Scrape GrubHub Menus Across Every Zip
Stop fighting GrubHub's anti-bot stack manually. Send the URL, get the data back. JS rendering, proxy rotation, and bot detection handled in a single request.
Key Benefits:
Sign up with Google
based on 100+ reviews.
Mike Ritchie
CEO @ SeekWell
ScrapingBee simplified our day-to-day marketing and engineering operations a lot. We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider
Three Ways Developers Scrape GrubHub
GrubHub scrapes tend to target three things: menu pricing comparisons across restaurants, full structured menus, and customer ratings for competitor analysis.
Compare menu pricing
Pull menu item prices across restaurants in any zip code. Track which chains charge premium pricing on GrubHub vs. their dine-in menus, useful for delivery-economics research.
Extract restaurant menus
Extract structured restaurant menu data to support lead generation and strategic business positioning. Utilize this information for competitive insights.
Extract customer ratings
Extract customer ratings to enhance competitor analysis and drive strategic business insights. Utilize structured feedback for decisions.
Transparent GrubHub Scraper API pricing
Cancel anytime, no questions asked!
Need more credits and concurrency per month?
(No credit card required)
How GrubHub API works
Manually collecting data from GrubHub is slow, limited and hard to scale. That's why more and more teams choose our API.
Create an account - get instant access to API key and 1,000 free credits to get started
Install our Python SDK (or Node, Go, PHP, Ruby - pick your stack). Each GrubHub scrape becomes a single function call. No proxy rotation, no headless Chrome to manage.
Pass any GrubHub URL to our endpoint along with your API key. We handle the page rendering and bot bypass, you receive parsed HTML or structured JSON.
When GrubHub pages need more, gain advanced parameters. render_js for JavaScript, stealth_proxy for CAPTCHAs, country_code for geo-targeting, ai_extract_rules for natural-language data extraction.
GrubHub Scraper API - Built for GrubHub's Anti-Bot Stack
Pull GrubHub restaurant and menu pages at scale. Menu items, prices, restaurant ratings, delivery-time estimates, and minimum order all parse in one call across any zip.
Use AI to scrape GrubHub for restaurant data, allowing you to access menus, prices, and reviews quickly and efficiently.
AI Web Scraping
Use our API to capture accurate screenshots of GrubHub pages, facilitating data extraction for your scraper projects.
Screenshot API
Scrape Google Search to extract GrubHub search results directly from the SERP, empowering you to gather competitive data for enhanced decision-making.
Explore Google Search API
Use JavaScript to automate interactions and ensure all necessary content is fully loaded for analysis to improve data extraction capabilities.
JavaScript Scraping API
Scrape GrubHub to receive clean, structured data for menu items, reviews, and pricing, ensuring your application is LLM-ready for advanced data analysis or integration tasks.
Markdown Scraper API
Scrape GrubHub by creating automated workflows with no-code solutions using n8n and our API, enabling data extraction and streamlined operations on the platform.
n8n Scraper
Trusted by 4,000+ developers and data teams
Scraping is 50% dealing with ever-changing HTML files and 50% massaging data into a useable format. ScrapingBee’s incredible AI feature can do both much better than I ever could. Now I can spend 100% of my time on what matters most; my business.
Arvid Kahl,
Founder at Podscan
ScrapingBee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee.
Anton R,
CTO
ScrapingBee clear documentation, easy-to-use API, and great success rate made it a no-brainer.
Dominic Phillips,
Co-Founder at CodeSubmit
I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier!
Sam,
PhD candidate
So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need.
Maxime Y,
Product Manager @ NordFolk
Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format.
Andy Hawkes,
Founder at Loadster
Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient.
Aayushi,
Senior analyst
Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative.
Mike P.,
VP
Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It makes our work so much easier.
Daniel L,
Lead dev
Recognized for excellence
in web scraping
You're in great company
3,500+ developers use ScrapingBee to handle proxies, browsers, and anti-bot bypass.
Public GrubHub Data. Parsed and Structured
Every GrubHub restaurant page returns menu items with prices and modifiers, restaurant rating, review count, delivery-time estimate, delivery fee, and minimum order.
Setup in Under Five Minutes
Clear examples in Python, Node.js, cURL, and the request builder. Copy the snippet, swap in your API key, send the request.
DocumentationGrubHub Response. Parsed and Structured
Pass any URL from GrubHub's restaurant and menu pages to our endpoint. Our renderer executes the page's JS and returns parsed data, extract_rules for CSS selectors, ai_extract_rules for AI-driven extraction.
Web Scraping API
ScrapingBee in numbers
Developer Experience
Top-rated support &
documentation
Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.
Fantastic documentation
Take a look at our documentation and get started in minutes!
Code samples
Whatever the programming language you enjoy, we have written code examples in Java, Python, Go, PHP, cURL and JavaScript.
Knowledge base
Our extensive knowledge base covers the most frequent use cases with code samples.
Exceptional support
Fast, engineer-led support via live chat or email
Explore web scraping insights
Check out our documentation to find out more on how to utilise our API for your scraping needs.
AI Data Extraction
JS Rendering
Stealth Proxy
Screenshots
Custom Cookies
Download Images
More markets. More opportunities.
Expand your data collection beyond this scraper.
Why ScrapingBee?
The most reliable web scraping API, trusted by 4,000+ developers worldwide.
- Data analysts
- Growth teams
- Developers
- E-commerce businesses
GDPR and CCPA compliant
ScrapingBee does not collect or store personal data from scraped sites unless their user explicitly requests it.
CAPTCHA bypass capacity
We handle proxy rotation to avoid IP-based blocking. With headless browser rendering, we mimic real user browsing behaviour and reduce the blocking risk.
Scalable
The platform scales smoothly with thousands of headless browsers and rotating proxies, ensuring fast, reliable performance even during traffic spikes.
Speed and accuracy
We deliver fast, reliable results in 1-5 seconds with high accuracy across most sites, even JavaScript-heavy ones.
GrubHub Scraper FAQs
No external account required. Sign up for one of our API keys (1,000 free credits, no card), send the URL, and we handle the rest.