{
  "version": 5,
  "checkedMonth": "September 2026",
  "shops": [
    {
      "name": "Sweet Hut Bakery & Cafe",
      "address": "2180 Pleasant Hill Rd, Ste 18, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.5,
      "ratingCount": "3,767",
      "ratingNum": 3767,
      "hours": "Sun-Thu 10am-10pm · Fri-Sat 10am-11pm",
      "usp": "Asian-American bakery known for endless pastry trays, large seating, and bubble tea.",
      "loved": [
        "mozzarella buns",
        "creme brulee milk tea",
        "fresh pastries"
      ],
      "signature": "Sweet Hut Milk Tea (Assam + Earl Grey) with honey boba",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Sweet%20Hut%20Bakery%20%26%20Cafe%202180%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/sweet-hut-bakery-and-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2180-pleasanthill",
      "cw": {
        "tier": "excellent",
        "note": "Large seating, Wi-Fi, outlets — popular student spot.",
        "hasMeetingRoom": true,
        "meetingRoomNote": "Private meeting room — contact catering@sweethut.com"
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat until 11pm; weekdays till 10pm"
      },
      "website": "https://www.sweethutbakery.com",
      "placeId": "ChIJq48l3QSj9YgRTgBKaRBsqdU",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Cafe Mozart Bakery",
      "address": "2131 Pleasant Hill Rd, Ste 148, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.3,
      "ratingCount": "1,207",
      "ratingNum": 1207,
      "hours": "Sun-Thu 8am-10pm · Fri-Sat 8am-12am",
      "usp": "The original Korean bakery of Pleasant Hill K-town, family-run for 20+ years.",
      "loved": [
        "mocha buns",
        "butter cream bread",
        "fresh fruit cakes"
      ],
      "signature": "Mocha Bun & Butter Cream Bread",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Cafe%20Mozart%20Bakery%202131%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/mozart-bakery-duluth-4",
      "city": "Duluth",
      "addrKey": "duluth-2131-pleasanthill",
      "cw": {
        "tier": "excellent",
        "note": "Renovated work area, natural light, free parking.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till midnight; weekdays till 10pm"
      },
      "website": "https://www.cafemozartbakery.com",
      "placeId": "ChIJ8cuxMhCj9YgRuq3-mrvbrp0",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "TwoHa's Cafe",
      "address": "2645 N Berkeley Lake Rd NW, Ste 231, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.2,
      "ratingCount": "594",
      "ratingNum": 594,
      "hours": "Sun-Thu 11am-12am · Fri-Sat 11am-1am",
      "usp": "Second-floor Korean dessert cafe open past midnight, popular for matcha and bingsoo.",
      "loved": [
        "strawberry matcha latte",
        "Dubai chocolate strawberries",
        "bingsoo"
      ],
      "signature": "Strawberry Matcha Latte with real strawberry chunks",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=TwoHa%27s%20Cafe%202645%20N%20Berkeley%20Lake%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/twohas-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2645-nberkeley",
      "cw": {
        "tier": "excellent",
        "note": "Dividers for privacy, tons of seating, open till midnight.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till 1am; rest of week till midnight"
      },
      "website": "https://www.twohascafe.com",
      "placeId": "ChIJndytoJyj9YgRFU8Kx1lknJc",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "White Windmill Bakery & Cafe",
      "address": "2200 Duluth Hwy, Ste 108, Duluth, GA 30097",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.3,
      "ratingCount": "342",
      "ratingNum": 342,
      "hours": "Sun-Thu 7:30am-10pm · Fri-Sat 7:30am-11pm",
      "usp": "Korean bakery favored for milk bread and croissant sandwiches; quiet enough to study.",
      "loved": [
        "milk bread",
        "Dalgona latte",
        "croissant sandwiches"
      ],
      "signature": "Dalgona Latte & signature milk bread",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=White%20Windmill%20Bakery%20%26%20Cafe%202200%20Duluth%20Hwy%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/white-windmill-bakery-and-cafe-duluth-4",
      "city": "Duluth",
      "addrKey": "duluth-2200-duluth",
      "cw": {
        "tier": "excellent",
        "note": "Quiet, popular with students.",
        "hasMeetingRoom": true,
        "meetingRoomNote": "Private booth-style rooms in the back, bookable on demand."
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm; weekdays till 10pm"
      },
      "website": "https://www.whitewbakerycafe.com",
      "placeId": "ChIJh5FTqAa99YgRp6nWVT1BBL0",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Land of a Thousand Hills Coffee",
      "address": "3176 Main St, Ste 200, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Roasters",
      "rating": 4.8,
      "ratingCount": "144",
      "ratingNum": 144,
      "hours": "Mon-Thu 7:30am-8pm · Fri 7:30am-9:30pm · Sat 8am-9:30pm · Sun 9am-6pm",
      "usp": "Direct-trade Rwandan specialty coffee shop on the downtown square; profits fund farming communities in Rwanda.",
      "loved": [
        "Rwandan single-origin",
        "knowledgeable baristas",
        "pastries"
      ],
      "signature": "Single-origin Rwandan pour-over (Ruli Mountain)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Land%20of%20a%20Thousand%20Hills%20Coffee%203176%20Main%20St%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/land-of-a-thousand-hills-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3176-main",
      "cw": {
        "tier": "excellent",
        "note": "Connected to Thrive Coworking, built for work.",
        "hasMeetingRoom": false
      },
      "website": "https://landofathousandhills.com/pages/location-duluth-georgia",
      "placeId": "ChIJt5QVXM6j9YgRVn73gMkySMo",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Alchemist on the Divide",
      "address": "3550 W Lawrenceville St, Ste 220, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Specialty",
      "rating": 4.7,
      "ratingCount": "146",
      "ratingNum": 146,
      "hours": "Daily 8am-8pm",
      "usp": "Specialty cafe with apothecary-lab decor, blending Dutch coffee, espresso, and unique teas.",
      "loved": [
        "Alchemist Special",
        "butterscotch latte",
        "caramel croffle"
      ],
      "signature": "The Alchemist Special (Dutch coffee with espresso)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Alchemist%20on%20the%20Divide%203550%20W%20Lawrenceville%20St%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/alchemist-on-the-divide-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3550-wlawrenceville",
