What is a structured restaurant dataset? It's pre-collected, cleaned data from restaurant review and booking platforms — including restaurant names, addresses, cuisines, operating hours, menu items, prices, and customer reviews. Instead of scraping Yelp, TripAdvisor, or OpenTable yourself, you get a ready-to-use dataset that you can query, analyze, or feed into your models immediately.

Every restaurant dataset on this page is refreshed regularly (daily or weekly) and includes a documented schema, a free sample export, and flexible delivery options (JSON, CSV, S3, Snowflake, BigQuery).

If you need custom fields or additional sources, our custom web scraping team can tailor a dataset to your exact requirements.

🍽️ Daily refresh

Cairns Heritage Cafe Restaurant Dataset Cairns Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Launceston Riverside Cafe Restaurant Dataset Launceston Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Cairns Olive Garden Restaurant Restaurant Dataset Cairns Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Launceston Corner House Restaurant Dataset Launceston Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Cairns Blue Orchid Restaurant Dataset Cairns Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Launceston Maison Dining Restaurant Dataset Launceston Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Cairns Urban Table Restaurant Dataset Cairns Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Burnie Central Bistro Restaurant Dataset Burnie Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
🍽️ Daily refresh

Cairns Spice Route Restaurant Dataset Cairns Australia

Comprehensive dataset covering restaurant profiles, menus, and reviews.

15Fields
8M+Records
North AmericaCoverage
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Pricing

Flexible plans for restaurant data

Choose the plan that fits your data volume and refresh frequency. All plans include a free sample export.

Starter

$299 /mo
  • 50,000 records / month
  • Weekly refresh
  • JSON / CSV export
  • Email support
Get Started

Enterprise

Custom
  • Unlimited records
  • Real-time refresh
  • Warehouse delivery (Snowflake, BigQuery)
  • Dedicated data engineer
  • SLA guarantee
Contact Sales

* All plans include a free sample export so you can validate data quality before committing.

Why ScraperScoop

Built for data teams, by data engineers

🔌

Zero Infrastructure

No proxies, no CAPTCHA solving, no parser maintenance. We handle the entire pipeline so you can focus on analysis.

📊

Clean, Normalised Schemas

Every dataset follows a consistent, documented schema. Fields are standardised across sources — no messy ETL required.

🔄

Fresh Data, Always

Daily or weekly refreshes ensure you're never working with stale data. Our infrastructure runs 24/7/365 with 99.95% uptime.

🚀

Same-Day Delivery

Get your first dataset export within 24 hours of signing up. No long onboarding or complex integration work.

🔒

Enterprise-Grade Security

Data is encrypted in transit and at rest. We comply with GDPR and CCPA, and offer custom data licensing terms.

🧠

AI-Ready Data

Our datasets are structured for machine learning, analytics, and AI models. Clean, labelled, and ready to train.

Use Cases

How teams use restaurant datasets

📍 Location Intelligence

Identify prime locations for new restaurant openings by analysing density, demographics, and competitor presence.

⭐ Review Sentiment Analysis

Analyze customer reviews to uncover trends, common complaints, and opportunities for improvement.

📋 Menu Optimisation

Compare menu items, pricing, and specials across competitors to refine your own menu strategy.

📊 Competitive Benchmarking

Track performance metrics like ratings, review volume, and operating hours against competitors in your market.

How It Works

Get your restaurant data in 4 steps

1

Choose a dataset

Browse our selection of restaurant datasets. Filter by platform, region, or data type.

2

Request a free sample

Get a real data export within 24 hours. Validate schema, coverage, and quality — no commitment required.

3

Select your plan

Choose a subscription that matches your volume and refresh needs. Upgrade or downgrade anytime.

4

Start receiving data

Data lands in your preferred format — JSON, CSV, S3, Snowflake, BigQuery — on schedule, every time.

Start with a free sample →

Need a custom restaurant dataset?

Not seeing your exact platforms, fields, or refresh schedule? Our custom web scraping team can build a dataset tailored to your requirements.

Explore custom builds Talk to an expert
What customers say

Trusted by data teams worldwide

★★★★★

"The restaurant dataset gave us a comprehensive view of the market. We were able to identify expansion opportunities within days."

JD
VP of StrategyHospitality Group
★★★★★

"We used the dataset for sentiment analysis on reviews. The data was clean and the schema made integration effortless."

SM
Data ScientistReviewInsights
★★★★★

"The BigQuery delivery made it easy to join with our internal data. We're now tracking competitor performance in real time."

RK
Analytics LeadMenuMetrics
Frequently asked

Questions about restaurant datasets

Our datasets cover major platforms including Yelp, TripAdvisor, OpenTable, and local review sites. The exact coverage is listed on each dataset page.
Most restaurant datasets are updated daily or weekly to reflect new reviews, menu changes, and operating hour adjustments. Premium plans can offer more frequent updates.
Yes. Every dataset includes a free sample export so you can validate schema, coverage, and data quality before choosing a plan.
Our custom web scraping team can build a dataset around your exact schema and target sites. Most custom datasets go from scoping to first delivery in two to four weeks.

Get a free sample from any restaurant dataset

Tell us which dataset you're evaluating and we'll send a real export within one business day.

No commitment required to see real data first.

Free sample on every dataset 99.95% uptime SLA Warehouse delivery available
From the blog

Insights on retail pricing strategy

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See exactly what our data looks like before you commit. No credit card required, no spam — unsubscribe anytime.

  • Custom sample matching your target cuisines and cities
  • Full JSON/CSV export of live menus
  • Dedicated food data expert walkthrough
  • POC turnaround within 24 hours

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