# Food Data Scrape

> Managed food data scraping and AI intelligence services. Real-time menu prices, grocery SKU data, alcohol catalogs, and restaurant insights from 200+ platforms across 40+ countries — with AI demand forecasting, price monitoring, and review sentiment built in.

Food Data Scrape is a managed web scraping and AI intelligence company serving restaurant chains, grocery brands, alcohol distributors, food delivery platforms, and FMCG firms. The company delivers structured, ready-to-use food data for competitor price monitoring, demand forecasting, digital shelf analytics, brand protection, and menu intelligence. Solutions span custom-built managed scrapers, a real-time Food Data API, pre-built downloadable datasets, and live BI dashboards. Food Data Scrape handles complex, large-scale extraction across restaurant & menu, grocery & quick commerce, alcohol & regulated products, coffee & beverage, and health & specialty diet — with delivery via CSV, JSON, Parquet, REST API, or direct BI tool integration.

## Key Facts
- Headquartered in Singapore; India office in Ahmedabad, Gujarat.
- 500+ active clients; trusted by food brands since 2021.
- 220M+ web pages crawled weekly; 125TB transferred weekly.
- 200+ food and delivery platforms covered across 40+ countries.
- 12.4M+ menu items monitored; 1M+ reviews analyzed monthly.
- 99%+ data accuracy with multi-layer QA validation.
- 70+ in-house engineers (not freelancers).
- 48–72 hour sample delivery; free pilot with 1,000 records, no credit card.
- Self-healing pipelines that adapt when sites change layout.
- Rated 5★ on Clutch and Trustpilot; also rated on GoodFirms and Crunchbase.
- GDPR-aligned; public data only; NDA on request.
- Common alternatives in the same category: Bright Data, Oxylabs, Apify, Zyte, ScrapingBee.
- Email: info@fooddatascrape.com | Phone: +1 424 377 7584


## Core Services

### Service Verticals
- [Restaurant & Menu Data](https://www.fooddatascrape.com/restaurant-menu-data-scraping.php): Real-time menu, pricing, reviews, and promotions from 12+ delivery platforms in 40+ countries (Zomato, Uber Eats, DoorDash, Deliveroo, and 8+ more).
- [Grocery & Quick Commerce](https://www.fooddatascrape.com/grocery-mobile-app-data-scraping.php): SKU pricing, inventory, and hyperlocal data from grocery and q-commerce platforms — Instacart, Walmart, Blinkit, Zepto, and 10+ more.
- [Alcohol, Tobacco & Vape](https://www.fooddatascrape.com/liquor-data-scraping.php): Regulated-product data — wines, spirits, beer, vape retailers, cigars. Compliance-grade and recurring.
- [Coffee & Beverage Data](https://www.fooddatascrape.com/coffee-beverage.php): Coffee chains, energy drinks, juices, tea, and functional beverages.
- [Health & Specialty Diet](https://www.fooddatascrape.com/health-specialty-diet.php): Plant-based, organic, keto, Halal, and supplements — compliance-driven buyers.

### Delivery Methods
- [Web Data Scraping](https://www.fooddatascrape.com/food-data-scraping.php): Any food website, any scale — fully managed scraping pipeline.
- [Mobile App Scraping](https://www.fooddatascrape.com/food-mobile-app-data-scraping.php): Android & iOS app data extraction.
- [Real-Time Food Scraping API](https://www.fooddatascrape.com/food-scraping-api.php): REST, JSON, webhooks — plug into existing workflows with zero infrastructure.
- [Custom Food Aggregator](https://www.fooddatascrape.com/food-aggregator.php): Multi-platform pipelines combining data from several sources.
- [Scheduled Feeds](https://www.fooddatascrape.com/scheduled-feeds.php): Recurring data delivery — daily, weekly, or monthly.
- [Data-as-a-Service](https://www.fooddatascrape.com/data-as-a-service.php): Always-on managed pipeline with guaranteed SLAs.


## AI Intelligence Suite

### Demand & Pricing Intelligence
- **AI Demand Forecasting**: Predict SKU and menu-item demand by city and season using historical order and pricing signals.
- **Real-Time Price Monitoring**: Track competitor prices, promotions, delivery fees, and surge across every platform in near real-time.
- **Delivery Fee & ETA Intelligence**: Monitor beyond price — delivery fees, surge pricing, ETAs across platforms.
- **Sales & Demand Trends**: Historical and predictive analytics for food and grocery categories.