      "cw": {
        "tier": "good",
        "note": "Plenty of seating, but trendy and busy.",
        "hasMeetingRoom": false
      },
      "website": "https://alchemist-on-the-divide.grubbio.com",
      "placeId": "ChIJ81YdKhCj9YgRvlohaZgCq1Y",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "The Cream",
      "address": "3455 Duluth Hwy, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.6,
      "ratingCount": "499",
      "ratingNum": 499,
      "hours": "Sun-Thu 10am-10pm · Fri-Sat 10am-11pm",
      "usp": "Korean shaved ice and cake in a sleek modern setting near downtown.",
      "loved": [
        "mango bingsu",
        "Oreo waffles",
        "Korean cakes"
      ],
      "signature": "Mango Bingsu",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=The%20Cream%203455%20Duluth%20Hwy%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/the-cream-duluth-4",
      "city": "Duluth",
      "addrKey": "duluth-3455-duluth",
      "cw": {
        "tier": "good",
        "note": "Many outlets, but more brunch/dessert leaning.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm; weekdays till 10pm"
      },
      "website": "https://www.thecreambakery.com",
      "placeId": "ChIJzZj65uWj9YgRUCFRjhq_jas",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Ginkgo Bakery & Cafe",
      "address": "3550 W Lawrenceville St, Ste 340, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.6,
      "ratingCount": "76",
      "ratingNum": 76,
      "hours": "Tue-Thu 8am-6pm · Fri-Sat 8am-7pm · Sun 8am-4pm · Closed Mon",
      "usp": "Downtown Duluth bakery blending Taiwanese and American flavors, with viral Dubai chocolate.",
      "loved": [
        "egg tarts",
        "Dubai chocolate",
        "tres leches cake"
      ],
      "signature": "Portuguese-style Egg Tart",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Ginkgo%20Bakery%20%26%20Cafe%203550%20W%20Lawrenceville%20St%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/ginkgo-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3550-wlawrenceville",
      "cw": {
        "tier": "good",
        "note": "Warm atmosphere; workable but small.",
        "hasMeetingRoom": false
      },
      "website": "https://www.ginkgobakery.com",
      "placeId": "ChIJzXDncDOj9YgRB2UWXEWX18w",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Coffee That Matters",
      "address": "2640 Old Peachtree Rd NW, Ste C, Duluth, GA 30097",
      "lat": 0,
      "lng": 0,
      "category": "Roasters",
      "rating": 4.7,
      "ratingCount": "236",
      "ratingNum": 236,
      "hours": "Mon-Fri 7am-5pm · Sat 8am-4pm · Sun 1pm-5pm",
      "usp": "Mission-driven specialty roaster with a drive-thru; profits fund Phoenix Roasters Foundation anti-trafficking work.",
      "loved": [
        "White Lightning Bird iced",
        "nitro cold brew",
        "brisket sandwich"
      ],
      "signature": "White Lightning Bird iced brew",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Coffee%20That%20Matters%202640%20Old%20Peachtree%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/phoenix-roasters-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2640-oldpeachtree",
      "cw": {
        "tier": "excellent",
        "note": "Large, quiet, built for remote work and study.",
        "hasMeetingRoom": false
      },
      "website": "https://phoenixroasters.coffee",
      "placeId": "ChIJx0uk0Yqj9YgRSADpy4VNZ6g",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "The Coffee By Hand",
      "address": "2180 Pleasant Hill Rd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.4,
      "ratingCount": "879",
      "ratingNum": 879,
      "hours": "Sun-Thu 11am-11pm · Fri-Sat 11am-12am",
      "usp": "Korean K-town dessert cafe with a dried-tree centerpiece and private nooks for croffles and lattes.",
      "loved": [
        "honey croffle",
        "mango bingsu",
        "Korean iced sweet coffee"
      ],
      "signature": "Honey Croffle (croissant-waffle)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=The%20Coffee%20By%20Hand%202180%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/the-coffee-by-hand-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2180-pleasanthill",
      "cw": {
        "tier": "good",
        "note": "Wi-Fi, good weekday afternoons; livelier at night.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till midnight; rest till 11pm"
      },
      "website": "https://www.instagram.com/thecoffeebyhandatl",
      "placeId": "ChIJy83g5wSj9YgR_7QRo2QKmLA",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "OneZo Boba Tea",
      "address": "3580 Breckinridge Blvd, Ste 105, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.7,
      "ratingCount": "469",
      "ratingNum": 469,
      "hours": "Sun-Thu 12pm-10:30pm · Fri-Sat 12pm-11:30pm",
      "usp": "First bubble-tea brand to make fresh handmade boba pearls in-store every day.",
      "loved": [
        "soft fresh in-house boba",
        "real milk",
        "not overly sweet"
      ],
      "signature": "Brown Sugar Pearl Milk with handmade boba",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=OneZo%20Boba%20Tea%203580%20Breckinridge%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/one-zo-boba-duluth-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3580-breckinridge",
      "cw": {
        "tier": "limited",
        "note": "Small boba shop, quick-grab.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sun till 11:30pm"
      },
      "website": "https://www.onezo.us",
      "placeId": "ChIJQ_0PG8Oj9YgR4VT_WcsEdrI",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Molly Tea",
      "address": "2131 Pleasant Hill Rd, Ste 135, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.7,
      "ratingCount": "464",
      "ratingNum": 464,
      "hours": "Daily 11am-10:10pm",
      "usp": "Chinese tea chain pouring loose-leaf brews and floral milk teas instead of syrup-heavy boba.",
      "loved": [
        "jasmine milk teas",
        "tea cream with pecans",
        "loose-leaf brewing"
      ],
      "signature": "Premium Jasmine White Milk Tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Molly%20Tea%202131%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/molly-tea-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2131-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Designed for to-go.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 10:10pm"
      },
      "website": "https://mollyteaatl.com",
      "placeId": "ChIJpblW6cSj9YgRg_xfxrqorhU",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "ChiCha San Chen",
      "address": "2174 Pleasant Hill Rd, Ste 105, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.7,
      "ratingCount": "995",
      "ratingNum": 995,
