FOOD DATA SOLUTIONS

Food Data Scraping Services for Restaurant & Food Delivery Data

Real Data API provides Food Data Scraping services to extract menu, pricing, and review data from restaurant and food delivery platforms across the USA, UK, UAE, Australia, Germany, and India — delivered as a scraper, dataset, or live API, whichever fits your workflow.

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live_extract.jsonupdated 4s ago
menu_itemMargherita Pizza
price$11.50
rating4.6 / 5
delivery_time28 min
availabilityopen
WHAT IT DOES

Food Data Scraping That Captures Every Data Point That Matters

Our food data scraping solutions streamline data collection from restaurant and food delivery platforms, helping teams monitor menus, pricing, reviews, availability, and other essential food data — without building or maintaining the extraction process themselves.

DATA FIELDS

What comes back in every record

Restaurant Name
Menu Items
Cuisine Type
Price
Discounts / Offers
Customer Ratings
Delivery Fee
Review Text
Availability
Delivery Time
Minimum Order Requirement
Number of Reviews
Location / Address
Operating Hours
Restaurant Description
Ingredients List
Nutritional Information
Payment Methods
Allergen Information
Contact Information
CAPABILITIES

Key features of our food data services

01

Real-time collection

Instant access to the latest menu changes, pricing, and promotions as they happen.

02

Customizable extraction

Specify the exact fields you need — pricing, menu data, or nutrition information.

03

Flexible integration

Works with Python, Java, and Node.js pipelines for straightforward setup.

04

Automatic updates

Sources are monitored continuously, so new menu items and price changes are captured without manual work.

05

Flexible delivery formats

JSON, CSV, or XML — export straight into dashboards, warehouses, or your own systems.

06

Multi-source collection

Aggregate restaurant, delivery, and grocery-adjacent food data into one holistic view.

USE CASES

Where teams put food data to work

RESTAURANTS

Restaurant Industry

  • Track competitor menus, prices, and promotions
  • Gather nutrition data for accurate menu labels
RETAIL

E-commerce & Grocery Stores

  • Track food prices across websites for competitive rates
  • Monitor stock levels and product availability
DELIVERY

Food Delivery Services

  • Auto-update restaurant menus and listings
  • Collect reviews to improve customer trust
HEALTH

Nutrition & Health Industry

  • Build nutritional databases for fitness and diet apps
  • Analyze food trends and dietary preferences
ANALYTICS

Market Research & Analytics

  • Gain insight into consumer behavior and demand
  • Compare food prices across retailers
PRODUCT

Food Product Launches

  • Track new product introductions across markets
  • Monitor ingredient and seasonal changes
DATASET

Skip the pipeline — start from a ready-made dataset

For teams that need history and breadth rather than a live feed, our pre-built food datasets cover restaurant, menu, and review data across cuisines and countries — delivered on a schedule you set, no scraping or integration required.

FORMAT

CSV, JSON & Excel

Bulk exports land in the format your warehouse already ingests, no conversion step required.

DELIVERY

Scheduled or one-off

Daily, weekly, or monthly refreshes, plus one-time historical pulls for trend analysis.

COVERAGE

Cuisine & region packs

Buy a slice — a cuisine, a platform, a country — instead of building your own collection.

Browse Food Datasets
API

A single endpoint, structured JSON back

Send a restaurant URL or search query; get a normalized menu record back. Built for pricing intelligence, review analysis, and competitor monitoring at any request volume.

POST /v1/food/extract { "url": "https://fooddelivery.com/restaurant/8842", "fields": ["menu","price","rating"], "country": "US" } 200 OK { "item": "Margherita Pizza", "price": 11.50, "currency": "USD", "rating": 4.6 }
  • REST endpoints with predictable, versioned responses
  • Restaurant-specific and generic menu-page parsers
  • Built-in retry, proxy rotation, and CAPTCHA handling
  • Field-level selection to keep payloads lean
  • Works alongside your existing ordering and pricing systems
    • See the API
SCRAPER

Prefer to run it yourself? Use our scrapers directly

Pre-built, platform-specific scrapers ready to run on-demand or on a schedule, without writing extraction logic from scratch.

Zomato Scraper Swiggy Scraper Uber Eats Scraper DoorDash Scraper Deliveroo Scraper Grubhub Scraper Talabat Scraper Just Eat Scraper
Browse All Scrapers

Extract country-wise food data

IN

India

WHY IT MATTERS

What structured food data changes for your team

Competitive menu intelligence

React to competitor pricing and promotions in real time instead of weeks later.

Sharper market research

Base menu and category strategy on what's actually happening across platforms.

Better nutrition compliance

Keep nutritional and allergen labeling accurate and up to date.

A more trustworthy listing

Keep your own menu accurate, so customers hit fewer surprises at checkout.

Pricing that adjusts itself

Feed live data into automated rules that reprice within the guardrails you set.

Decisions backed by data

Replace gut calls with exportable numbers your whole team can act on.

1500+Successful projects
5+Years of experience
100+In-house engineers
250.8M+Pages crawled weekly
WHY REAL DATA API

Built for teams who depend on this data daily

Efficiency

Automate the process of data collection, saving you time and resources.

Accuracy

Reliable, structured data that's easy to use for analysis or integration.

Scalability

Handle large volumes of data from various sources as your business grows.

Cost-effective & global

High-quality data at affordable plans, with support for international coverage.

Questions, answered

Is this data collection legal?

We extract only publicly accessible data and follow site terms and applicable privacy regulations. We don't access restricted systems or private networks.

Which option should I choose — scraper, dataset, or API?

Choose a scraper if you want to run extraction yourself, a dataset if you need a ready-made snapshot without integration work, or the API if you need continuous, live data in your own systems.

How current is the data?

The API returns live data on request. Datasets and scrapers refresh on the schedule you choose — daily, weekly, or monthly.

Can I get data from a platform that isn't listed?

Yes. Our team builds custom scrapers, datasets, and API integrations for platforms outside our existing catalog on request.

Contact Us

We are eagerly waiting to hear you.

Chat with Us

Take to our Social Experts, who are at your service 24x7 worldwide.

Email Us

Drop us an email at sales@realdataapi.com and you'll receive a reply within 24 hours!

Give us a Call

Want to talk? Our support staff on +91 8866656657 is at your service 24x7 support worldwide.

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+91 8866656657 sales@realdataapi.com 60 Paya Lebar Rd, #11-22 Paya Lebar Square, PMB 1010, Singapore 409051

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Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

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