# Opentable Urls Script (`hello.datawizards/opentable-urls-script`) Actor

"Opentable-Urls Script extracts rich restaurant data from OpenTable pages, including menus, images, ratings, location, cuisine, and pricing. Ideal for food apps, analytics, travel platforms, and AI datasets, delivering clean, structured JSON output with proxy support."

- **URL**: https://apify.com/hello.datawizards/opentable-urls-script.md
- **Developed by:** [datawizards](https://apify.com/hello.datawizards) (community)
- **Categories:** Lead generation, Automation, Other
- **Stats:** 15 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $8.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

Below is your complete **SEO-friendly, advanced, professionally written README** for the **Opentable Urls Script · Apify Actor** — fully aligned with your writing style, sample structure, and requirements.
Let me know if you want a short description (300 chars), a second version, or a JSON schema added as well.

***

## 🍽️ Opentable-Urls Script · Apify Actor

Extract **high-quality restaurant data** from OpenTable URLs — including menus, images, ratings, location details, cuisines, opening hours, and more — all delivered in clean, structured JSON.
Built and maintained by **[DataWizards](https://linkedin.com/in/data-wizards-aa8080342)**.

***

### 📌 What Is `Opentable-Urls Script`?

The **Opentable-Urls Script** Apify Actor is designed to scrape **rich restaurant profiles** from OpenTable listings.
Just provide one or multiple restaurant URLs, and the actor automatically extracts:

✔ Restaurant name
✔ Description
✔ Location & geo-coordinates
✔ Opening hours
✔ Menu categories + menu items
✔ Images
✔ Cuisine
✔ Rating & reviews count
✔ Price range
✔ Contact details
…all without needing to manually open each page.

Perfect for **food analytics**, **restaurant databases**, **travel platforms**, **business directories**, and **AI/LLM training datasets**.

***

### ⭐ Key Features

#### 🔍 Deep Restaurant Data Extraction

Extracts **complete structured data**, including menus, food items, sections, and metadata.

#### 🖼️ High-Resolution Images

Scrapes all available restaurant photos in clean URLs.

#### 🍽️ Full Menu Coverage

Covers **Lunch, Dinner, Brunch**, and all other available menu sections with items and descriptions.

#### 🧭 Accurate Location Details

Extracts address, ZIP code, locality, region, and **GeoCoordinates**.

#### ⭐ Ratings & Reviews

Pulls **ratings**, **reviewCount**, and other credibility metrics.

#### 🛡️ Proxy Support

Uses Apify’s **RESIDENTIAL proxy pool** to avoid blocking.

#### ⚡ Fast, Lightweight, Scalable

Great for scraping thousands of restaurants with minimal overhead.

***

### 🛠️ Input Schema

```json
{
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}
```

#### 🔐 Proxy Configuration Notes

- `useApifyProxy` must be **true**.
- Recommended proxy group: **RESIDENTIAL** for best success and lowest block rates.

***

### 📤 Output Example

(Shortened for readability — your real output contains full menus and details.)

```json
[
  {
    "Id": "https://www.opentable.com/r/schultzys-restaurant-bayville",
    "Name": "Schultzy's Restaurant",
    "Description": "Whether a holiday party with family and friends...",
    "Website": "https://www.longislandrawbar.com/restaurant",
    "Images": [
      "https://resizer.otstatic.com/v4/photos/69708241-2?width=752&height=752&format=avif"
    ],
    "Address": {
      "streetAddress": "265 Bayville Ave",
      "addressLocality": "Bayville",
      "addressRegion": "NY",
      "postalCode": "11709",
      "addressCountry": "United States"
    },
    "Opening_hours": "Mon–Sat 11:30 am–3:30 pm ...",
    "Geo": {
      "latitude": 40.907371,
      "longitude": -73.549475
    },
    "Telephone": "(516) 588-6240",
    "Cuisine": "American, Seafood",
    "Price_range": "$31 to $50",
    "Rating": {
      "ratingValue": 4.8,
      "reviewCount": 95
    },
    "Menus": [
      {
        "name": "Lunch Menu",
        "hasMenuSection": [
          { "name": "Starters", "hasMenuItem": [ ... ] }
        ]
      }
    ]
  }
]
```

***

### 🚀 Use Cases

#### 🍽️ Restaurant Aggregators

Build large-scale datasets for restaurant discovery apps (similar to Yelp, TripAdvisor, Zomato, etc.).

#### 📈 Competitor Intelligence

Analyze competitors by comparing cuisine types, menus, and pricing.

#### 🔍 Food Delivery & Reservation Platforms

Enrich your platform with high-quality restaurant data.

#### 🤖 AI Training Datasets

Feed **LLMs and ML models** with structured culinary/restaurant data.

#### 🗺️ Travel Guides & Tourism Apps

Provide tourists with fresh, detailed dining recommendations.

***

### ✅ Best Practices

✔ Always use **RESIDENTIAL proxies** for high-volume scraping.
✔ Use valid OpenTable restaurant URLs (not search pages).
✔ Avoid sending too many requests in a very short time.
✔ If scraping multiple URLs, chunk them for optimal performance.
✔ Keep your Apify account proxy budget sufficient for large runs.

***

### 🧩 Additional Improvements & Customization

Want extra fields like:

- 🔹 dietary options
- 🔹 reservation availability
- 🔹 deeper review extraction
- 🔹 schema.org structured version
- 🔹 data deduplication
- 🔹 cron job automation
- 🔹 simplified clean output

**DataWizards can build it for you.**

***

### 🤝 Support

Whether you need custom output, bug fixes, or a highly specialized version —
**DataWizards is always ready for you.**

📧 Email: **<hello.datawizard@gmail.com>**
✉️ **Subject**: `Opentable-Urls Script Actor – Support Request`
🔗 Connect on LinkedIn: **<https://linkedin.com/in/data-wizards-aa8080342>**

***

### 🐞 Bug Reports

If you encounter errors, unexpected outputs, or want new features:

📩 Email: **<hello.datawizard@gmail.com>**
✉️ **Subject**: `Bug Report – Opentable-Urls Script Actor`
OR open an issue on Apify.

***

### 🏁 Start Extracting Rich OpenTable Restaurant Data Like a Pro

Power your apps, dashboards, analytics, or AI models with clean, structured, high-quality restaurant data using the **Opentable-Urls Script** Apify Actor.

***

If you want, I can also generate:
✅ 300-character short description
✅ Tags/keywords for SEO
✅ JSON Schema for the output
✅ A shorter or more marketing-focused README

Just tell me!

# Actor input Schema

## `Urls` (type: `array`):

The urls for the spider.

## `proxyConfiguration` (type: `object`):

Specifies proxy servers that will be used by the scraper in order to hide its origin.

## Actor input object example

```json
{
  "Urls": [
    "https://www.opentable.com/r/schultzys-restaurant-bayville"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("hello.datawizards/opentable-urls-script").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    } }

# Run the Actor and wait for it to finish
run = client.actor("hello.datawizards/opentable-urls-script").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call hello.datawizards/opentable-urls-script --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,hello.datawizards/opentable-urls-script"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/IoyTPSWIfNnYPHgQn/builds/nqCneB6TYvS5R5XdW/openapi.json