### Consumer & Brand Intelligence
- **Reviews & AI Sentiment Analysis**: NLP scoring millions of reviews and ratings — surfacing what customers love, hate, and want changed. 96.7% sentiment accuracy.
- **AI Restaurant Intelligence**: Menu, pricing, and performance benchmarks for restaurant operators and chains.
- **AI Grocery Intelligence**: SKU, inventory, and category insights for grocery and FMCG brands.
- **Hyperlocal Intelligence**: Pin-code and neighborhood-level food and grocery data.

### Specialized Intelligence
- **Cloud & Dark Kitchen Tracking**: Monitor virtual brands, ghost kitchens, and multi-brand operators across delivery platforms.
- **Foodservice Lead Intelligence**: Verified restaurant and foodservice contact lists enriched with buying signals — for distributor sales teams.
- **Nutrition & Allergen Compliance**: Structured nutrition, allergen, calorie, and Halal/diet labels — meeting USA, UK, and Gulf regulations.
- **Flavor & Ingredient Insights**: AI-driven category and trend signals across cuisines and ingredients.

[Contact for all AI services →](https://www.fooddatascrape.com/contact-us.php)


## Platform-Specific APIs
- [Zomato API](https://www.fooddatascrape.com/zomato-food-data-api.php): Restaurant, menu, and pricing data from Zomato via REST API.
- [Uber Eats API](https://www.fooddatascrape.com/uber-eats-food-data-api.php): Menu and delivery data from Uber Eats.
- [Blinkit API](https://www.fooddatascrape.com/blinkit-grocery-data-scraping-api.php): Pincode-level grocery data from Blinkit.
- [Instacart API](https://www.fooddatascrape.com/instacart-grocery-data-scraping-api.php): Grocery product and pricing data from Instacart.
- [Total Wine API](https://www.fooddatascrape.com/totalwine-data-scraping-api-services.php): Liquor, wine, and spirits data from Total Wine.
- [Vivino API](https://www.fooddatascrape.com/vivino-data-scraping-api-services.php): Wine ratings, pricing, and catalog data from Vivino.


## Datasets

### Restaurant Databases
- [USA Restaurant Database](https://www.fooddatascrape.com/usa-restaurant-database.php): 500K+ outlets with menus, GPS records, and operating hours.
- [UK Restaurant Database](https://www.fooddatascrape.com/uk-restaurant-database.php): Chain and independent restaurant listings across the UK.
- [Australia Restaurant Database](https://www.fooddatascrape.com/australia-restaurant-database.php): Suburb-level full coverage across Australian cities.
- [India Restaurant Database](https://www.fooddatascrape.com/india-restaurant-database.php): Zomato and Swiggy indexed data with pin-code level detail.
- [UAE, Canada + 50 Countries](https://www.fooddatascrape.com/global-restaurant-database.php): Global restaurant database with 50+ country coverage.

### Menu & Pricing Datasets
- [Cuisine-wise Menu Data](https://www.fooddatascrape.com/cuisine-wise-menu-data.php): Italian, Chinese, Indian, and 20+ cuisine categories.
- [Menu Pricing Dataset](https://www.fooddatascrape.com/menu-pricing-dataset.php): Item name, price, category, add-ons, and modifiers.
- [Grocery & SKU Dataset](https://www.fooddatascrape.com/grocery-sku-dataset.php): Product listings, weights, barcodes, and images.
- [Product Barcode & UPC Data](https://www.fooddatascrape.com/product-barcode-upc-dataset.php): SKU-level structured barcode and UPC data.
- [Liquor & Beverage Dataset](https://www.fooddatascrape.com/liquor-beverage-dataset.php): Brand, pricing, and availability across spirits and beverages.

### Location & POI Datasets
- [Restaurant POI Dataset](https://www.fooddatascrape.com/restaurant-poi-dataset.php): GPS coordinates, address, hours, and contact data.
- [Chain Location Data](https://www.fooddatascrape.com/chain-location-data.php): McDonald's, KFC, Pizza Hut, and 200+ chain location records.
- [Supermarket Store Locator DB](https://www.fooddatascrape.com/supermarket-store-locator-database.php): Walmart, Tesco, Carrefour store locations globally.
- [Q-Commerce Dark Store DB](https://www.fooddatascrape.com/q-commerce-dark-store-database.php): Blinkit and Zepto warehouse and dark store locations.