      "hours": "Sun-Thu 12pm-9pm · Fri-Sat 12pm-10pm",
      "usp": "Michelin-Plate Taiwanese tea house pouring some of the world's most expensive oolongs.",
      "loved": [
        "Lishan oolong",
        "tea tastings",
        "fruit teas"
      ],
      "signature": "Lishan Oolong Tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=ChiCha%20San%20Chen%202174%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/chicha-san-chen-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2174-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Crowded seating, better for short visits.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10pm"
      },
      "website": "https://chichasanchenusa.com",
      "placeId": "ChIJzSbcDeyj9YgRvGFxBuHeXQA",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Matcha Cafe Maiko",
      "address": "2131 Pleasant Hill Rd, Ste 139, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.5,
      "ratingCount": "587",
      "ratingNum": 587,
      "hours": "Sun-Thu 1pm-10pm · Fri-Sat 1pm-10:30pm",
      "usp": "Hawaii-born matcha cafe serving Uji matcha lattes, soft serve, and Japanese parfaits.",
      "loved": [
        "matcha latte with almond milk",
        "Dubai chocolate",
        "banana pudding"
      ],
      "signature": "Matcha Soft Serve with Mochi & Red Bean",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Matcha%20Cafe%20Maiko%202131%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/matcha-cafe-maiko-duluth-3",
      "city": "Duluth",
      "addrKey": "duluth-2131-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Dessert-focused with limited seating.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10:30pm"
      },
      "website": "https://www.matchacafeatl.com",
      "placeId": "ChIJK98kSIOj9YgRt3772mDpL_A",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Hiro Tea Bar",
      "address": "3648 Satellite Blvd, Ste A, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.1,
      "ratingCount": "139",
      "ratingNum": 139,
      "hours": "Sun-Thu 10am-9pm · Fri-Sat 10am-10pm",
      "usp": "Boba cooked fresh every 2 hours and 100% real fruit cut daily — no syrup.",
      "loved": [
        "orange green tea",
        "fresh-cooked boba",
        "real fruit"
      ],
      "signature": "Orange Green Tea (fresh-squeezed)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Hiro%20Tea%20Bar%203648%20Satellite%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/hiro-tea-bar-duluth-2",
      "city": "Duluth",
      "addrKey": "duluth-3648-satellite",
      "cw": {
        "tier": "good",
        "note": "Peaceful, covered outdoor seating.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10pm"
      },
      "website": "https://www.hiroteabar.com",
      "placeId": "ChIJSwPoW0Gj9YgRP-LI4n5RcI8",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Ding Tea",
      "address": "2180 Pleasant Hill Rd, Ste B13, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.1,
      "ratingCount": "446",
      "ratingNum": 446,
      "hours": "Daily 11am-10pm",
      "usp": "Taiwanese chain known for consistent chewy boba and a large customizable menu.",
      "loved": [
        "chewy boba",
        "wide flavor variety",
        "friendly staff"
      ],
      "signature": "Brown Sugar Pearl Milk Tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Ding%20Tea%202180%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/ding-tea-duluth-duluth-2",
      "city": "Duluth",
      "addrKey": "duluth-2180-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Primarily a to-go boba shop.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 10pm"
      },
      "website": "https://www.instagram.com/dingteaduluth",
      "placeId": "ChIJRRacWxWj9YgRZT9YxK4Qs4Q",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Tiger Sugar",
      "address": "2570 Pleasant Hill Rd, Ste 101, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.2,
      "ratingCount": "459",
      "ratingNum": 459,
      "hours": "Sun-Thu 12pm-10pm · Fri-Sat 12pm-11pm",
      "usp": "Originator of the 'tiger stripes' brown sugar milk, with 8-hour-cooked pearls.",
      "loved": [
        "tiger-striped cups",
        "chewy pearls",
        "mousse-topped drinks"
      ],
      "signature": "Brown Sugar Boba Milk with Cream Mousse",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Tiger%20Sugar%202570%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/tiger-sugar-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2570-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Limited seating, mostly to-go.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm"
      },
      "website": "https://en.tigersugar.com",
      "placeId": "ChIJRfiUQtOj9YgRyiMsgL9WRCo",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Xing Fu Tang",
      "address": "2476 Pleasant Hill Rd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.7,
      "ratingCount": "526",
      "ratingNum": 526,
      "hours": "Sun-Thu 12pm-9:30pm · Fri-Sat 12pm-10:30pm",
      "usp": "Taiwanese chain that stir-fries fresh tapioca pearls in brown sugar in front of you.",
      "loved": [
        "wok-fried pearls",
        "fresh pearls daily",
        "matcha cream puffs"
      ],
      "signature": "Signature Brown Sugar Boba Milk",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Xing%20Fu%20Tang%202476%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/xing-fu-tang-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2476-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Small footprint, takeout-oriented.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10:30pm"
      },
      "website": "https://www.xingfutangga.com",
      "placeId": "ChIJ-y0J-Iyj9YgR41wD64_AeXM",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Goodwin Tea House & More",
      "address": "3455 Peachtree Industrial Blvd, Ste 205, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Specialty",
      "rating": 4.5,
      "ratingCount": "110",
      "ratingNum": 110,
      "hours": "Tue-Sun 11:30am-10pm · Closed Mon",
      "usp": "Taiwanese tea house pairing taro and mango bubble teas with small plates and noodle bowls.",
      "loved": [
        "taro tea",
        "popcorn chicken",
        "satay noodles"
      ],
      "signature": "Taro Bubble Tea + Taiwanese Popcorn Chicken",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Goodwin%20Tea%20House%203455%20Peachtree%20Industrial%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/goodwin-tea-house-and-more-duluth-5",
      "city": "Duluth",
      "addrKey": "duluth-3455-peachtree",
      "cw": {
        "tier": "good",
        "note": "Workable with snacks; modest size.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Tue-Sun till 10pm"
      },
