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🍽️ Grubhub Restaurant Reviews Scraper API

Unlock Grubhub's vast restaurant reviews dataset with our Grubhub Restaurant Reviews Scraper API. Effortlessly scrape reviews, extract customer feedback, and build comprehensive restaurant review datasets without hassle from parsing complexities or rate limits. Ideal for review analysis, scraping reviews via Python, and generating structured JSON data for insights.

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What Can You Build With 🍽️ Grubhub Restaurant Reviews Scraper API Scraper?

Build powerful review analysis tools to sentiment-analyze customer feedback from Grubhub. Create restaurant datasets for market research and competitor tracking. Develop custom review scrapers for extracting restaurant menu data alongside reviews, enabling data-driven decisions on trends, ratings, and consumer preferences across locations.

XCrawl

Real-Time Review Extraction

Access fresh Grubhub reviews via REST API endpoints, delivering structured JSON datasets for immediate review analysis and integration into Python scripts or dashboards.

XCrawl

Scalable Restaurant Datasets

Generate large-scale restaurant review datasets with high accuracy, supporting async requests for millions of scrape reviews without IP blocks or downtime.

XCrawl

Easy Python Integration

Seamlessly integrate our review scraper into web scraping reviews Python workflows, with SDKs providing ready-to-use functions for reviews scraping and data extraction.

XCrawl

Comprehensive Data Fields

Extract detailed fields like reviewer profiles, ratings, and media URLs from Grubhub, powering advanced reviews API applications and restaurant crawler tools.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available 🍽️ Grubhub Restaurant Reviews Scraper API Scrapers

Access the most commonly used 🍽️ Grubhub Restaurant Reviews Scraper API data types — fully structured, consistently formatted, and production-ready.

grubhub api

Direct API access to Grubhub restaurant data including reviews and menus for seamless integration.

Scraping method:
  • restaurant_id
  • name
  • address
  • rating
  • review_count
  • menu_items
  • avg_rating
  • location

scrape reviews

Targeted endpoint to scrape reviews from specific Grubhub restaurants with full text and metadata.

Scraping method:
  • review_id
  • text
  • rating
  • date
  • reviewer_name
  • verified
  • photos
  • replies

review scraper

High-volume review scraper pulling customer reviews across multiple Grubhub locations efficiently.

Scraping method:
  • restaurant_name
  • review_text
  • stars
  • publish_date
  • user_id
  • likes
  • images
  • sentiment

restaurant review dataset

Build complete restaurant review datasets from Grubhub searches and categories.

Scraping method:
  • dataset_id
  • restaurant
  • total_reviews
  • avg_score
  • review_samples
  • trends
  • geo_data
  • engagement

scrape customer reviews

Extract detailed customer reviews including threaded comments and engagement metrics.

Scraping method:
  • customer_id
  • review_content
  • rating_score
  • timestamp
  • helpful_votes
  • media_urls
  • response

restaurant reviews dataset

Comprehensive scraper for restaurant reviews datasets optimized for analysis and export.

Scraping method:
  • restaurant_slug
  • review_batch
  • overall_rating
  • date_range
  • author_profiles
  • comment_threads
  • metrics

🍽️ Grubhub Restaurant Reviews Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for developers building custom review scrapers.

  • XCrawl
    Python SDK Ready
    Use our web scraping reviews Python library for async scraping and easy data parsing.
  • XCrawl
    JSON Response Format
    Get structured reviews API data in JSON for direct database insertion or analysis.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure reliable high-volume reviews scraping.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code restaurant crawler operations.

  • XCrawl
    Visual Query Builder
    Select restaurants and review parameters via drag-and-drop interface.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily scrape customer reviews without coding.
  • XCrawl
    CSV/Excel Exports
    Download restaurant review datasets in multiple formats instantly.

Code examples

Retrieve 🍽️ Grubhub Restaurant Reviews Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the 🍽️ Grubhub Restaurant Reviews Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This Grubhub scraper transformed our review analysis—fast scraping and top-notch dataset quality for restaurant insights.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; the review scraper handles everything, delivering accurate scrape reviews API data.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Built comprehensive restaurant review datasets effortlessly—perfect for competitor review scraping analysis.

Sam Patel
Sam Patel
Market Analyst
★★★★★
4.8

Scrape customer reviews at scale without issues; the restaurant crawler is a game-changer for datasets.

Taylor Kim
Taylor Kim
Growth Hacker
★★★★★
5.0

Reliable grubhub api alternative with JSON outputs—streamlined our web scraping reviews python pipeline.

Chris Wong
Chris Wong
CTO
★★★★★
4.9

Outstanding review dataset extraction; sped up our reviews analysis scrape projects significantly.

Morgan Ellis
Morgan Ellis
Product Manager
★★★★★
5.0

Flawless scraper reviews performance—handles large restaurant reviews dataset builds with ease.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
4.7

Precise data reviews from Grubhub; essential for our restaurant extraction and sentiment tools.

Casey Nguyen
Casey Nguyen
BI Analyst
★★★★★
5.0

Love the review crawler speed and accuracy—ideal for custom scrape reviews api integrations.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
4.9

Generated high-quality restaurant menu dataset alongside reviews; scraper api review excellence.

