# Extract and categorize data on bars and restaurants from websites

Extract valuable insights on bars and restaurants effortlessly — automated data collection that outshines manual efforts

Archived sample configuration. Sample data is illustrative, not live data.

Build this in Jsonify: https://factory.jsonify.com/setup?q=Extract+and+categorize+data+on+bars+and+restaurants+from+websites

## Goal

Extract and categorize data on bars and restaurants from websites

## Sources

- tripadvisor.co.uk

- justeat.co.uk

- deliveroo.co.uk

- yelp.co.uk

- zomato.com

- squaremeal.co.uk

- designmynight.com

- timeout.com

- google.com

- berlinfoodstories.com

## Sample data

id | Source | Restaurant | Category | Location | Rating | Reviews | Price Range | Last Updated | Reservation Status

1 | tripadvisor.co.uk | The Ivy Chelsea Garden | Modern European | King's Road, London | 4.5 | 3,412 | £££ | 2026-02-02 | Available

2 | justeat.co.uk | Pizzeria Paradiso | Pizza | Camden, London | 4.2 | 1,128 | ££ | 2026-02-03 | Unavailable (delivery only)

3 | deliveroo.co.uk | Bao Time | Taiwanese | Shoreditch, London | 4.6 | 2,005 | ££ | 2026-02-04 | Not required (takeaway)

4 | yelp.co.uk | Bird of Smithfield | Cocktail Bar | Smithfield, London | 4.3 | 876 | £££ | 2026-02-01 | Available (limited)

5 | zomato.com | Dishoom Covent Garden | Indian | Covent Garden, London | 4.7 | 9,014 | £££ | 2026-02-03 | Waitlist

6 | squaremeal.co.uk | Levan | Modern British | Islington, London | 4.4 | 642 | £££ | 2026-02-02 | Available (book online)

7 | designmynight.com | NYLO Rooftop | Rooftop Bar | South Bank, London | 4.1 | 521 | ££ | 2026-02-04 | Available (events only)

8 | timeout.com | Hoppers Soho | Sri Lankan | Soho, London | 4.5 | 4,210 | ££ | 2026-02-03 | Fully Booked (evening)

9 | google.com | Smokestak | BBQ | Hackney Wick, London | 4.6 | 7,880 | £££ | 2026-02-04 | Available (call to book)

10 | berlinfoodstories.com | Kreuzberg Kebab Co. | Street Food | Kreuzberg, Berlin | 4.0 | 314 | € | 2026-02-02 | Walk-in only

11 | tripadvisor.co.uk | The Ledbury | Fine Dining | Notting Hill, London | 4.8 | 5,230 | ££££ | 2026-02-01 | Fully Booked (two weeks)

12 | justeat.co.uk | Wingman | Chicken Wings | Brixton, London | 4.0 | 1,042 | £ | 2026-02-04 | Unavailable (delivery only)

13 | deliveroo.co.uk | Padella | Pasta | Borough Market, London | 4.7 | 8,400 | ££ | 2026-02-03 | Queue (no reservations)

14 | yelp.co.uk | The Nightjar | Speakeasy | Old Street, London | 4.6 | 2,190 | £££ | 2026-02-02 | Booked (members priority)

15 | zomato.com | Flat Iron | Steakhouse | Soho, London | 4.4 | 6,550 | ££ | 2026-02-04 | Walk-in / App queue

16 | squaremeal.co.uk | CORE by Clare Smyth | Fine Dining | Notting Hill, London | 4.9 | 3,150 | ££££ | 2026-02-01 | Limited (online only)

17 | designmynight.com | Sushi Samba | Japanese/Peruvian | Bishopsgate, London | 4.2 | 2,980 | ££££ | 2026-02-03 | Available (late slots)

18 | timeout.com | Dishoom Kings Cross | Indian | King's Cross, London | 4.6 | 11,200 | ££ | 2026-02-04 | Waitlist / Standby

19 | google.com | Gordon Ramsay Street Pizza | Pizza | Mayfair, London | 4.1 | 1,058 | ££ | 2026-02-02 | Available (limited)

20 | berlinfoodstories.com | Curry 36 | Currywurst | Kreuzberg, Berlin | 4.3 | 1,874 | € | 2026-02-03 | Walk-in only

21 | tripadvisor.co.uk | Sky Garden Fenchurch | Skybar | City of London | 4.0 | 14,300 | £££ | 2026-02-04 | Timed Tickets Required

