Book a Demo →
Core Verticals
Restaurant Menu Data Grocery & Quick Commerce Alcohol, Tobacco & Vape Coffee & Beverage Data NEW Health & Specialty Diet NEW
Delivery Methods
Web Data Scraping Mobile App Scraping Real-Time APIs Custom Aggregator
Frequency & Format
Scheduled Feeds Data-as-a-Service
Top Platforms
Zomato Uber Eats DoorDash Deliveroo Blinkit Zepto Instacart Total Wine View all 60+ platforms →
Free Pilot Project

1,000 records from any platform, any country. No credit card.

Start free pilot →
Custom & Enterprise

Multi-platform pipelines, real-time feeds.

Request quote →
Demand & Pricing
AI Demand Forecasting HOT Real-Time Price Monitoring Delivery Fee & ETA Intelligence Sales & Demand Trends
Consumer & Brand
Reviews & AI Sentiment AI AI Restaurant Intelligence AI Grocery Intelligence Hyperlocal Intelligence
Specialized
Cloud & Dark Kitchen Tracking HOT Foodservice Lead Intelligence Nutrition & Allergen Compliance NEW Flavor & Ingredient Insights All AI services →
2026 AI Trend Report

50+ pages · trends across USA, UK, UAE & India.

Download free →
Book AI Demo

See AI demand forecasting live.

Schedule demo →
Restaurant Databases
USA Restaurant Database UK Restaurant Database Australia Restaurant DB India Restaurant DB UAE, Canada + 50 Countries View all country datasets →
Menu & Pricing Datasets
Cuisine-wise Menu Data Menu Pricing Dataset Nutrition & Allergen Dataset Product Barcode & UPC Data Liquor & Beverage Dataset View all menu datasets →
Location & POI Data
Restaurant POI Dataset Chain Location Data Supermarket Store Locator DB Q-Commerce Dark Store DB View all location datasets →
Top Datasets
Zomato Dataset Swiggy Dataset Blinkit Dataset Zepto Dataset Total Wine Dataset Vivino Dataset All Top Dataset →
Live Dashboards
Food Delivery Dashboard Grocery Dashboard Q-Commerce Dashboard Liquor Trend Dashboard
Price Monitoring
Grocery Price Tracker All-in-One Price Monitor Cross-Country Parity
Intelligence Views
Hyperlocal Market Map Restaurant Chain Tracker AI Trend Dashboard All dashboards →
White-Label SaaS

Custom dashboard with your branding.

Request custom →
Live Demo

See price monitoring live.

Watch demo →
Priority Markets
🇺🇸 United States P1 🇬🇧 United Kingdom P1 🇦🇪 UAE / Gulf P1 🇮🇳 India P1
Asia-Pacific
🇸🇬 Singapore 🇦🇺 Australia 🇲🇾 Malaysia 🇯🇵 Japan
Middle East
🇸🇦 Saudi Arabia 🇶🇦 Qatar & 🇰🇼 Kuwait
Europe & Americas
🇩🇪 Germany 🇪🇸 Spain · 🇫🇷 France · 🇮🇹 Italy 🇳🇱 Netherlands · 🇨🇭 Switzerland 🇨🇦 Canada 🇧🇷 Brazil · 🇲🇽 Mexico All 40+ markets →
Local Market Sample

Free sample data from any country.

Request country sample →
Don't see your market?

40+ countries, more on request.

Talk to expert →
Insights
Blog Case Studies Reports & Ebooks White Papers Newsletter Podcast Infographics Videos
Developer Guides
How to Scrape Restaurant Menus How to Scrape Grocery Stores How to Scrape Alcohol Prices Anti-blocking Best Practices API Integration Guides
Company
Our Story FAQs Contact Us Careers
Legal & Trust
Privacy Policy Terms & Conditions
Free 2026 Food Data Report

50+ pages · 1,000+ data points. Trusted by 500+ companies.

Download free →
Join 5,000+ Subscribers

Monthly insights on food & AI.

Subscribe →
Book a Demo →

You'll receive the case study on your business email shortly after submitting the form.

// Case Studies · Real Numbers · Real Brands

Food Data Scraping — Real Outcomes, Real Numbers

Real client outcomes with real numbers — UAE QSR chain +18% margin, US grocery -60% stock-outs, UK delivery 6hr→90s reaction, India CPG 18K+ pin codes covered, Gulf Halal 100% compliance, PE diligence saving $60M valuation. All anonymized but unmodified.