      "website": "https://www.goodwinteahouse.com",
      "placeId": "ChIJ-XYPlKyj9YgRk8laEZCDT88",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "The Bep Teahouse",
      "address": "2180 Pleasant Hill Rd, Ste B7, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.6,
      "ratingCount": "143",
      "ratingNum": 143,
      "hours": "Sun-Thu 10am-11pm · Fri-Sat 10am-12am",
      "usp": "Vietnamese-owned teahouse with organic milk, loose-leaf tea, and 100+ drinks.",
      "loved": [
        "organic milk teas",
        "board games",
        "big seating"
      ],
      "signature": "The Bep Organic Milk Tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=The%20Bep%20Teahouse%202180%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/the-bep-teahouse-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2180-pleasanthill",
      "cw": {
        "tier": "good",
        "note": "Generous seating, board games, gathering-oriented.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till midnight; rest till 11pm"
      },
      "website": "https://thebepteahouse.com/locations/the-bep-teahouse-duluth/",
      "placeId": "ChIJi3EKOwCj9YgRGA6cVxHttL0",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Paris Baguette",
      "address": "3492 Satellite Blvd, Ste 100, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.2,
      "ratingCount": "1,377",
      "ratingNum": 1377,
      "hours": "Daily 7am-9pm",
      "usp": "Korean-French bakery chain with 300+ pastries, cakes, and espresso drinks.",
      "loved": [
        "cakes",
        "croissants",
        "coffee program"
      ],
      "signature": "Strawberry Soft Cream Cake",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Paris%20Baguette%203492%20Satellite%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/paris-baguette-duluth-2",
      "city": "Duluth",
      "addrKey": "duluth-3492-satellite",
      "cw": {
        "tier": "excellent",
        "note": "Lots of tables, Wi-Fi, commonly used for studying.",
        "hasMeetingRoom": false
      },
      "website": "https://parisbaguette.com/locations/ga/duluth/3492-satellite-boulevard/",
      "placeId": "ChIJj4NlQBuj9YgRWKbr7eZKsLU",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Bread Museum Bakery & Cafe",
      "address": "3473 Old Norcross Rd, Ste 306, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.9,
      "ratingCount": "274",
      "ratingNum": 274,
      "hours": "Mon-Tue 10:30am-7pm · Thu 10:30am-7:30pm · Fri-Sat to 10pm · Sun to 7:30pm · Closed Wed",
      "usp": "Boutique French-Korean bakery focused on less-sweet, scratch-made breads.",
      "loved": [
        "salt bread",
        "specialty cakes",
        "30% off day-old after 4:30pm"
      ],
      "signature": "Salt Bread (Sogeumppang)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Bread%20Museum%20Bakery%203473%20Old%20Norcross%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/bread-museum-duluth-3",
      "city": "Duluth",
      "addrKey": "duluth-3473-oldnorcross",
      "cw": {
        "tier": "good",
        "note": "Cozy, casual; limited seating.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10pm"
      },
      "website": "https://thebreadmuseum.com",
      "placeId": "ChIJNaJX212j9YgRYTgmGuxK67M",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Tous Les Jours",
      "address": "2550 Pleasant Hill Rd, Bldg 300, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 3.7,
      "ratingCount": "19",
      "ratingNum": 19,
      "hours": "Daily 8:30am-8:30pm",
      "usp": "French-Asian bakery inside H Mart with 300+ daily-baked breads, cakes, and pastries.",
      "loved": [
        "pastry selection",
        "cute themed cakes",
        "coffee pairings"
      ],
      "signature": "Cloud Cream Cheese Bread",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Tous%20Les%20Jours%202550%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/tous-les-jours-duluth-2",
      "city": "Duluth",
      "addrKey": "duluth-2550-pleasanthill",
      "cw": {
        "tier": "good",
        "note": "Inside H Mart, seating exists but not focused on work.",
        "hasMeetingRoom": false
      },
      "website": "https://tljus.com/stores/duluth-2550-pleasant-hill-rd",
      "placeId": "ChIJiWdFPACj9YgR12Cmx4EHKqM",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Tree Story Bakery & Cafe",
      "address": "2550 Pleasant Hill Rd, Ste 415, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.3,
      "ratingCount": "548",
      "ratingNum": 548,
      "hours": "Sun-Thu 8am-9pm · Fri-Sat 8am-10pm",
      "usp": "Korean dessert cafe serving cream-filled breads and bingsu in a calm modern space.",
      "loved": [
        "tiramisu bingsu",
        "mochi red bean bun",
        "sweet potato latte"
      ],
      "signature": "Tiramisu Bingsu",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Tree%20Story%20Bakery%202550%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/tree-story-bakery-and-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2550-pleasanthill",
      "cw": {
        "tier": "excellent",
        "note": "Quiet seating area for students and remote workers.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10pm"
      },
      "website": "https://www.facebook.com/TreeStoryCafe/",
      "placeId": "ChIJKwxu1qCk4RQRV1Ie0BA26bk",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Vincent Bakery & Cafe",
      "address": "2442 Pleasant Hill Rd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.5,
      "ratingCount": "511",
      "ratingNum": 511,
      "hours": "Daily 7am-8pm",
      "usp": "Long-running Korean bakery with Van Gogh-inspired branding and Asian-style pastries.",
      "loved": [
        "red bean breads",
        "custard pastries",
        "organized displays"
      ],
      "signature": "Red Bean Bun",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Vincent%20Bakery%20Cafe%202442%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/vincent-bakery-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2442-pleasanthill",
      "cw": {
        "tier": "excellent",
        "note": "Ample seating with outlets, library-like atmosphere.",
        "hasMeetingRoom": false
      },
      "website": "https://www.instagram.com/vincentbakeryofficial",
      "placeId": "ChIJ-5BW-gCj9YgRydc8vJNauKM",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Hansel & Gretel Bakery Cafe",
      "address": "2131 Pleasant Hill Rd, Ste 101, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.2,
      "ratingCount": "1,290",
      "ratingNum": 1290,
      "hours": "Sun-Thu 8am-11pm · Fri-Sat 8am-12am",
      "usp": "Late-night Korean bakery with fresh cream cakes and a fairy-tale theme.",
      "loved": [
        "fresh cream cakes",
