Restaurant Menu Intelligence

Restaurant Menu Dataset
Structured Items & Pricing Data

Extract complete restaurant menu data — item names, categories, ingredients, pricing, offers, and reviews — from the world's top food delivery platforms. Ideal for market research, price benchmarking, and AI model training.

Zomato Swiggy UberEats Talabat Deliveroo DoorDash
📋 Menu items & categories 💰 Live pricing & discounts ⭐ Ratings & reviews 📍 Delivery zone coverage 📊 CSV, JSON & API delivery
Data Schema

What Menu Data We Extract

Granular, structured data points across every dimension of a restaurant's menu — delivered clean and ready to use.

🍽️ Menu Items
  • Item name & description
  • Category & sub-category
  • Veg / Non-veg / Vegan flag
  • Portion sizes & variants
  • Customisation options
💰 Pricing & Offers
  • Base price per item
  • Discounted / promo price
  • BOGO & combo deals
  • Platform-level surge pricing
  • Historical price tracking
🏢 Restaurant Info
  • Restaurant name & brand
  • Cuisine type & category
  • Location & delivery zones
  • Operating hours
  • Overall rating & review count
⭐ Reviews & Ratings
  • Per-item star ratings
  • Review text & sentiment
  • Most-ordered / bestseller tag
  • Common complaints & praises
📦 Order & Delivery
  • Delivery charges & taxes
  • Packing & service fees
  • Estimated delivery time
  • Minimum order value
🥗 Nutritional Data
  • Calorie count per item
  • Allergen information
  • Full ingredients list
  • Dietary labels (Jain, Halal, etc.)
Source Platforms

Food Platforms We Scrape

We extract menu data from the world's leading food delivery and restaurant discovery platforms — at any scale.

Don't see your platform? Tell us your requirements — if it's on the web, we can scrape it.

Premium Reliability

Why Businesses Trust ScraperScoop

Built for scale, accuracy, and speed — everything your menu data pipeline demands.

High-Speed Extraction

Scrape thousands of menus across hundreds of restaurants in minutes with our high-concurrency engine.

🎯

City & Cuisine Targeting

Filter by city, cuisine type, rating threshold, or delivery zone for hyper-targeted menu datasets.

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Analysis-Ready Format

Structured, clean data delivered in CSV, JSON, or Excel — ready to drop into dashboards or ML pipelines.

🛡️

Safe & Ethical Scraping

We use residential proxies and compliant methods — zero platform disruption, zero bans, zero legal risk.

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Scheduled Refresh

Stay current with automated daily, weekly, or real-time updates as menus and prices change.

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Free Sample Available

Request a free sample dataset before committing — validate quality and schema fit for your use case.

Strategic Applications

Menu Data Use Cases

Transforming raw menu data into competitive advantages for every industry.

Use CaseStrategic Benefit
Price BenchmarkingCompare menu pricing across platforms and competitors to optimise your own pricing strategy.
Competitor AnalysisTrack rival restaurants' menu updates, new launches, and promotional cycles in real time.
Demand ForecastingIdentify bestseller items and high-demand categories to plan inventory and supply chain.
Menu OptimisationAnalyse item ratings and review sentiment to remove low performers and promote winners.
AI / ML Model TrainingFeed recommendation engines, dynamic pricing models, and NLP tools with structured menu data.
Market ExpansionDiscover cuisine gaps and underserved zones before launching a new outlet or cloud kitchen.
BI DashboardsIntegrate real-time menu and pricing analytics directly into your internal reporting tools.
How It Works

The ScraperScoop Process

From requirement to delivery — a streamlined four-step workflow built for speed and precision.

01
Requirement Sync

You define the target platforms, cuisines, cities, and specific data fields you need extracted.

02
Custom Scraper Build

Our engineers build platform-specific scrapers to bypass anti-bot systems, CAPTCHAs, and rate limits.

03
Data Validation

Every dataset undergoes automated QA — 99.9% accuracy, zero duplicates, clean structured output.

04
Delivery & Sync

Delivered via secure cloud storage, CSV download, or integrated directly into your API pipeline.

Pricing & Engagement Models

Flexible solutions for researchers, startups, and enterprise teams.

One-Time Dataset
Ideal for market research, competitor audits, or a one-off menu snapshot.
  • Single extraction snapshot
  • CSV / Excel / JSON format
  • Full schema access
  • Delivered within 48 hours
Get Quote
Real-Time API
Engineered for enterprise use cases, live apps, and AI/ML model integration.
  • Low-latency live endpoints
  • Automatic anti-bot handling
  • Unlimited scalability
  • SLA-backed uptime
Contact Sales

Need something unique? Custom Projects available for tailor-made menu data requirements.

Bulk & Annual Discounts Available.

FAQ

Frequently Asked Questions

Everything you need to know about our restaurant menu dataset.

📋 What platforms do you support?

We support Zomato, Swiggy, UberEats, Talabat, Deliveroo, DoorDash, and 20+ other food delivery platforms globally.

💰 Can I get a free sample?

Yes! Request a free sample dataset through the form below — we'll provide real menu data from your target city or cuisine.

📊 What formats do you deliver?

CSV, Excel, JSON, JSONL, or direct API integration. We also support scheduled exports to S3, BigQuery, or Snowflake.

🔄 How often can I refresh data?

Choose from one-time snapshots, daily, weekly, or real-time streaming via webhooks.

🌍 Do you cover all cities?

Yes — we can target specific cities, neighborhoods, or nationwide coverage depending on your requirements.

🔒 Is scraping legal?

We use ethical, compliant scraping methods with residential proxies. All data is publicly available and used for business intelligence.

Start Extracting Data Today

Tell us your requirements and get a custom quote within 15 minutes.

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