Doordash Reviews Scraper

How it works

This actor is designed to extract detailed reviews from DoorDash restaurant listings. The scraper captures comprehensive review data including ratings, review text, reviewer information, and order details, allowing for in-depth analysis of restaurant feedback.

Features

This actor offers the following features:

• Comprehensive Review Extraction: Captures detailed review information including ratings, text, dates, and reviewer details.
• Pagination Support: Automatically handles pagination to collect all available reviews.
• Structured Data Output: Provides clean, structured data in JSON format for easy analysis.
• Proxy Support: Built-in support for proxies to avoid blocking and improve reliability.
• Customizable Configuration: Adjust settings like concurrency, retries, and item limits.

How to Use

1. Set Up: Ensure you have an Apify account and access to the Apify platform.
2. Input Restaurant URLs: Specify one or more DoorDash restaurant URLs to scrape reviews from, e.g.:
   • https://www.doordash.com/store/shalimar-restaurant-st.-john's-640990
   • https://www.doordash.com/store/restaurant-name-123456
3. Configure Settings (Optional):
   • Set maxItems to limit the number of reviews to scrape
   • Adjust concurrency settings if needed
   • Configure proxy settings if required
4. Run the Actor: Start the actor and monitor its progress.
5. Download Results: Export the scraped data in your preferred format (JSON, CSV, etc.).

Supported URL Formats

The scraper supports the following URL formats:

1. Restaurant Profile Pages
   • Example: https://www.doordash.com/store/restaurant-name-123456
   • Example: https://www.doordash.com/store/shalimar-restaurant-st.-john's-640990
   • Scrapes all available reviews for the specified restaurant

Input Data

Here's an example input for scraping reviews from DoorDash:

{
    "startUrls": [
        {
            "url": "https://www.doordash.com/store/shalimar-restaurant-st.-john's-640990"
        },
        {
            "url": "https://www.doordash.com/store/restaurant-name-123456"
        }
    ],
    "maxItems": 500,
    "maxConcurrency": 5,
    "minConcurrency": 1,
    "maxRequestRetries": 30,
    "includeListingDetails": true
}

Input Parameters

Parameter	Type	Default	Description
startUrls	Array	Required	List of URLs to start scraping from
maxItems	Integer	100	Maximum number of items to scrape
maxConcurrency	Integer	100	Maximum concurrent requests
minConcurrency	Integer	1	Minimum concurrent requests
maxRequestRetries	Integer	30	Number of retries for failed requests
includeListingDetails	Boolean	true	Whether to include detailed listing information

Output Structure

The scraper returns an array of review objects, each containing detailed information about a restaurant review from DoorDash. Each review includes the reviewer's information, rating, review text, ordered items, and additional metadata. Here's an example of the output structure:

Example Review

{
    "consumer_review_uuid": "d1ef6147-e9f9-4936-ac56-6599a9fbb42f",
    "reviewer_display_name": "Erica W",
    "num_stars": 5,
    "review_text": "One of my favorite resturants to order from. Consistent quality, lots of options , good food, always fresh and flavorful. Big portions for a reasonable price ",
    "reviewed_at": "2025-02-27T16:14:45.352247Z",
    "is_verified": true,
    "items": [
        {
            "id": "164297013",
            "name": "Shalimar Chicken Platter",
            "price": {
                "unit_amount": 1599,
                "currency": "CAD",
                "display_string": "CA$15.99",
                "decimal_places": 2,
                "sign": true,
                "symbol": "$"
            },
            "image": {
                "url": "https://img.cdn4dd.com/cdn-cgi/image/fit=contain,width=1200,height=672,format=auto/https://doordash-static.s3.amazonaws.com/media/photosV2/b3dbad14-ff95-42e5-b38e-d5502b2ab370-retina-large.JPG"
            },
            "rating_info": {
                "rating_type": "RATING_TYPE_VOTE_RATING",
                "rating_value": "RATING_VALUE_UPVOTE"
            },
            "orderability_info": {
                "orderable": true,
                "orderable_path": [
                    {
                        "menu_id": "1534245",
                        "category_id": "18190977"
                    }
                ]
            }
        },
        {
            "id": "164297021",
            "name": "Beef Samosa Plate (2pc)",
            "price": {
                "unit_amount": 799,
                "currency": "CAD",
                "display_string": "CA$7.99",
                "decimal_places": 2,
                "sign": true,
                "symbol": "$"
            },
            "image": {
                "url": ""
            },
            "rating_info": {
                "rating_type": "RATING_TYPE_VOTE_RATING",
                "rating_value": "RATING_VALUE_UPVOTE"
            },
            "orderability_info": {
                "orderable": true,
                "orderable_path": [
                    {
                        "menu_id": "1534245",
                        "category_id": "18190979"
                    }
                ]
            }
        }
    ],
    "experience": "DOORDASH",
    "review_source": "DOORDASH",
    "helpful_count": "0",
    "marked_helpful": false,
    "reviewer_data": {
        "display_name": "Erica W",
        "description": "17 contributions",
        "profile_image": {
            "url": ""
        },
        "id": "156997689",
        "creator_profile_status_icon": "",
        "creator_profile_uri": "/consumer/profile/156997689"
    },
    "consumer_review_source": "CONSUMER_REVIEW_SOURCE_DOORDASH",
    "store_id": "640990",
    "order_uuid": "f723a3a6-20d6-4746-a7d2-a1056fb38818",
    "moderation_status": "MODERATION_STATUS_APPROVED",
    "quality_rating_v2": 2.25
}

