Web Scraping Templates

Use ready-made web scraping templates to extract structured data from websites automatically. Scrape business listings, product data, reviews, job postings, and more using Clura AI web scraper.

Lead Generation

ECommerce

Local Data

Company Research

Reviews

Misc

Stack Exchange Scraper
Misc

Stack Exchange Scraper

Scrape Stack Exchange questions, answers, votes, and tags from any community in the network. Extract Q&A data for research, knowledge base construction, and AI training datasets.

View template →
Skyscanner Flights Scraper
Misc

Skyscanner Flights Scraper

Extract Skyscanner flight search results including prices, airlines, departure times, and layover details. Collect flight pricing data for travel research, fare comparison, and cost monitoring.

View template →
BBC News Scraper
Misc

BBC News Scraper

Scrape news article listings and headlines from BBC News section and category pages, with results saved to your Clura account and exportable as CSV or JSON.

View template →
CNN News Scraper
Misc

CNN News Scraper

Scrape news article listings and headlines from CNN section and category pages, with results saved to your Clura account and exportable as CSV or JSON.

View template →

Apps

Jobs

Social

Medium Articles Scraper
Social

Medium Articles Scraper

Extract Medium article data including titles, authors, clap counts, reading time, and publication dates. Build content datasets for topic research, trend analysis, and competitive benchmarking.

View template →
Quora Q&A Scraper
Social

Quora Q&A Scraper

Extract Quora questions, answers, upvote counts, and author profiles from any topic or search page. Collect Q&A data for content research, FAQ generation, and audience insight.

View template →
GitHub Repositories Scraper
Social

GitHub Repositories Scraper

Extract GitHub repository data including stars, forks, language, description, and contributor counts from search or organization pages. Build open-source project datasets for research and prospecting.

View template →
GitHub Users Scraper
Social

GitHub Users Scraper

Scrape GitHub user profiles including follower counts, repositories, bio, and location. Build developer lead lists and track open-source contributors from any organization or search page.

View template →

Legal

Academic

PubMed Articles Scraper
Academic

PubMed Articles Scraper

Scrape PubMed article data including titles, authors, journal names, publication dates, and abstracts. Extract biomedical research papers for systematic reviews, citation tracking, and healthcare research.

View template →

What Are Web Scraping Templates?

Web scraping templates are preconfigured workflows that allow users to extract structured data from websites automatically. Instead of writing scraping scripts, templates identify repeated patterns on webpages such as listings, tables, or product cards and extract the data into structured datasets.

These templates are commonly used for lead generation, ecommerce monitoring, recruiting research, and competitive intelligence.