FDA 510(k) Clearances API: Medical Device Intelligence by Company, Device, or Product Code
Search FDA 510(k) premarket clearances by company, device name, or product code. Returns applicant, device, decision, and dates for medtech competitive intelligence. No API key required.
LinkedIn Company Scraper: Size, Industry, Website, and Followers Without Login
Scrape LinkedIn company pages for employee count, industry, HQ, founding year, website, follower count, and specialties. No LinkedIn login or API key required.
LinkedIn Post Search: Find Posts by Keyword Without Login
How to search LinkedIn posts without an account: find a post from one person, trace the author of a quote, and pull matching posts in Python.
LinkedIn Profile Scraper: Experience, Education, and Skills Without Login
Extract full LinkedIn profile data: work history, education, skills, connections, from a list of profile URLs. No LinkedIn cookies or login required.
LinkedIn Jobs Scraper: Job Listings by Keyword and Location Without Login
Scrape LinkedIn job listings by keyword and location: job title, company, seniority, applicant count, and job description. No LinkedIn login required.
Medicare Part D Drug Spending Data: Unit Cost, Claims, and Beneficiary Counts via API
Pull Medicare Part D drug spending from CMS: total cost, claims, beneficiaries, and unit price by drug name or manufacturer. Track pharmaceutical pricing trends. No API key required.
NIH RePORTER API: Search Grant Funding, Award Amounts, and Principal Investigators
Search NIH grant awards by topic, agency, institution, or state. Returns project title, abstract, award amount, and PI data for research funding intelligence. No API key required.
AliExpress Product Data API: Prices, Ratings, and Orders in Python
AliExpress affiliate API has restricted coverage. Learn how to scrape AliExpress product listings for prices, ratings, order counts, and seller data as structured JSON, no affiliate approval needed.
How to Scrape AmbitionBox Company Reviews and Ratings
AmbitionBox is India largest employer review platform with 300,000 companies. Learn how to pull ratings, review counts, salary data, and dimension scores as structured JSON without any official API.
ClinicalTrials.gov API v2: How to Search 600,000 Studies and Track Trial Status
How to use the ClinicalTrials.gov v2 REST API: what changed from v1, which filters actually exist, and Python for bulk pulls and status monitoring.
CourtListener API: How to Search US Court Records and Case Law Programmatically
CourtListener exposes 10M+ court opinions and dockets via a free REST API. Here is how to query it, what the rate limits actually are, and when a scraper is faster.
Crossref API: 150 Million DOIs, Citation Counts, and Bibliographic Data for Free
Crossref's free REST API returns journal and article metadata, reference lists and citation counts for 150M+ DOIs, with no API key needed.
How to Scrape Crunchbase Company Profiles in Python (Funding, Investors, No API Key)
Crunchbase has no free public API. Learn how to extract company names, total funding raised, investor counts, latest rounds, and headquarters as structured JSON using an Apify scraper with residential proxy bypass.
FDA Recall Data API: How to Monitor Drug, Device, and Food Recalls Programmatically
openFDA serves drug, device and food recalls plus adverse events and 510(k) clearances over a free REST API. How the endpoints and fields work.
Federal Register API: How to Track US Rules, Proposed Rules, and Executive Orders
The Federal Register publishes every US executive action, proposed rule, and final rule via a REST API. Here is how to query it and what the data contains.
Firecrawl vs RAG Crawler: Pricing, Output Quality, and When to Use Each
Firecrawl charges per page on a subscription. RAG Crawler charges per page crawled on pay-per-result. Here is a direct comparison of output, pricing, and failure handling.
How to Scrape Google News in Python (No API Key Required)
Google killed its News API in 2013. Learn how to pull headlines, sources, and publication dates from Google News in Python using the RSS feed, the GNews approach, and a pay-per-result scraper.
Google Trends API for Python in 2025: pytrends vs Scraper
Google Trends has no official API. Learn why pytrends breaks, how the SERP API approach works, and the fastest way to pull trend data into Python without getting rate-limited.