Case Studies

Web Scraping Case Studies and Example Data Projects

These example projects show how ScrapeHive turns public web data into structured datasets for pricing intelligence, lead generation, market research, and business reporting. Each case study outlines the use case, source types, collected fields, and delivery format.

Example projects

6

Primary use cases

Pricing, lead generation, market research

Marketplace Data Project

A custom marketplace dataset for seller analysis, assortment mapping, and pricing research.

Consultation Scheduled

Use case

Product intelligence and seller benchmarking

Market

Bulgaria

Delivery

CSV / XLSX

We collect structured marketplace data including product listings, seller profiles, categories, prices, ratings, and reviews. The data is cleaned, normalized, and prepared for analysis or business use.

Product nameCategoryPriceSeller name

Company Directory Research

A recurring company directory dataset built for lead generation and market mapping.

Researching Sources

Use case

B2B prospecting and market segmentation

Market

Europe

Delivery

CSV / JSON

This project focuses on extracting company information from public business directories. The goal is to build a structured dataset of companies including industry, location, and contact information.

Company nameIndustryCountryCity

Real Estate Listings Dataset

A recurring real estate listings feed used for pricing analysis and supply tracking.

Delivered

Use case

Property market analysis and portfolio research

Market

Bulgaria

Delivery

XLSX / CSV

We collect real estate listing data from property portals and normalize the information into a structured dataset for market analysis, comparison, and internal reporting.

Property titleLocationPriceSize

E-commerce Price Monitoring

A daily price monitoring pipeline for competitive pricing and availability alerts.

In Progress

Use case

Competitor monitoring and repricing decisions

Market

Bulgaria

Delivery

CSV / Dashboard report

This project tracks competitor prices and product availability across selected e-commerce websites. The data helps identify pricing changes and product trends over time.

Product namePriceAvailabilitySeller

Hotel Listings Bulgaria

A travel dataset used to compare hotel supply, pricing bands, and amenities.

Dataset Ready

Use case

Travel market intelligence and directory enrichment

Market

Bulgaria

Delivery

CSV / XLSX / JSON

We collect hotel listings and related information from travel directories and listing platforms. The dataset is prepared for market comparison and business research.

Hotel nameCityRatingPrice range

Startup Database Europe

A structured startup database for prospecting, partnership research, and ecosystem analysis.

In Progress

Use case

Lead generation and ecosystem research

Market

Europe

Delivery

CSV / JSON

This project builds a database of startups across Europe including company profiles, sectors, websites, and business information for research and lead generation.

Startup nameSectorCountryWebsite