22 | justeat.co.uk | Mama's Deli | Sandwiches | Islington, London | 4.1 | 412 | £ | 2026-02-01 | Not applicable (delivery)

23 | deliveroo.co.uk | Temper Shoreditch | Steak & Tapas | Shoreditch, London | 4.3 | 1,760 | £££ | 2026-02-03 | Available (tables)

24 | yelp.co.uk | Callooh Callay | Cocktail Bar | Shoreditch, London | 4.2 | 1,320 | ££ | 2026-02-02 | Available (bar seating)

25 | zomato.com | Franco Manca Brixton | Sourdough Pizza | Brixton, London | 4.0 | 3,010 | £ | 2026-02-04 | Walk-in only

26 | squaremeal.co.uk | Core by Clare Smyth - Pop-up | Tasting Menu | Chelsea, London | 4.8 | 220 | ££££ | 2026-02-03 | Invitation only

27 | designmynight.com | Night Tales | Live Music Bar | Camden, London | 4.1 | 689 | ££ | 2026-02-02 | Available (event bookings)

28 | timeout.com | The Ledbury Brunch | Brunch | Notting Hill, London | 4.7 | 2,430 | £££ | 2026-02-04 | Booked (weekends)

29 | google.com | BaoziInn | Chinese (Cantonese) | Soho, London | 4.5 | 3,820 | ££ | 2026-02-03 | Walk-in / Short wait

30 | berlinfoodstories.com | Monsieur Vuong | Vietnamese | Mitte, Berlin | 4.4 | 1,045 | €€ | 2026-02-01 | Available (online booking)

## Additional fields

## Dashboard widgets

- {"id": "fa3af6e3", "size": "small", "type": "metric", "title": "Total Bars & Restaurants Tracked", "column": 0}

- {"id": "2261855e", "size": "medium", "type": "donut", "title": "Cuisine Type Distribution", "column": 0}

- {"id": "cad63c67", "size": "small", "type": "metric", "title": "Average Delivery Time (mins)", "column": 0}

- {"id": "d962d86d", "size": "medium", "type": "insights", "title": "Key Observations on Bar and Restaurant Trends", "column": 1}

- {"id": "4e629455", "size": "medium", "type": "horizontal_bar", "title": "Most Popular Bar Locations", "column": 1}

- {"id": "9c3b4b0c", "size": "large", "type": "line", "title": "Average Rating Trend Over Time", "column": 2}

- {"id": "321b0f4b", "size": "large", "type": "table", "title": "Detailed Listing of Restaurants", "column": 2}

- {"id": "3e80e8f2", "size": "medium", "type": "bar", "title": "Average Prices by Cuisine Type", "column": 2}

- {"id": "d5c0fa20", "size": "medium", "type": "bar", "title": "Top 10 Restaurants by Customer Reviews", "column": 3}

- {"id": "2ed4af4f", "size": "large", "type": "area", "title": "New Listings Growth Over Time", "column": 3}

- {"id": "e6c0f137", "size": "large", "type": "table", "title": "Top Rated Restaurants by Source", "column": 3}

## Alerts

- {"id": "new_listing", "icon": "bi-plus-circle-fill", "item": "The Gourmet Burger Kitchen", "title": "New Listing Appears", "source": "deliveroo.co.uk", "enabled": true, "send_to": "email", "severity": "success", "subtitle": "now available on Deliveroo"}

- {"id": "price_change", "icon": "bi-tag-fill", "item": "Fine Dining Experience", "title": "Price Change Detected", "source": "timeout.com", "enabled": false, "send_to": "slack", "severity": "warning", "subtitle": "is now £120 (+£20)"}

- {"id": "availability_change", "icon": "bi-box-seam", "item": "The Ivy", "title": "Reservation Status Changed", "source": "tripadvisor.co.uk", "enabled": false, "send_to": "teams", "severity": "warning", "subtitle": "now fully booked"}

- {"id": "new_venue_detected", "icon": "bi-plus-circle-fill", "item": "Nobu London", "title": "New Venue Detected", "source": "tripadvisor.co.uk", "enabled": true, "send_to": "webhook", "severity": "success", "subtitle": "listed on TripAdvisor"}

- {"id": "product_removed", "icon": "bi-dash-circle-fill", "item": "Pizza Express", "title": "Product Removed from Source", "source": "justeat.co.uk", "enabled": false, "send_to": "email", "severity": "danger", "subtitle": "no longer listed on Just Eat"}

## Integrations

- google-sheets

- email

- teams