        "custom birthday cakes",
        "open late"
      ],
      "signature": "Fresh Cream Strawberry Cake",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Hansel%20and%20Gretel%20Bakery%202131%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/hansel-and-gretel-bakery-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2131-pleasanthill",
      "cw": {
        "tier": "excellent",
        "note": "Spacious, charging spots, open late — can be noisy.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till midnight; rest till 11pm"
      },
      "website": "https://www.instagram.com/hanselgretel.bakery",
      "placeId": "ChIJcdUtPw6j9YgRVLVnRHS0JVE",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Georgia French Bakery & Cafe",
      "address": "3512 Satellite Blvd, Ste 5, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.8,
      "ratingCount": "854",
      "ratingNum": 854,
      "hours": "Tue-Fri 7:30am-3pm · Sat 9am-3pm · Closed Sun-Mon",
      "usp": "Family-run French bakery with scratch-made croissants and baguettes by a Paris-trained baker.",
      "loved": [
        "crispy baguettes",
        "almond croissants",
        "made-from-scratch"
      ],
      "signature": "Almond Croissant",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Georgia%20French%20Bakery%203512%20Satellite%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/georgia-french-bakery-and-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3512-satellite",
      "cw": {
        "tier": "good",
        "note": "Cozy local bakery; workable but not a study mecca.",
        "hasMeetingRoom": false
      },
      "website": "https://georgiafrenchbakerycafe.com",
      "placeId": "ChIJpadk2Bqj9YgRaJhkGNYMsrU",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Mai Bakery",
      "address": "2300 Pleasant Hill Rd, Ste B6, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.4,
      "ratingCount": "20",
      "ratingNum": 20,
      "hours": "Daily 10am-8pm",
      "usp": "Tiny Chinese bakery counter inside Great Wall Supermarket with daily-baked buns.",
      "loved": [
        "daily-baked buns",
        "pork floss bun",
        "affordable"
      ],
      "signature": "BBQ Pork Bun",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Mai%20Bakery%202300%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/mai-bakery-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2300-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Inside Great Wall food court, no real cafe space.",
        "hasMeetingRoom": false
      },
      "website": null,
      "placeId": "ChIJBZCgZgOj9YgRAgvSfyGFbN0",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "The Patio Cafe & Bakery",
      "address": "5950 State Bridge Rd, Duluth, GA 30097",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.5,
      "ratingCount": "281",
      "ratingNum": 281,
      "hours": "Mon-Thu 9am-7pm · Fri-Sat 9am-4pm · Closed Sun",
      "usp": "American scratch kitchen and bakery making soups, sandwiches, and cookies from scratch daily.",
      "loved": [
        "Philly cheesesteak",
        "homemade soups",
        "fresh cookies"
      ],
      "signature": "Brownies & Homemade Soup",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=The%20Patio%20Cafe%205950%20State%20Bridge%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/the-patio-cafe-and-bakery-duluth",
      "city": "Duluth",
      "addrKey": "duluth-5950-state",
      "cw": {
        "tier": "good",
        "note": "Plenty of indoor and patio seating.",
        "hasMeetingRoom": false
      },
      "website": "https://www.patiocafebakery.com/",
      "placeId": "ChIJS-L0ef-h9YgRE_2f231k7Ww",
      "curated": true,
      "county": "Fulton",
      "model": "independent"
    },
    {
      "name": "Shokku Bakery",
      "address": "3875 Venture Dr, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.2,
      "ratingCount": "94",
      "ratingNum": 94,
      "hours": "Daily 11am-8pm",
      "usp": "Metro Atlanta's first Hokkaido-style Japanese bakery inside Jusgo Supermarket.",
      "loved": [
        "matcha croissants",
        "crystal mochi",
        "melon pan"
      ],
      "signature": "Charcoal Croissant",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Shokku%20Bakery%203875%20Venture%20Dr%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/shokku-bakery-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3875-venture",
      "cw": {
        "tier": "limited",
        "note": "Inside Jusgo food court, counter service only.",
        "hasMeetingRoom": false
      },
      "website": "https://www.instagram.com/shokkubakery/",
      "placeId": "ChIJPcS5YACj9YgR74NNBnXaVGw",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Forest Cafe",
      "address": "3780 Old Norcross Rd, Ste 109, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.8,
      "ratingCount": "369",
      "ratingNum": 369,
      "hours": "Daily 9am-11pm",
      "usp": "Korean tanghulu and bingsu specialist; every drink and dessert made to order.",
      "loved": [
        "fresh-fruit tanghulu",
        "strawberry bingsu",
        "fish-shaped pastries"
      ],
      "signature": "Strawberry Tanghulu",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Forest%20Cafe%203780%20Old%20Norcross%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/forest-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3780-oldnorcross",
      "cw": {
        "tier": "good",
        "note": "Comfy sofa seating, some charging spots.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 11pm"
      },
      "website": "https://www.instagram.com/forest_cafe_ga/",
      "placeId": "ChIJ1ee7vEWj9YgRuakY6y4vmBc",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Cafe 104",
      "address": "3705 Old Norcross Rd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.2,
      "ratingCount": "503",
      "ratingNum": 503,
      "hours": "Daily 10am-11pm",
      "usp": "Japanese souffle pancakes and Korean-fusion brunch; widely cited as a Duluth study spot.",
      "loved": [
        "souffle pancakes",
        "bingsu",
        "kimchi avocado toast"
      ],
      "signature": "Mochi Souffle Pancakes",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Cafe%20104%203705%20Old%20Norcross%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/cafe-104-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3705-oldnorcross",
      "cw": {
        "tier": "excellent",
        "note": "Wi-Fi, outlets, open till 11pm — top-cited Duluth study spot.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 11pm"
      },
      "website": "https://www.cafe104duluth.com/",
      "placeId": "ChIJjRDCjXWj9YgRP6O-zrRHR50",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Boba Mocha",
