The most comprehensive Food Data Scraping platform in the UK — delivering real-time food data insights from 500,000+ restaurants, menus, Just Eat, Deliveroo, Uber Eats, and major grocery chains. FSA-rated, Natasha’s Law-compliant food data intelligence via a single REST API.
{ "restaurant_id": "rd_gb_5529341", "name": "Dishoom – Covent Garden", "cuisine": "Indian Bombay Cafe", "rating": 4.8, "fsa_hygiene_rating": 5, "fsa_authority": "Westminster City Council", "delivery_platforms": [ "deliveroo", "uber_eats" ], "menu_item": { "name": "Lamb Raan Burger", "price_gbp": 16.50, "calories": 720, "allergens_natashas_law": [ "cereals_gluten", "milk" ], "in_stock": true }, "geo": { "city": "London", "borough": "Westminster", "postcode": "WC2H 9FB", "lat": 51.5130, "lng": -0.1240 } }
UK-specific food data intelligence includes FSA food hygiene ratings, Natasha’s Law allergen fields, GBP pricing, UK postcode data, and platform coverage unique to the British market. All normalized to a single clean JSON schema.
From UK-born food tech startups to global restaurant groups expanding across Britain — here is how teams across industries use our UK food data intelligence in production today.
Compliance platforms, franchise operators, and food safety consultants use our FSA rating data to monitor hygiene scores across thousands of UK restaurants simultaneously. Get alerted when a rating drops below threshold, when an inspection is overdue, or when a competitor’s rating improves — with full local authority attribution across England, Wales, and Northern Ireland.
UK food allergy apps, dietary management platforms, and restaurant compliance tools use our 14-allergen dataset to power Natasha’s Law compliant menus, ingredient disclosure audits, and consumer-facing allergy alerts. Our data distinguishes confirmed allergen presence from "may contain" advisories — a critical legal distinction under UK food safety law.
UK AI teams fine-tune LLMs with our 40M+ menu item corpus — covering British, South Asian, Chinese, West African, and all major UK cuisine categories — to build restaurant recommendation engines, dietary chatbots, and calorie estimation apps calibrated to British eating habits and portion sizes.
Research firms and FMCG brands track menu price inflation across London, Manchester, Edinburgh, and all UK regions in real time. Benchmark how post-Brexit ingredient costs, energy surcharges, and the National Living Wage increases are being passed through to menu prices across the full spectrum of UK dining.
UK delivery startups and aggregator platforms monitor pricing, ETA, delivery fee structures, and menu coverage across Just Eat, Deliveroo, and Uber Eats in real time. Identify platform coverage gaps by postcode, track which restaurants hold exclusivity agreements, and benchmark delivery fee competitiveness across all UK metro areas.
UK multi-site operators and international chains entering the British market monitor competitor menu updates, price changes, and new openings in real time across all UK cities. Track how rival chains price differently in London vs. the North, or how premium positioning shifts between Edinburgh and Glasgow outlets.
UK property developers, retail asset managers, and high street landlords use our geo-tagged restaurant data to analyse F&B density by postcode, identify cuisine gaps in new developments, and benchmark food court tenant mix. Evaluate whether a new retail scheme in Birmingham, Leeds, or Bristol has the right food operator blend for its catchment.
Health tech platforms and NHS-adjacent apps use our calorie and macronutrient data — covering all UK chains subject to the April 2022 Calorie Labelling Regulations — to power dietary tracking, weight management programmes, and nutritional counselling tools that reference real UK restaurant menu data in clinical and consumer settings.
PE firms and family offices track UK restaurant chain expansion velocity, delivery platform penetration, FSA rating trends, and menu pricing maturity to evaluate British F&B investments. Unit-level data across all UK regions reveals operational health signals — such as hygiene rating decline or delivery fee increases — that are invisible in company accounts alone.
A preview of exactly what our UK food data scraping API returns. Every record below is representative of the structured food data intelligence we deliver — with FSA ratings, GBP pricing, Natasha’s Law allergen fields, and delivery platform data.
| # | Restaurant | Cuisine | City / Area | Rating | FSA Score | Platforms | Price (GBP) | Hours | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 01 | DishoomCovent Garden, London | Indian Bombay | London | 5 ✓ | DRUE | $$$ | 12pm–11pm | 2025-05-28 16:10 | |
| 02 | Nando’sOxford St, London | Portuguese Chicken | London | 5 ✓ | JEDRUE | $$ | 11:30am–11pm | 2025-05-28 15:55 | |
| 03 | The IvyWest Street, London | British Modern | London | 5 ✓ | DR | $$$$ | 12pm–11:30pm | 2025-05-28 15:40 | |
| 04 | BundobustMill Hill, Leeds | Indian Street Food | Leeds | 5 ✓ | JEUE | $$ | 12pm–10pm | 2025-05-28 14:30 | |
| 05 | Brasserie ZedelPiccadilly, London | French Brasserie | London | 5 ✓ | DR | $$ | 11:30am–12am | 2025-05-28 15:20 | |
| 06 | Ox and FinchSauchiehall St, Glasgow | Scottish Small Plates | Glasgow | 5 ✓ | DR | $$$ | 12pm–10pm | 2025-05-28 14:10 | |
| 07 | Turtle BayCorn Street, Bristol | Caribbean | Bristol | 4 | JEUE | $$ | 12pm–11pm | 2025-05-28 13:50 | |
| 08 | HawksmoorDeansgate, Manchester | British Steakhouse | Manchester | 5 ✓ | DR | $$$$ | 12pm–10:30pm | 2025-05-28 15:00 | |
| 09 | Chai StreetCity Centre, Birmingham | Bangladeshi | Birmingham | 3 | JEDR | $ | 11am–11pm | 2025-05-28 12:45 | |
| 10 | The SeahorseDartmouth Quay, Devon | British Seafood | Dartmouth | 5 ✓ | Direct | $$$$ | 12pm–9:30pm | 2025-05-28 11:00 |
Every major food data source in the UK market — delivery platforms, review sites, grocery chains, regulatory databases, and direct restaurant websites across all four nations.
Our food data scraping infrastructure covers every UK nation, from hyperlocal London boroughs and Manchester districts to Edinburgh neighbourhoods, Cardiff wards, and Belfast city centre — down to individual postcode unit level.
London • Manchester • Birmingham • Leeds • Bristol • Liverpool • Newcastle • Sheffield
Edinburgh • Glasgow • Aberdeen • Dundee • Inverness • Stirling
Cardiff • Swansea • Newport • Wrexham • Bangor
Belfast • Derry–Londonderry • Lisburn • Newry • Armagh
No scraping infrastructure to build or maintain. You define your UK data scope — we handle the rest, including FSA data enrichment and allergen normalization.
Select nations, cities, postcodes, cuisine types, and platforms (Just Eat, Deliveroo, etc.). Configure fields like FSA rating, allergens, GBP pricing, or calorie data and refresh frequency.
Our UK infrastructure crawls your selected sources, cross-references FSA open data for hygiene ratings, validates Natasha’s Law allergen fields, and normalizes everything to one schema.
Query structured JSON via REST API with GBP pricing and FSA ratings included as standard. Set up webhooks for change events or pull bulk CSV/JSON exports on any schedule.
Get alerted when menus change, FSA ratings update after inspections, or new restaurants open in your target postcodes. Adjust scope seasonally for Christmas menus, summer openings, and more.
FAQs
At WebFusionData, we specialize in cutting-edge web scraping solutions to help you unlock valuable insights and drive business growth. Whether you need custom data extraction, real-time monitoring, or large-scale web scraping, our team is here to assist you.
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