# 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 | Contemporary British | Chelsea, London | 4.5 | 3,842 | £35-£60 | 2026-02-02 | Available (Online)

2 | justeat.co.uk | Mamma Mia Pizzeria | Italian / Pizza | Shoreditch, London | 4.2 | 1,128 | £8-£22 | 2026-02-03 | Delivery Only

3 | deliveroo.co.uk | Baozi & Co. | Asian Street Food | Brixton, London | 4.6 | 754 | £6-£14 | 2026-02-04 | Collection / Delivery

4 | yelp.co.uk | The Blackfriar | Pub / Gastropub | Blackfriars, London | 4.0 | 512 | £10-£30 | 2026-02-01 | Walk-ins Preferred

5 | zomato.com | Saffron House | Indian | Canning Town, London | 4.3 | 1,001 | £12-£28 | 2026-02-03 | Available (Phone)

6 | squaremeal.co.uk | The River Café | Italian Fine Dining | Hammersmith, London | 4.8 | 2,340 | £70-£150 | 2026-01-31 | Booked Out (Evening)

7 | designmynight.com | Nightjar Jazz Bar | Cocktail Bar | Old Street, London | 4.7 | 1,890 | £12-£25 | 2026-02-04 | Tickets Required

8 | timeout.com | Padella Borough Market | Italian / Pasta | Borough, London | 4.6 | 6,410 | £7-£18 | 2026-02-02 | Queue Only (No Reservations)

9 | google.com | Koya Bar | Japanese | Soho, London | 4.4 | 2,219 | £10-£35 | 2026-02-04 | Available (Online)

10 | berlinfoodstories.com | Curry 36 (Takeaway) | Street Food | Kreuzberg, Berlin | 4.1 | 3,104 | €4-€9 | 2026-02-03 | Takeaway Only

11 | tripadvisor.co.uk | Dishoom Covent Garden | Indian | Covent Garden, London | 4.5 | 15,632 | £15-£35 | 2026-02-02 | Available (Timed Slots)

12 | justeat.co.uk | Spice Box (Bangladeshi) | Indian | Bradford | 3.9 | 248 | £6-£20 | 2026-02-03 | Delivery Only

13 | deliveroo.co.uk | Pollen Street Social | Modern European | Mayfair, London | 4.7 | 1,210 | £55-£120 | 2026-02-04 | Reservation Recommended

14 | yelp.co.uk | Ottolenghi Islington | Middle Eastern / Deli | Islington, London | 4.4 | 3,005 | £8-£30 | 2026-02-01 | Walk-ins & Reservations

15 | zomato.com | Hoppers | Sri Lankan / South Indian | Soho, London | 4.5 | 4,502 | £10-£25 | 2026-02-03 | Available (Online)

16 | squaremeal.co.uk | Gymkhana | Indian Fine Dining | Mayfair, London | 4.6 | 4,790 | £45-£90 | 2026-02-02 | Booked (Evening)

17 | designmynight.com | Dinerama Street Food | Street Food Market | Shoreditch, London | 4.2 | 2,342 | £4-£20 | 2026-02-04 | Open Event

18 | timeout.com | Alexandra Palace Cafe | Cafe / Brunch | Wood Green, London | 4.1 | 678 | £6-£18 | 2026-02-01 | Walk-ins Only

19 | google.com | Flat Iron | Steakhouse | Kensington, London | 4.3 | 8,120 | £20-£40 | 2026-02-04 | Queue / No Reservations

20 | berlinfoodstories.com | Cookies Cream | Vegetarian Fine Dining | Mitte, Berlin | 4.5 | 930 | €35-€65 | 2026-02-02 | Reservation Required

21 | tripadvisor.co.uk | Sketch (The Gallery) | Contemporary European | Mayfair, London | 4.4 | 5,210 | £60-£130 | 2026-02-01 | Limited Availability

22 | justeat.co.uk | Wok n Roll | Chinese | Birmingham | 4.0 | 386 | £5-£18 | 2026-02-03 | Delivery & Collection

23 | deliveroo.co.uk | Burger & Lobster | Seafood / Burgers | Soho, London | 4.2 | 3,412 | £15-£45 | 2026-02-04 | Available (Phone)

24 | yelp.co.uk | The Ledbury | Modern European | Notting Hill, London | 4.8 | 2,984 | £85-£160 | 2026-02-02 | Booked Months Ahead

25 | zomato.com | Franco Manca | Pizza | Various, London | 4.1 | 9,102 | £6-£12 | 2026-02-03 | Walk-ins / Counter

26 | squaremeal.co.uk | Berenjak | Persian | Brixton, London | 4.3 | 1,045 | £20-£40 | 2026-02-01 | Available (Online)

27 | designmynight.com | The Alchemist | Cocktail Bar | Liverpool Street, London | 4.0 | 2,501 | £10-£25 | 2026-02-04 | Reservations Advised

28 | timeout.com | Padella (Newcastle) | Italian / Pasta | Newcastle upon Tyne | 4.5 | 1,872 | £8-£20 | 2026-02-02 | Timed Tickets

29 | google.com | St. JOHN Bread & Wine | British / Bakery | Smithfield, London | 4.2 | 1,654 | £6-£28 | 2026-02-04 | Walk-ins Only

## 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