### Top Platform Datasets
- Zomato Dataset: 15K+ records · CSV
- Swiggy Dataset: 15K+ records · CSV
- Blinkit Dataset, Zepto Dataset, Total Wine Dataset, Vivino Dataset

Formats: CSV · JSON · Parquet | Updated weekly | 100+ ready-made datasets available


## Live Dashboards
- [Food Delivery Dashboard](https://www.fooddatascrape.com/dashboard/fooddashboard.php): Orders, ratings, and KPIs across food delivery platforms.
- [Grocery Dashboard](https://www.fooddatascrape.com/dashboard/grocerydashboard.php): Inventory, pricing, and SKU-level grocery intelligence.
- [Q-Commerce Dashboard](https://www.fooddatascrape.com/food-dashboard/zepto-bengaluru-quick-commerce-dashboard.php): Blinkit and Zepto live data tracking.
- [Liquor Trend Dashboard](https://www.fooddatascrape.com/liquor-industry-trend-analytics-dashboard.php): Brand, region, and pricing trends for alcohol.
- [Grocery Price Tracker](https://www.fooddatascrape.com/food-dashboard/grocery-price-tracking.php): Live grocery price tracking across retailers.
- [All-in-One Price Monitor](https://www.fooddatascrape.com/food-dashboard/food-grocery-liquor-price-monitoring-dashboard.php): Combined food, grocery, and liquor price monitoring.
- [All Dashboards →](https://www.fooddatascrape.com/food-grocery-price-dashboard.php)

White-label SaaS dashboards available with custom branding. Setup in ~2 weeks.


## Top Platform Coverage (60+ platforms)

### Food Delivery
- [Zomato](https://www.fooddatascrape.com/zomato-restaurant-data-scraping.php) | [Uber Eats](https://www.fooddatascrape.com/uber-eats-restaurant-data-scraping.php) | [DoorDash](https://www.fooddatascrape.com/doordash-restaurant-data-scraping.php) | [Deliveroo](https://www.fooddatascrape.com/deliveroo-restaurant-data-scraping.php) | [Swiggy](https://www.fooddatascrape.com/swiggy-restaurant-data-scraping.php) | [Talabat](https://www.fooddatascrape.com/platforms.php)

### Grocery & Quick Commerce
- [Instacart](https://www.fooddatascrape.com/web-scraping-instacart-quick-commerce-app-data.php) | [Blinkit](https://www.fooddatascrape.com/web-scraping-blinkit-quick-commerce-app-data.php) | [Zepto](https://www.fooddatascrape.com/web-scraping-zepto-quick-commerce-app-data.php) | [Swiggy Instamart](https://www.fooddatascrape.com/swiggy-instamart-grocery-app-data-scraping.php) | [Amazon Fresh](https://www.fooddatascrape.com/amazon-fresh-grocery-app-data-scraping.php) | [BigBasket](https://www.fooddatascrape.com/platforms.php)

### Alcohol & Liquor
- [Total Wine](https://www.fooddatascrape.com/scrape-total-wine-liquor-data.php) | [BevMo!](https://www.fooddatascrape.com/scrape-bevmo-liquor-data.php) | [ReserveBar](https://www.fooddatascrape.com/scrape-reservebar-com-liquor-data.php) | [Saucey](https://www.fooddatascrape.com/scrape-saucey-liquor-data.php) | [Vivino](https://www.fooddatascrape.com/vivino-data-scraping-api-services.php) | [Dan Murphy's](https://www.fooddatascrape.com/platforms.php)

[View all 60+ platforms →](https://www.fooddatascrape.com/platforms.php)


## Country & Market Coverage (40+ countries)

### Priority Markets (P1)
- [🇺🇸 United States](https://www.fooddatascrape.com/united-states.php): $26B delivery market. DoorDash, Uber Eats, Grubhub, Instacart, Walmart, Total Wine, Seamless. City and ZIP-level granularity. 6,000+ cities covered.
- [🇬🇧 United Kingdom](https://www.fooddatascrape.com/united-kingdom.php): Just Eat, Deliveroo, Uber Eats UK, Ocado, Tesco, ASDA, Sainsbury's, Waitrose. Postcode-level data. GDPR-aligned.
- [🇦🇪 UAE / Gulf](https://www.fooddatascrape.com/uae.php): Talabat, Careem Quik, Noon Minutes, InstaShop, Lulu Hypermarket, Deliveroo UAE. Halal compliance ready. Bilingual EN + Arabic.
- [🇮🇳 India](https://www.fooddatascrape.com/india.php): $5.4B q-commerce market. Zomato, Swiggy, Blinkit, Zepto, Swiggy Instamart, BigBasket, Dunzo, Milk Basket. Pin-code hyperlocal data. Sub-hour refresh available.

