DoorDash Store & Menu Scraper - Restaurant Data, Menus & Pricing

Scrape DoorDash for restaurant and store listings, full menus, prices, ratings, delivery info, and cuisine types. Extract data for food delivery market analysis, competitive pricing research, and franchise monitoring. Uses Camoufox stealth browser for reliable Cloudflare bypass.

Features

• Store Profiles - Name, ratings, review count, delivery fees, hours
• Full Menu Extraction - Menu items, prices, descriptions, categories
• Search by Location - Find stores by keyword, cuisine, and area
• Store Type Filters - Restaurant, grocery, convenience, alcohol, retail
• Delivery Data - Delivery fee, estimated time, minimum order
• Cuisine Classification - Food category tags
• Camoufox Stealth Browser - C++ level Cloudflare bypass (no API key needed)
• Optional Firecrawl - Alternative managed scraping service
• Anti-Detection - Fingerprint injection for stealth browsing
• No Login Required - Works with public DoorDash data
• Demo Mode - Test with sample data before going live

Who Should Use This Actor?

Restaurant Owners & Operators

Monitor competitor menus and pricing on DoorDash. Track delivery fees and ratings across your market. Optimize your own menu pricing based on competitor data.

Food Industry Consultants

Analyze menu structures, pricing strategies, and cuisine trends across markets. Build comprehensive food delivery market reports.

Market Research Firms

Research restaurant density, cuisine distribution, and pricing before entering new markets or advising clients.

Franchise Operators

Track franchisee pricing consistency and ratings across locations. Monitor brand presence on DoorDash.

Real Estate Developers

Analyze food delivery availability and restaurant density for property development decisions. Understand neighborhood dining options.

Marketing Agencies

Build prospect lists of restaurants for marketing services. Identify restaurants with low ratings who need reputation management.

How It Works

This scraper uses Camoufox - a stealth Firefox browser that bypasses Cloudflare protection at the C++ level. No external API key required by default.

Two Scraping Options

Option	API Key Required	Best For
Camoufox (default)	No	Most users - works out of the box
Firecrawl (optional)	Yes (free tier available)	Users who prefer a managed service

Default: Camoufox (No Setup Required)

Just run the scraper! It uses:

• Camoufox - Stealth Firefox with C++ level fingerprint spoofing
• Cloudflare bypass - Automatic challenge handling
• Residential proxies - Real IP addresses for extra stealth

Optional: Firecrawl API Key

If you prefer using Firecrawl's managed service:

1. Sign up at Firecrawl (free tier: 500 credits/month)
2. Copy your API key
3. Paste it into the firecrawlApiKey input field

Quick Start

Demo Mode (Free Test)

{
  "demoMode": true
}

Scrape a Single Store Menu

{
  "scrapeType": "menu",
  "storeUrl": "https://www.doordash.com/store/shake-shack-san-francisco-1155165/",
  "location": "San Francisco, CA",
  "includeMenu": true,
  "demoMode": false
}

Search for Stores by Cuisine

{
  "scrapeType": "search",
  "searchTerm": "burger",
  "location": "Brooklyn, NY",
  "includeMenu": true,
  "maxResults": 10,
  "demoMode": false
}

Store Profile Only (No Menu)

{
  "scrapeType": "store_profile",
  "storeUrl": "https://www.doordash.com/store/chipotle-mexican-grill-new-york-12345/",
  "location": "New York, NY",
  "includeMenu": false,
  "demoMode": false
}

Filter by Store Type

{
  "scrapeType": "search",
  "searchTerm": "organic",
  "location": "Austin, TX",
  "storeType": "grocery",
  "maxResults": 20,
  "demoMode": false
}

Input Parameters

Parameter	Type	Default	Description
scrapeType	string	menu	Type: menu, store_profile, search
storeUrl	string	-	Direct DoorDash store URL (for menu/profile modes)
searchTerm	string	-	Keyword to search (for search mode)
location	string	-	City and state for context
storeType	string	all	Filter: all, restaurant, grocery, convenience, alcohol, retail
includeMenu	boolean	true	Extract menu items and prices
maxResults	integer	10	Max stores to scrape (1-50, search mode)
firecrawlApiKey	string	-	Optional Firecrawl API key for alternative scraping
proxyConfiguration	object	-	Proxy settings
demoMode	boolean	true	Return sample data for testing
webhookUrl	string	-	Webhook URL for results delivery

Output Format

{
  "name": "Shake Shack San Francisco",
  "url": "https://www.doordash.com/store/shake-shack-san-francisco-1155165/",
  "storeId": "1155165",
  "storeType": "restaurant",
  "cuisineTypes": ["American", "Burgers"],
  "city": "San Francisco",
  "state": "CA",
  "rating": 4.7,
  "reviewCount": 892,
  "deliveryFee": "$2.99",
  "deliveryTime": "25-35 min",
  "isOpen": true,
  "menu": [
    {
      "name": "ShackBurger",
      "price": 8.99,
      "priceString": "$8.99",
      "description": "Angus beef cheeseburger with lettuce, tomato, ShackSauce",
      "category": "Burgers"
    },
    {
      "name": "Crinkle Cut Fries",
      "price": 4.99,
      "priceString": "$4.99",
      "description": "Classic crinkle cut fries",
      "category": "Sides"
    }
  ],
  "menuCategories": ["Burgers", "Chicken", "Sides", "Shakes", "Drinks"],
  "scrapedAt": "2026-01-28T10:30:00.000Z"
}

