TRAVEL & HOSPITALITY

Restaurant Data Aggregation

Collect restaurant information, menus, reviews, and ratings from dining platforms. Power food discovery apps and market analysis.

Restaurant Data is Everywhere

Restaurant information is scattered across review sites, delivery platforms, and reservation systems. Building a comprehensive dining database requires aggregating data from multiple sources.

Each platform has different data structures and anti-scraping measures. You need a reliable way to collect and normalize restaurant data at scale.

WebScraping.AI Solution

  • Multi-Platform: Extract from review sites, delivery apps, and booking platforms
  • Menu Extraction: Parse menu items, prices, and descriptions
  • Review Analysis: Collect ratings and analyze review sentiment
  • Structured Output: Clean, normalized data ready for your database

Restaurant Data Points

Comprehensive dining intelligence

Menu Data

Menu items, prices, descriptions, dietary info, and categories.

Reviews & Ratings

Overall ratings, review counts, and individual review text.

Location Info

Address, hours, phone, website, and delivery zones.

Categories

Cuisine type, price range, amenities, and features.

Code Examples

Extract restaurant data

const axios = require('axios');

const API_KEY = 'your_api_key';

// Extract restaurant details from a dining platform
const restaurantUrl = 'https://dining-platform.com/restaurant/italian-bistro';
const restaurantData = await axios.get('https://api.webscraping.ai/ai/fields', {
  params: {
    api_key: API_KEY,
    url: restaurantUrl,
    fields: JSON.stringify({
      name: 'Restaurant name',
      cuisine_type: 'Type of cuisine',
      price_range: 'Price range ($, $$, $$$, $$$$)',
      rating: 'Overall rating',
      review_count: 'Number of reviews',
      address: 'Full address',
      phone: 'Phone number',
      hours: 'Operating hours by day',
      popular_dishes: 'Top 5 popular menu items with prices',
      features: 'Features like outdoor seating, delivery, reservations',
      dietary_options: 'Vegetarian, vegan, gluten-free options available'
    })
  }
});

console.log(restaurantData.data);
// {
//   "name": "Bella Italia Bistro",
//   "cuisine_type": "Italian",
//   "price_range": "$$$",
//   "rating": 4.6,
//   "review_count": 847,
//   "address": "123 Main St, New York, NY 10001",
//   "phone": "(212) 555-0123",
//   "hours": {"Mon-Thu": "11am-10pm", "Fri-Sat": "11am-11pm", "Sun": "12pm-9pm"},
//   "popular_dishes": [
//     {"name": "Truffle Risotto", "price": "$28"},
//     {"name": "Margherita Pizza", "price": "$18"}
//   ],
//   "features": ["Outdoor seating", "Delivery", "Reservations", "Full bar"],
//   "dietary_options": ["Vegetarian", "Gluten-free options"]
// }

// Analyze review sentiment
const reviewAnalysis = await axios.get('https://api.webscraping.ai/ai/question', {
  params: {
    api_key: API_KEY,
    url: restaurantUrl,
    question: 'What do diners praise most? What are common complaints? Is it good for dates, families, or business meals?'
  }
});
curl -G "https://api.webscraping.ai/ai/fields" \
  --data-urlencode "api_key=your_api_key" \
  --data-urlencode "url=https://dining-platform.com/restaurant/bistro" \
  --data-urlencode 'fields={"name":"Name","cuisine_type":"Cuisine","rating":"Rating","price_range":"Price range","popular_dishes":"Top dishes with prices"}'

# Analyze reviews
curl -G "https://api.webscraping.ai/ai/question" \
  --data-urlencode "api_key=your_api_key" \
  --data-urlencode "url=https://dining-platform.com/restaurant/bistro" \
  --data-urlencode "question=What do diners like and dislike about this restaurant?"

Why Use WebScraping.AI

Multi-Platform: Extract from any dining or delivery platform.
Menu Parsing: Structured menu data with items, prices, and descriptions.
Review Analysis: AI-powered sentiment analysis of reviews.
Normalized Data: Consistent format across all sources.
Scale: Collect data on thousands of restaurants.

Use Cases

Food Discovery Apps

Build comprehensive restaurant databases

Market Research

Analyze dining trends and pricing

Competitive Intelligence

Monitor competitor restaurants

Menu Analytics

Track menu trends and pricing strategies

Related Use Cases

More travel & hospitality solutions

Start Collecting Restaurant Data

Get started with 1,000 free API credits. No credit card required.

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