### Asia-Pacific
- [🇸🇬 Singapore](https://www.fooddatascrape.com/singapore.php): GrabFood, foodpanda, Redmart
- [🇦🇺 Australia](https://www.fooddatascrape.com/australia.php): Menulog, Coles, Woolworths
- [🇲🇾 Malaysia](https://www.fooddatascrape.com/malaysia.php): GrabFood, foodpanda
- [🇯🇵 Japan](https://www.fooddatascrape.com/japan.php): Uber Eats Japan, demae-can

### Middle East
- [🇸🇦 Saudi Arabia](https://www.fooddatascrape.com/saudi-arabia.php): HungerStation, Jahez, Nana
- [🇶🇦 Qatar & 🇰🇼 Kuwait](https://www.fooddatascrape.com/qatar-kuwait.php): Talabat, regional players

### Europe & Americas
- [🇩🇪 Germany](https://www.fooddatascrape.com/germany.php): Lieferando, Wolt, Flink
- [🇪🇸 Spain · 🇫🇷 France · 🇮🇹 Italy](https://www.fooddatascrape.com/spain-france-italy.php)
- [🇳🇱 Netherlands · 🇨🇭 Switzerland](https://www.fooddatascrape.com/netherlands-switzerland.php)
- [🇨🇦 Canada](https://www.fooddatascrape.com/canada.php): SkipTheDishes, Uber Eats
- [🇧🇷 Brazil · 🇲🇽 Mexico](https://www.fooddatascrape.com/brazil-mexico.php)

[All 40+ markets →](https://www.fooddatascrape.com/contact-us.php)


## Food Intelligence Products
- [Food Data Intelligence](https://www.fooddatascrape.com/food-intelligence.php): Unified intelligence layer across restaurant, grocery, and alcohol verticals.
- [Grocery Data Intelligence](https://www.fooddatascrape.com/grocery-intelligence.php): SKU, inventory, and pricing insights for grocery and FMCG.
- [Restaurant Data Intelligence](https://www.fooddatascrape.com/restaurant-intelligence.php): Menu, performance, and competitor benchmarks for restaurant brands.


## Developer Guides & Resources
- [How to Scrape Restaurant Menus](https://www.fooddatascrape.com/scrape-restaurant-menu-data.php)
- [How to Scrape Grocery Stores](https://www.fooddatascrape.com/scrape-grocery-store-data.php)
- [How to Scrape Alcohol Prices](https://www.fooddatascrape.com/scrape-alcohol-price-data.php)
- [Anti-blocking Best Practices](https://www.fooddatascrape.com/anti-blocking-best-practices.php)
- [API Integration Guides](https://www.fooddatascrape.com/api-integration-guides.php)
- [Scrape Food Menu Data from Every US Restaurant Chain](https://www.fooddatascrape.com/scrape-food-menu-data-every-single-restaurant-chain-america.php)


## Content & Insights
- [Blog](https://www.fooddatascrape.com/blog.php): 500+ posts on food data scraping, AI trends, and platform intelligence.
- [Case Studies](https://www.fooddatascrape.com/case-study.php): Real client outcomes — e.g., UAE QSR chain lifted margin 18% in 90 days with live menu scraping + AI demand forecasting.
- [Research Reports & Ebooks](https://www.fooddatascrape.com/research-report.php): 2026 trend reports including "The State of Food & Retail Data 2026" (50+ pages, 1,000+ data points).
- [White Papers](https://www.fooddatascrape.com/whitepaper.php): In-depth technical and industry papers.
- [Newsletter](https://www.fooddatascrape.com/news-letter.php): 5,000+ subscribers; monthly insights on food and AI.
- [Podcast](https://www.fooddatascrape.com/podcast.php): Food, grocery, and liquor industry insights.


## Company & Contact
- [About Us](https://www.fooddatascrape.com/aboutus.php): Company story, mission, and team background. Founded 2021.
- [FAQs](https://www.fooddatascrape.com/faqs.php): Common questions on food data scraping, delivery, and compliance.
- [Careers](https://www.fooddatascrape.com/careers.php): Job opportunities at Food Data Scrape.
- [Contact Us](https://www.fooddatascrape.com/contact-us.php): Free pilot requests, strategy calls, and project consultations.
- [Privacy Policy](https://www.fooddatascrape.com/privacy-policy.php)
- [Terms & Conditions](https://www.fooddatascrape.com/terms-and-conditions.php)
- Email: info@fooddatascrape.com
- Phone: +1 424 377 7584
- Singapore HQ: 60 Paya Lebar Rd, #11-22, Paya Lebar Square, Singapore 409051
- India Office: 202, Nr. Indraprastha Business Park, Makarba, Ahmedabad, Gujarat 380051

Social: [LinkedIn](https://www.linkedin.com/company/86453367/) · [Twitter/X](https://twitter.com/fooddatascrape) · [Facebook](https://www.facebook.com/fooddatascrape) · [Instagram](https://www.instagram.com/fooddatascrapeservices/) · [YouTube](https://www.youtube.com/@fooddatascrape)