Pricing (Pay-Per-Event)

Event	Description	Price
store_scraped	Per store listing scraped	$0.003
menu_item_scraped	Per menu item extracted	$0.001

Example costs:

• 1 store with 25 menu items: $0.003 + (25 x $0.001) = $0.028
• 10 stores with 50 items each: (10 x $0.003) + (500 x $0.001) = $0.53
• 50 stores, profiles only: 50 x $0.003 = $0.15
• Demo mode: $0.00

Common Scenarios

Scenario 1: Competitive Menu Pricing

{
  "scrapeType": "search",
  "searchTerm": "pizza",
  "location": "Chicago, IL",
  "storeType": "restaurant",
  "includeMenu": true,
  "maxResults": 20,
  "demoMode": false
}

Compare menu pricing across pizza restaurants in your market.

Scenario 2: Franchise Monitoring

{
  "scrapeType": "menu",
  "storeUrl": "https://www.doordash.com/store/mcdonalds-location-12345/",
  "location": "San Francisco, CA",
  "includeMenu": true,
  "demoMode": false
}

Monitor menu and pricing at specific franchise locations. Schedule weekly.

Scenario 3: Market Entry Research

{
  "scrapeType": "search",
  "searchTerm": "Thai",
  "location": "Portland, OR",
  "maxResults": 50,
  "includeMenu": true,
  "demoMode": false
}

Analyze restaurant density and pricing before opening in a new market.

Scenario 4: Grocery Store Monitoring

{
  "scrapeType": "search",
  "searchTerm": "grocery",
  "location": "Miami, FL",
  "storeType": "grocery",
  "maxResults": 25,
  "demoMode": false
}

Research grocery delivery options and availability by area.

Webhook & Automation Integration

Webhook Configuration

{
  "scrapeType": "search",
  "searchTerm": "restaurant",
  "location": "Denver, CO",
  "maxResults": 20,
  "webhookUrl": "https://your-endpoint.com/webhook"
}

Zapier Integration

1. Create a Zapier Webhook trigger (Catch Hook)
2. Copy the webhook URL to webhookUrl
3. Route results to Google Sheets, CRM, Slack, etc.

Popular Zaps:

• Menu data -> Google Sheets (pricing database)
• New stores found -> Slack notification
• Results -> Airtable (market research base)

Make.com (Integromat)

1. Create a Webhooks module (Custom webhook)
2. Add webhook URL to configuration
3. Process results with Make.com scenarios

n8n Integration

1. Add a Webhook node
2. Configure with webhook URL
3. Chain with processing nodes

Apify Scheduled Runs

Schedule weekly runs in Apify Console for ongoing menu monitoring. Use Apify webhooks or API for programmatic access.

Official API Alternatives

DoorDash API

DoorDash offers APIs for partners only:

• Drive API - For delivery-as-a-service (merchants only)
• Storefront API - For online ordering integration
• No public data API available

Alternative Data Sources

• Yelp Fusion API - Restaurant data with reviews (has free tier)
• Google Maps Places API - Basic restaurant listings ($17/1000 requests)
• Grubhub - No public API (see our Grubhub Scraper)
• UberEats - No public API (see our UberEats Scraper)

This Scraper's Advantages

1. Full menu extraction with prices and descriptions
2. No DoorDash partner account needed
3. Delivery fees and times included
4. Cuisine type classification for market analysis
5. Pay-per-result pricing
6. Camoufox stealth browser handles Cloudflare automatically

FAQ

Q: Do I need a DoorDash account?

A: No. This scraper uses public DoorDash store and menu data. No login required.

Q: Do I need a Firecrawl API key?

A: No. The default Camoufox browser works without any API key. Firecrawl is an optional alternative if you prefer a managed service.

Q: Can I scrape grocery store inventories?

A: Yes. Set storeType: "grocery" to focus on grocery stores. Menu extraction works for grocery items too.

Q: Why are some menu items missing prices?

A: Some DoorDash stores have dynamic pricing or market-price items without fixed display prices. The scraper captures all publicly visible prices.

Q: How often do DoorDash menus change?

A: Restaurant menus can change frequently. Schedule weekly runs for price monitoring or daily for time-sensitive analysis.

Q: Can I get delivery fee data?

A: Yes. Delivery fee and estimated delivery time are included in every store profile.

Common Problems & Solutions

"No menu items found"

• Check that includeMenu is set to true
• Verify the store URL is valid and accessible
• Some stores may have unusual menu formatting
• Try the Firecrawl option as an alternative

"Request blocked" or "Cloudflare" errors

• The Camoufox browser handles Cloudflare automatically
• If issues persist, try adding a Firecrawl API key
• Wait a few minutes between retries
• Reduce maxResults for smaller batches

"Demo data showing"

• Set demoMode: false
• Demo data has "DEMO" prefix on store names for identification

"Store not found"

• Check the DoorDash URL is valid and currently active
• Some stores may be temporarily closed or removed
• Try searching by name instead of direct URL

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📞 Support

• Actor Arsenal: Full Actor Catalog
• Developer: John Rippy

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Built by John Rippy | Actor Arsenal