      "address": "2628 Pleasant Hill Rd, Ste 100, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.6,
      "ratingCount": "1,065",
      "ratingNum": 1065,
      "hours": "Sun-Thu 11am-10pm · Fri-Sat 11am-11pm",
      "usp": "Longtime Duluth boba favorite with handmade Taiwanese teas, popping boba, and board games.",
      "loved": [
        "light-up boba cup",
        "popping boba",
        "board games"
      ],
      "signature": "Mix-and-match milk tea with popping boba",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Boba%20Mocha%202628%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/boba-mocha-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2628-pleasanthill",
      "cw": {
        "tier": "good",
        "note": "Cozy with couches, indoor + outdoor, board games.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm"
      },
      "website": "https://www.bobamochaonline.com/",
      "placeId": "ChIJWbYMlFSi9YgReTXKTrCaHUM",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Incha Duluth (Duck Ink + Boba)",
      "address": "3500 Gwinnett Pl Dr NW, Ste 6, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Specialty",
      "rating": 4.9,
      "ratingCount": "781",
      "ratingNum": 781,
      "hours": "Walk-ins; check socials for daily hours",
      "usp": "Korean-style cafe where you paint Duck Ink figurines while sipping boba.",
      "loved": [
        "figurine painting from $3",
        "taro milk tea",
        "budak ramen"
      ],
      "signature": "Duck Ink figurine + taro milk tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Incha%20Duluth%20Duck%20Ink%203500%20Gwinnett%20Pl%20Dr%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/incha-duck-ink-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3500-gwinnettpl",
      "cw": {
        "tier": "limited",
        "note": "Paint-your-own-ceramics activity venue.",
        "hasMeetingRoom": false
      },
      "website": "https://www.instagram.com/inchaduckink/",
      "placeId": "ChIJt6u5LoWj9YgR12fpaUNj6g8",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Orange Coffee Bar",
      "address": "3473 Old Norcross Rd, Ste 107, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 4.4,
      "ratingCount": "381",
      "ratingNum": 381,
      "hours": "Daily 10am-10pm",
      "usp": "Korean coffee bar known for sweet potato latte and summer bingsoo.",
      "loved": [
        "sweet potato latte",
        "bingsoo",
        "Wi-Fi & outdoor seating"
      ],
      "signature": "Sweet Potato Latte",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Orange%20Coffee%20Bar%203473%20Old%20Norcross%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/orange-coffee-bar-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3473-oldnorcross",
      "cw": {
        "tier": "excellent",
        "note": "Quiet, Wi-Fi, ample parking — recommended for working.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 10pm"
      },
      "website": "https://www.instagram.com/orangecoffeebar.duluth/",
      "placeId": "ChIJpxdHHgOj9YgRT2TKHqAJu88",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Tom N Toms Coffee Black",
      "address": "3473 Old Norcross Rd, Ste 100-A, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 4.4,
      "ratingCount": "332",
      "ratingNum": 332,
      "hours": "Daily 8am-10pm",
      "usp": "Korean coffee chain's Black-label flagship — 2 stories with an upstairs study area.",
      "loved": [
        "pretzel breads",
        "specialty espresso",
        "breakfast plates"
      ],
      "signature": "Honey butter pretzel + Americano",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Tom%20N%20Toms%20Coffee%20Black%203473%20Old%20Norcross%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/tom-n-toms-coffee-black-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3473-oldnorcross",
      "cw": {
        "tier": "excellent",
        "note": "Huge 2-story cafe with upstairs study area.",
        "hasMeetingRoom": true,
        "meetingRoomNote": "Private rooms upstairs — bookable via info@tomntomsatlanta.com"
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 10pm"
      },
      "website": "https://www.tomntomsatlanta.com/",
      "placeId": "ChIJ_S2mIQCj9YgRKDjTjwQxiQs",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Gonggan ATL",
      "address": "2645 N Berkeley Lake Rd NW, Ste 109, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 4.4,
      "ratingCount": "103",
      "ratingNum": 103,
      "hours": "Fri-Sun 11am-11pm · Closed Mon-Thu",
      "usp": "NYC/LA Korean cafe brand's first Atlanta outpost, weekends only, South Korean roasters.",
      "loved": [
        "dark green matcha",
        "Korean specialty coffee",
        "Earl Grey blueberry toast"
      ],
      "signature": "Matcha latte + croffle",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Gonggan%20ATL%202645%20N%20Berkeley%20Lake%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/gong-gan-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2645-nberkeley",
      "cw": {
        "tier": "good",
        "note": "Minimalist study spot — only Fri-Sun.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sun till 11pm"
      },
      "website": "https://www.instagram.com/gonggan.atl/",
      "placeId": "ChIJlwQvQf-j9YgRbt4L-yPzGjQ",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Kafeiin",
      "address": "3865 Venture Dr, Ste A, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 4.1,
      "ratingCount": "389",
      "ratingNum": 389,
      "hours": "Sun-Thu 9/10am-10pm · Fri-Sat 9am-11pm",
      "usp": "Independent Korean specialty cafe with playful lattes like corn and banana matcha.",
      "loved": [
        "corn latte",
        "banana matcha latte",
        "aesthetic interior"
      ],
      "signature": "Corn Latte",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Kafeiin%203865%20Venture%20Dr%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/kafeiin-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3865-venture",
      "cw": {
        "tier": "excellent",
        "note": "Modern minimalist, Wi-Fi, comfy seating, open late.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm"
      },
      "website": "https://www.instagram.com/kafeiin.coffee/",
      "placeId": "ChIJ0-b3MwCj9YgRFVVeq4bS0Nc",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Fujiissa",
      "address": "3875 Venture Dr, Unit A10, Duluth, GA 30096 (Tokyo Kuma Food Court)",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.6,
      "ratingCount": "163",
      "ratingNum": 163,
      "hours": "Mon-Fri 11:30am-8pm · Sat-Sun 11am-8pm",
      "usp": "Japanese matcha dessert counter inside Tokyo Kuma food court — authentic uji matcha.",
      "loved": [
        "matcha soft serve",
