price level: $$
- Address: 132 Bush St. San Francisco, California
- Categories: Korean, Asian Fusion, Comfort Food
- Read more on Yelp

- Rating: 4.2/5 (30 reviews)
- Address: San Francisco, California
- Categories: Soul Food, Food Trucks, Comfort Food
- Read more on Yelp

- Rating: 4.2/5 (1647 reviews)
- Price level: $$$
- Address: 3218 Mission St. San Francisco, California
- Categories: American, Comfort Food, Wine Bars
- Read more on Yelp

- Rating: 4.5/5 (375 reviews)
- Price level: $$
- Address: 942 Geneva Ave. San Francisco, California
- Categories: Comfort Food, American, Cocktail Bars
- Read more on Yelp

- Rating: 4.5/5 (110 reviews)
- Address: 1750 Cesar Chavez Unit D San Francisco, California
- Categories: Asian Fusion, Comfort Food
- Read more on Yelp

- Rating: 4.6/5 (20 reviews)
- Address: 171 Stillman St. San Francisco, California
- Categories: Comfort Food, Filipino
- Read more on Yelp

- Rating: 4.6/5 (95 reviews)
- Address: 557 Valencia St. San Francisco, California
- Categories: Italian, Seafood, Comfort Food
- Read more on Yelp

- Rating: 4.6/5 (289 reviews)
- Price level: $$
- Address: 2127 Polk St. San Francisco, California
- Categories: Korean, Comfort Food, Asian Fusion
- Read more on Yelp

- Rating: 4.6/5 (210 reviews)
- Price level: $$
- Address: 1012 Grayson St. Berkeley, California
- Categories: Comfort Food, Food Delivery Services, Burgers
- Read more on Yelp

- Rating: 4.6/5 (178 reviews)
- Price level: $$
- Address: 1819 Market St. San Francisco, California
- Categories: Japanese Curry, Comfort Food
- Read more on Yelp

- Rating: 4.7/5 (253 reviews)
- Price level: $$$
- Address: 1358 Mason St. San Francisco, California
- Categories: Wine Bars, Italian, Comfort Food
- Read more on Yelp

- Rating: 4.7/5 (303 reviews)
- Price level: $$
- Address: 1096 Union St. San Francisco, California
- Categories: Mediterranean, Wraps, Comfort Food
- Read more on Yelp

- Rating: 4.7/5 (184 reviews)
- Price level: $$
- Address: 3501 Bayshore Blvd. Brisbane, California
- Categories: Food Trucks, Comfort Food, Sandwiches
- Read more on Yelp

- Rating: 4.7/5 (77 reviews)
- Price level: $$
- Address: 2077 Hayes St. San Francisco, California
- Categories: Comfort Food, Salad, Sandwiches
- Read more on Yelp

- Rating: 4.8/5 (95 reviews)
- Price level: $$
- Address: 2568 Springs Road Vallejo, California
- Categories: Comfort Food, Bakeries, Tapas/Small Plates
- Read more on Yelp

This story features data reporting by Wade Zhou and is part of a series utilizing data automation across 95 metros.