Quinn Harper
Quinn Harper
Research Lead
★★★★★
5.0

This Grubhub scraper transformed our review analysis—fast scraping and top-notch dataset quality for restaurant insights.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; the review scraper handles everything, delivering accurate scrape reviews API data.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Built comprehensive restaurant review datasets effortlessly—perfect for competitor review scraping analysis.

Sam Patel
Sam Patel
Market Analyst
★★★★★
4.8

Scrape customer reviews at scale without issues; the restaurant crawler is a game-changer for datasets.

Taylor Kim
Taylor Kim
Growth Hacker
★★★★★
5.0

Reliable grubhub api alternative with JSON outputs—streamlined our web scraping reviews python pipeline.

Chris Wong
Chris Wong
CTO
★★★★★
4.9

Outstanding review dataset extraction; sped up our reviews analysis scrape projects significantly.

Morgan Ellis
Morgan Ellis
Product Manager
★★★★★
5.0

Flawless scraper reviews performance—handles large restaurant reviews dataset builds with ease.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
4.7

Precise data reviews from Grubhub; essential for our restaurant extraction and sentiment tools.

Casey Nguyen
Casey Nguyen
BI Analyst
★★★★★
5.0

Love the review crawler speed and accuracy—ideal for custom scrape reviews api integrations.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
4.9

Generated high-quality restaurant menu dataset alongside reviews; scraper api review excellence.

Quinn Harper
Quinn Harper
Research Lead
★★★★★
5.0

This Grubhub scraper transformed our review analysis—fast scraping and top-notch dataset quality for restaurant insights.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; the review scraper handles everything, delivering accurate scrape reviews API data.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Built comprehensive restaurant review datasets effortlessly—perfect for competitor review scraping analysis.

Sam Patel
Sam Patel
Market Analyst
★★★★★
4.8

Scrape customer reviews at scale without issues; the restaurant crawler is a game-changer for datasets.

Taylor Kim
Taylor Kim
Growth Hacker
★★★★★
5.0

Reliable grubhub api alternative with JSON outputs—streamlined our web scraping reviews python pipeline.

Chris Wong
Chris Wong
CTO
★★★★★
4.9

Outstanding review dataset extraction; sped up our reviews analysis scrape projects significantly.

Morgan Ellis
Morgan Ellis
Product Manager
★★★★★
5.0

Flawless scraper reviews performance—handles large restaurant reviews dataset builds with ease.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
4.7

Precise data reviews from Grubhub; essential for our restaurant extraction and sentiment tools.

Casey Nguyen
Casey Nguyen
BI Analyst
★★★★★
5.0

Love the review crawler speed and accuracy—ideal for custom scrape reviews api integrations.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
4.9

Generated high-quality restaurant menu dataset alongside reviews; scraper api review excellence.

Quinn Harper
Quinn Harper
Research Lead
★★★★★
5.0

This Grubhub scraper transformed our review analysis—fast scraping and top-notch dataset quality for restaurant insights.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; the review scraper handles everything, delivering accurate scrape reviews API data.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Built comprehensive restaurant review datasets effortlessly—perfect for competitor review scraping analysis.

Sam Patel
Sam Patel
Market Analyst
★★★★★
4.8

Scrape customer reviews at scale without issues; the restaurant crawler is a game-changer for datasets.

Taylor Kim
Taylor Kim
Growth Hacker
★★★★★
5.0

Reliable grubhub api alternative with JSON outputs—streamlined our web scraping reviews python pipeline.

Chris Wong
Chris Wong
CTO
★★★★★
4.9

Outstanding review dataset extraction; sped up our reviews analysis scrape projects significantly.

Morgan Ellis
Morgan Ellis
Product Manager
★★★★★
5.0

Flawless scraper reviews performance—handles large restaurant reviews dataset builds with ease.

Riley Foster
Riley Foster
DevOps Engineer
★★★★★
4.7

Precise data reviews from Grubhub; essential for our restaurant extraction and sentiment tools.

Casey Nguyen
Casey Nguyen
BI Analyst
★★★★★
5.0

Love the review crawler speed and accuracy—ideal for custom scrape reviews api integrations.

Drew Santos
Drew Santos
Full-Stack Developer
★★★★★
4.9

Generated high-quality restaurant menu dataset alongside reviews; scraper api review excellence.

Quinn Harper
Quinn Harper
Research Lead
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Grubhub Restaurant Reviews Scraper API work?
Send REST requests to endpoints specifying restaurants or searches; our cloud scrapers fetch, parse, and return structured JSON with reviews data.
What factors determine pricing?
Pricing scales by data volume (reviews scraped), API calls, and premium features like async processing or custom datasets.
What data coverage and limitations apply?
Covers all public Grubhub restaurant reviews, ratings, and metadata; excludes private user data or real-time unavailable content.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and terms; always consult legal for your use case.
What integration support is available?
SDKs for Python/Node.js, full docs, and support for reviews api embedding; dashboard for no-code starts.

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