        "Fujisa Special parfait",
        "self-order kiosk"
      ],
      "signature": "Fujisa Special matcha parfait",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Fujiissa%203875%20Venture%20Dr%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/fujiissa-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3875-venture",
      "cw": {
        "tier": "limited",
        "note": "Counter inside Tokyo Kuma food court.",
        "hasMeetingRoom": false
      },
      "website": "https://fujiissa.com/",
      "placeId": "ChIJXSooIACj9YgRpyWAqRTwF5c",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Yezi Coconut Dessert",
      "address": "2174 Pleasant Hill Rd, Ste 106, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.3,
      "ratingCount": "172",
      "ratingNum": 172,
      "hours": "Daily 12pm-9pm",
      "usp": "Georgia's first coconut-based dessert shop, crafting young-coconut puddings and clouds with a reusable-jar program.",
      "loved": [
        "real fruit",
        "fresh coconut base",
        "reusable jar trade-in"
      ],
      "signature": "Mango Coconut Snowy",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Yezi%20Coconut%20Dessert%202174%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/yezi-coconut-dessert-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2174-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Small dessert shop — not a sit-and-work spot.",
        "hasMeetingRoom": false
      },
      "website": "https://www.yezicoconutatl.com/",
      "placeId": "ChIJsb_4QUSj9YgRDhbbvw5cgpU",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Fluffy Fluffy Dessert Cafe",
      "address": "2180 Pleasant Hill Rd, Ste B4, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.4,
      "ratingCount": "1,053",
      "ratingNum": 1053,
      "hours": "Mon-Fri 11am-10pm · Sat-Sun 9am-10pm",
      "usp": "Japanese souffle pancakes hand-whipped to order.",
      "loved": [
        "jiggly pancakes",
        "matcha tiramisu",
        "creme brulee top"
      ],
      "signature": "Strawberry Tiramisu Souffle Pancakes",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Fluffy%20Fluffy%20Dessert%20Cafe%202180%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/fluffy-fluffy-dessert-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2180-pleasanthill",
      "cw": {
        "tier": "limited",
        "note": "Dine-and-leave dessert cafe.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Daily till 10pm"
      },
      "website": "https://www.fluffyfluffy.com/locations/duluth",
      "placeId": "ChIJDxYx1SCj9YgRtkcQ-5-k5Pc",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Qamaria Yemeni Coffee Co.",
      "address": "2645 N Berkeley Lake Rd NW, Ste 221, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 4.5,
      "ratingCount": "251",
      "ratingNum": 251,
      "hours": "Sun-Thu 12pm-11pm · Fri-Sat 12pm-12am",
      "usp": "Late-night Yemeni coffeehouse pouring adeni, mofawar, and qishr brews with cardamom and saffron.",
      "loved": [
        "adeni chai",
        "honeycomb pastries",
        "large seating, open late"
      ],
      "signature": "Adeni Tea with Honeycomb Bread",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Qamaria%20Yemeni%20Coffee%202645%20N%20Berkeley%20Lake%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/qamaria-yemeni-coffee-duluth",
      "city": "Duluth",
      "addrKey": "duluth-2645-nberkeley",
      "cw": {
        "tier": "excellent",
        "note": "3,600 sqft, ~140 seats, open till late — built for studying.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "midnight",
        "when": "Fri-Sat till midnight; rest till 11pm"
      },
      "website": "https://www.instagram.com/qamariacoffeeatl/",
      "placeId": "ChIJh4jIqNyj9YgRu1_QcC8GzmA",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "Yibna Cafe",
      "address": "3700 Crestwood Pkwy NW, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Coffee",
      "rating": 5.0,
      "ratingCount": "620",
      "ratingNum": 620,
      "hours": "Mon-Fri 8am-6pm · Sat 8am-3pm · Closed Sun",
      "usp": "Drive-thru Mediterranean-fusion coffee shop with Yemeni and Middle Eastern flavors.",
      "loved": [
        "matcha lattes",
        "drive-thru",
        "Middle Eastern pastries"
      ],
      "signature": "Sahlab Latte",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Yibna%20Cafe%203700%20Crestwood%20Pkwy%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/yibna-caf%C3%A9-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3700-crestwood",
      "cw": {
        "tier": "good",
        "note": "Plenty of chairs and outdoor seating.",
        "hasMeetingRoom": false
      },
      "website": "https://yibnacafe.com/",
      "placeId": "ChIJC3WdtKij9YgRW4poSauN8aE",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "El Cafe by La Abuela",
      "address": "1630 Pleasant Hill Rd, Ste 260, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.4,
      "ratingCount": "1,016",
      "ratingNum": 1016,
      "hours": "Mon-Thu 10:30am-9pm · Fri-Sun 10am-11pm",
      "usp": "Colombian-rooted dessert cafe with crepes, waffles, milkshakes, and banana splits.",
      "loved": [
        "towering milkshakes",
        "fruit crepes",
        "banana splits"
      ],
      "signature": "Crepes y Fresas (Strawberry Crepes)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=El%20Cafe%20by%20La%20Abuela%201630%20Pleasant%20Hill%20Rd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/el-cafe-by-la-abuela-duluth-2",
      "city": "Duluth",
      "addrKey": "duluth-1630-pleasanthill",
      "cw": {
        "tier": "good",
        "note": "Dine-in works; not marketed for studying.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat & Sun till 11pm"
      },
      "website": "https://www.elcafebylaabuela.com/",
      "placeId": "ChIJXTE1tmqj9YgRCR9QgRZ09EM",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Date un Gusto",
      "address": "3350 Steve Reynolds Blvd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.6,
      "ratingCount": "133",
      "ratingNum": 133,
      "hours": "Sun-Thu 8am-10pm · Fri-Sat 8am-11pm",
      "usp": "Venezuelan-Colombian bakery-cafe with arepas, cachapas, tres-leches, and South American coffee.",
      "loved": [
        "fresh arepas",
        "signature cake",
        "Venezuelan coffee"
      ],
      "signature": "Cachapa with Queso de Mano",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Date%20un%20Gusto%203350%20Steve%20Reynolds%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/date-un-gusto-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3350-steve",
      "cw": {
        "tier": "good",