Review Object Explanations

Review Information

Field	Type	Description
consumer_review_uuid	String	Unique identifier for the review (UUID format)
reviewer_display_name	String	Display name of the reviewer
num_stars	Integer	Star rating given by the reviewer (1-5)
review_text	String	The full text content of the review
reviewed_at	String	ISO 8601 timestamp of when the review was posted
is_verified	Boolean	Indicates if this is from a verified purchase
experience	String	Source of the review (e.g., "DOORDASH")
experience	String	Indicates the platform experience (e.g., "DOORDASH" for standard DoorDash orders)
review_source	String	Source platform of the review (typically "DOORDASH")
helpful_count	String	Number of users who marked this review as helpful
marked_helpful	Boolean	Whether the current user marked this review as helpful
consumer_review_source	String	Internal source identifier (e.g., "CONSUMER_REVIEW_SOURCE_DOORDASH")
store_id	String	Unique numeric identifier for the restaurant/store
order_uuid	String	Unique identifier (UUID) for the specific order
moderation_status	String	Current status of review moderation (e.g., "MODERATION_STATUS_APPROVED")
quality_rating_v2	Number	Additional quality metric (typically ranges 0-5)

Reviewer Data

Field	Type	Description
reviewer_data.display_name	String	Reviewer's display name
reviewer_data.description	String	Additional info about the reviewer
reviewer_data.profile_image.url	String	URL of the reviewer's profile image
reviewer_data.id	String	Unique identifier for the reviewer
reviewer_data.display_name	String	Reviewer's display name (matches reviewer_display_name)
reviewer_data.description	String	Additional context about the reviewer (e.g., "17 contributions")
reviewer_data.profile_image.url	String	URL to the reviewer's profile image (may be empty)
reviewer_data.id	String	Unique identifier for the reviewer
reviewer_data.creator_profile_status_icon	String	Status icon for the reviewer's profile (may be empty)
reviewer_data.creator_profile_uri	String	Relative URI to the reviewer's full profile

Ordered Items

Each review can include multiple ordered items with the following structure:

Field	Type	Description
items[].id	String	Unique identifier for the menu item
items[].name	String	Display name of the menu item
items[].price.unit_amount	Integer	Price in smallest currency unit (e.g., cents)
items[].price.currency	String	ISO currency code (e.g., "CAD")
items[].price.display_string	String	Formatted price string (e.g., "CA$15.99")
items[].price.decimal_places	Integer	Number of decimal places for the currency
items[].price.sign	Boolean	Whether to show the currency sign
items[].price.symbol	String	Currency symbol (e.g., "$")
items[].image.url	String	URL of the item's image (may be empty)
items[].rating_info.rating_type	String	Type of rating (e.g., "RATING_TYPE_VOTE_RATING")
items[].rating_info.rating_value	String	Rating value (e.g., "RATING_VALUE_UPVOTE")
items[].orderability_info.orderable	Boolean	Whether the item is currently orderable
items[].orderability_info.orderable_path[].menu_id	String	Menu identifier for the item
items[].orderability_info.orderable_path[].category_id	String	Category identifier for the item

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Support

• For issues or feature requests, please use the Issues section of this actor.
• If you need customization or have questions, feel free to contact the author:
  • Author's website: https://muhamed-didovic.github.io/
  • Email: muhamed.didovic@gmail.com

Additional Services

• Request customization or whole dataset: muhamed.didovic@gmail.com
• If you need anything else scraped, or this actor customized, email: muhamed.didovic@gmail.com
• For API services of this scraper (no Apify fee, just usage fee for the API), contact: muhamed.didovic@gmail.com