PubMed Scraper for Research Citations
PubMed article and citation pages run on JavaScript with active bot detection. Our stealth proxy and headless-browser layer handle both, so your client-side stays a thin HTTP call.
Key Benefits:
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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
PubMed Scraping. Three Real Patterns
Most teams scraping PubMed are extracting article data, mapping author collaboration networks, or tracking keyword and MeSH term coverage across papers. Here's how each maps to our scraper.
Extract article data
Extract structured insights from articles efficiently using focused XPaths tailored for strategic business analysis.
Analyze author networks
Organize author affiliations to map collaboration patterns for targeted networking strategies.
Identify keyword occurrences
Identify keyword occurrences and MeSH term coverage across PubMed articles. Useful for literature reviews, systematic-search workflows, and research-mapping projects.
Transparent PubMed Scraper API pricing
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How it works
Manually collecting data from PubMed 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 PubMed scrape becomes a single function call. No proxy rotation, no headless Chrome to manage.
Send a GET request with your API key, passing a PubMed URL on pubmed.ncbi.nlm.nih.gov. JavaScript renders, residential proxies rotate, and you get rendered HTML back, ready to parse.
When PubMed 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.
PubMed Scraper API - Built for PubMed's Anti-Bot Stack
Pull PubMed article and citation pages at scale. Article title, authors, abstract, journal, publication date, MeSH keywords, and PMID all parse in one call.
Use AI-powered data extraction capabilities to target precise content on PubMed, enhancing accuracy and speed in your projects.
AI Web Scraping
Capture PubMed visuals instantly. Useful for visual verification.
Screenshot API
Use Google Search API to extract PubMed data. No limits, just strategic search intelligence.
Explore Google Search API
Streamline complex data extraction processes by automating interactions, ensuring reliable, comprehensive data retrieval for strategic insights.
JavaScript Scraping API
Pull PubMed article pages as clean Markdown, ready to feed into an LLM for literature-review summaries or citation-mapping workflows.
Data Scraping Tool
Scrape PubMed by automating literature-monitoring workflows with n8n and our API. No scraper code required.
No Code 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.
What Our Scraper Reads from PubMed
Every PubMed article page returns title, authors, affiliations, abstract, publication date, journal, MeSH keywords, citation count, and PMID.
Setup in Under Five Minutes
Code samples in every major language: Python, Node.js, Ruby, PHP, Go, cURL. Plus a request builder in the dashboard for testing without writing code.
DocumentationFrom PubMed URL to Clean JSON
Hand us a PubMed URL. We render, parse, and return article title, authors, affiliations, abstract, publication date, journal, MeSH keywords, and PMID, no HTML parsing on your side.
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.
PubMed Scraper API: Your Questions Answered
We rotate residential proxies and use a real headless browser, so requests look like normal traffic. If a target gets aggressive, enable stealth_proxy on the request.