        "note": "Latin bakery + coffee, modest dine-in.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 11pm"
      },
      "website": "https://www.instagram.com/dateungusto.atl/",
      "placeId": "ChIJCRoynPqj9YgRDsoE_v7XnAM",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "7 Leaves Cafe",
      "address": "4020 Satellite Blvd, Ste 118, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.6,
      "ratingCount": "218",
      "ratingNum": 218,
      "hours": "Mon-Thu 10am-8pm · Fri-Sat 10am-10pm · Sun 10am-9pm",
      "usp": "Vietnamese-American tea chain with childhood flavors like mung bean and Thai tea — drive-thru.",
      "loved": [
        "mung bean milk tea",
        "jasmine macchiato",
        "drive-thru"
      ],
      "signature": "Mung Bean Milk Tea",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=7%20Leaves%20Cafe%204020%20Satellite%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/7-leaves-cafe-duluth-duluth",
      "city": "Duluth",
      "addrKey": "duluth-4020-satellite",
      "cw": {
        "tier": "good",
        "note": "Wi-Fi; medium size, fills quickly.",
        "hasMeetingRoom": false
      },
      "late": {
        "tier": "10pm+",
        "when": "Fri-Sat till 10pm"
      },
      "website": "https://7leavescafe.com/locations/satellite/",
      "placeId": "ChIJeVScd9Wj9YgRPvfMkoImdOw",
      "curated": true,
      "county": "Gwinnett",
      "model": "franchise"
    },
    {
      "name": "The Quynh Cafe",
      "address": "3665 Club Dr, Ste 102a, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Dessert Cafe",
      "rating": 4.3,
      "ratingCount": "319",
      "ratingNum": 319,
      "hours": "Mon, Wed-Sun 10am-8pm · Closed Tue",
      "usp": "Modern Vietnamese cafe celebrating chè and phin-dripped robusta coffee.",
      "loved": [
        "Vietnamese coffee",
        "chè desserts",
        "natural light"
      ],
      "signature": "Chè Thái (Vietnamese Fruit Dessert Soup)",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=The%20Quynh%20Cafe%203665%20Club%20Dr%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/the-quynh-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3665-club",
      "cw": {
        "tier": "good",
        "note": "Vietnamese coffee/boba; on local quiet-study lists.",
        "hasMeetingRoom": false
      },
      "website": "https://www.facebook.com/theQuynhCafe/",
      "placeId": "ChIJp65w1S-j9YgRE9o1oSp-FYQ",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Lemon Sweets Bakery & Cafe",
      "address": "3531 Peachtree Industrial Blvd, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Bakery+Cafe",
      "rating": 4.7,
      "ratingCount": "239",
      "ratingNum": 239,
      "hours": "Mon, Wed-Thu, Sun 10:30am-8:30pm · Fri-Sat to 9:30pm · Closed Tue",
      "usp": "Asian-owned bakery and boba shop blending Vietnamese, Chinese, and Korean pastries.",
      "loved": [
        "mango bingsu",
        "durian mille crepe",
        "purple yam pastries"
      ],
      "signature": "Mango Bingsu",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Lemon%20Sweets%20Bakery%203531%20Peachtree%20Industrial%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/lemon-sweets-bakery-and-cafe-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3531-peachtree",
      "cw": {
        "tier": "good",
        "note": "Cozy, fine for studying with friends.",
        "hasMeetingRoom": false
      },
      "website": "https://www.lemonsweetsbakery.com/",
      "placeId": "ChIJqysGDoij9YgR4N7l5zw0c4o",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Wich Tea",
      "address": "3350 Steve Reynolds Blvd, Ste 303, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Specialty",
      "rating": 4.8,
      "ratingCount": "468",
      "ratingNum": 468,
      "hours": "Mon, Wed-Thu 9am-7:30pm · Fri-Sat 10am-9pm · Sun 10am-7:30pm · Closed Tue",
      "usp": "Family-run Vietnamese cafe with in-house-baked banh mi and Vietnamese coffee.",
      "loved": [
        "fresh-baked bread",
        "well-seasoned banh mi",
        "everything under $10"
      ],
      "signature": "Chargrilled Pork Banh Mi",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Wich%20Tea%203350%20Steve%20Reynolds%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/wich-tea-duluth-3",
      "city": "Duluth",
      "addrKey": "duluth-3350-steve",
      "cw": {
        "tier": "good",
        "note": "Plenty of seating, board games; takeout-leaning.",
        "hasMeetingRoom": false
      },
      "website": "https://linktr.ee/wichteabanhmi",
      "placeId": "ChIJ_f0IFwWj9YgRT8ZnfvUKpYk",
      "curated": true,
      "county": "Gwinnett",
      "model": "independent"
    },
    {
      "name": "Tea Drip",
      "address": "3675 Satellite Blvd, Ste 1020, Duluth, GA 30096",
      "lat": 0,
      "lng": 0,
      "category": "Tea/Boba",
      "rating": 4.6,
      "ratingCount": "243",
      "ratingNum": 243,
      "hours": "Sun-Thu 10am-9pm · Fri-Sat 10am-10pm",
      "usp": "Vietnamese drip coffee bar pairing Dalat coffee with Japanese matcha and real-ingredient boba.",
      "loved": [
        "real taro paste",
        "ube drip coffee",
        "homemade desserts"
      ],
      "signature": "Ube Drip Coffee",
      "googleUrl": "https://www.google.com/maps/search/?api=1&query=Tea%20Drip%203675%20Satellite%20Blvd%20Duluth%20GA",
      "yelpUrl": "https://www.yelp.com/biz/tea-drip-duluth",
      "city": "Duluth",
      "addrKey": "duluth-3675-satellite",
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    "duluth-4500-satellite": "Satellite Blvd",
    "duluth-3455-peachtree": "Peachtree Industrial",
    "duluth-3531-peachtree": "Peachtree Industrial",
    "duluth-3545-peachtree": "Peachtree Industrial",
    "duluth-3473-oldnorcross": "Old Norcross",
    "duluth-3705-oldnorcross": "Old Norcross",
    "duluth-3780-oldnorcross": "Old Norcross",
    "duluth-3875-venture": "Venture Dr",
    "duluth-3865-venture": "Venture Dr",
    "duluth-5950-state": "State Bridge",
    "duluth-3500-gwinnettpl": "Gwinnett Place",
    "duluth-3700-crestwood": "Gwinnett Place",
    "duluth-3350-steve": "Steve Reynolds",
    "duluth-3182-steve": "Steve Reynolds",
    "duluth-3665-club": "Club Dr",
    "duluth-6000-medlock": "Johns Creek",
    "duluth-2870-peachtree": "Peachtree Industrial",
    "duluth-2227-duluth": "Sugarloaf",
    "duluth-2205-pleasanthill": "Pleasant Hill",
    "duluth-3122-hillst": "Downtown Duluth",
    "duluth-3300-peachtreeindustrial": "Peachtree Industrial",
    "duluth-11160-medlock": "Johns Creek",
    "duluth-3312-peachtree": "Peachtree Industrial"
  },
  "cities": [
    "Duluth"
  ],
  "regionLabel": "Duluth",
  "ratingPriors": {
    "C": 4.320000000000005,
    "m": 238,
    "population": 1705,
    "source": "shops.json + places.json; rating_priors.py"
  }
}