// 6 Real Outcomes

Real numbers from real food brands.

Every case study below uses real client metrics. Names anonymized for confidentiality. ROI, scale and timeline shown exactly as delivered.

USA Cloud Kitchen Data Scraping Case Study — Why NYC Virtual Brands Outperform LA Operators

Client: The client is a US-focused cloud kitchen platform
Challenge: NYC operators win — but no one could prove why
Solution: A 240-brand NYC vs LA performance decoder
240
Virtual brands tracked
NYC vs LA
Head-to-head
+38%
NYC ROI advantage
18mo
Time-series depth

USA Restaurant Franchise Data Scraping Case Study — Why 1 in 4 New Franchises Close Within 18 Months

Client: The client is a major US franchise development firm
Challenge: Franchise failures are studied too late to prevent
Solution: A predictive franchise survival tracker
3,200
Franchises tracked
8
Closure patterns
+42%
Survival lift
4mo
Early-warning lead

USA Plant-Based Menu Data Scraping Case Study — Vegan Adoption Across 50 Restaurant Chains

Client: The client is a US-based plant-based ingredient supplier
Challenge: Plant-based is growing' — but in which chains, in which categories?
Solution: A 50-chain US plant-based menu tracker
50
US chains tracked
18,400
Plant-based items added
24mo
Time-series depth
11
New chain accounts won

Saudi Arabia Restaurant Data Scraping Case Study — Riyadh + Jeddah Market Doubling Post-Vision 2030

Client: The client is a regional QSR franchise operator
Challenge: Vision 2030 narratives are everywhere — measurable data is not
Solution: A 36-month Saudi growth tracker
17,200
Restaurants tracked
+105%
3-year growth
36mo
Time-series depth
Riyadh + Jeddah
2 cities

Saudi Halal Restaurant Data Scraping Case Study — Pre-IPO F&B Group Valuation

Client: The client is a Tadawul-focused investment bank
Challenge: IPO diligence demands evidence sellers cannot provide alone
Solution: A pre-IPO halal F&B diligence panel
64
Outlets verified
$180M
Valuation underwritten
36mo
History reconstructed
3
Platforms covered

Sydney Restaurant Pricing Data Scraping Case Study — 34% Price Drop From CBD to Outer Suburbs

Client: The client is a Sydney-based casual-dining chain
Challenge: Uniform pricing in a non-uniform city
Solution: A 12-zone Sydney pricing tracker
5,200
Sydney restaurants tracked
34%
CBD vs outer price drop
12
Sydney zones covered
12mo
Time-series depth
// Could Be Your Outcome Next

Get a free sample data set matched to your use case.

Share your platforms, markets and KPIs. We'll match you with a similar case study and send sample data so you can verify quality.

Request your case → View pricing
thumb

Deliveroo UK & Singapore Data Scraping for Cross-Market Restaurant Intelligence

View More
June 11 2026
thumb

Scrape Costco US Grocery Pricing Data to Enable Competitive Market Analysis

View More
June 11 2026
thumb

Saudi Arabia Grocery Price Comparison Data Scraping for FMCG Pricing Optimization

View More
June 10 2026
thumb

USA Restaurant Database Case Study — 500K+ Outlets, Menus, GPS Data

View More
June 9 2026
thumb

UK Restaurant Database Case Study — Chain + Independent Listings

View More
June 8 2026
thumb

India Restaurant Database Case Study — Zomato + Swiggy Indexed Data

View More
June 7 2026
Get a Free Food Data Sample

Get a Free Food Data Sample in 48 Hours.

Tell us your platforms, target markets and required fields — we'll map exactly what's possible with food data scraping, recommend the right approach, and send a working sample so you can verify quality before any commitment.

✓Free pilot — 1,000 records, no credit card
✓48-72 hour sample turnaround
✓GDPR-aligned · public data only · NDA on request
✓5★ rated on Clutch, GoodFirms & Trustpilot
Singapore Office
60 Paya Lebar Rd, #11-22
Paya Lebar Square
Singapore 409051
India Office
202, Nr. Indraprastha Business Park
Makarba, Ahmedabad
Gujarat 380051

Request a strategy call

+1 ▼

Thanks — our data team will reach out within 48 hours with your sample.