Case Studies

Projects written up the way we scoped them: which sites, which fields, how often, and how much data came out the other end.

Every project here ran on the same managed model. The client described what they needed; we built the crawlers, hosted them, watched them when the target site changed, and delivered the data on a schedule in CSV, Excel, JSON, JSONLines or XML - over FTP, SFTP, Amazon S3, Google Cloud Storage, Dropbox, Google Drive or plain email. Nobody on the client side configured a server or learned a dashboard.

The projects span six areas. Real estate: Zillow across the whole US, including about 270,000 agent profiles, 99acres in 11 Indian cities, 315,000 project pages from Housing.com, apartments.com unit by unit, Funda, Homegate, Immobilienscout24, imobiliare.ro, realtor.ca, PropertyGuru, Zolo and Pararius, plus agent lists from MLS portals. E-commerce and retail: Amazon, Walmart and CVS, bol.com, eMAG and Skroutz, Gigantti and Elgiganten, Leroy Merlin and Castorama, AliExpress, Alibaba and Made-in-China, Allegro, Trendyol with stock by size, Takealot, iHerb, BestSecret and beauty stores in 15+ countries. Investment research: distributor prices at SiteOne, Ferguson and White Cap, and listing-package data from Hemnet. Travel: Booking.com end-to-end, hotel rates with a screenshot behind every price, and Opodo flight pricing with full filter logic. Automotive: mobile.de, Sahibinden, used auto parts on rrr.lt, car.gr and autoscout24.com with complete technical specifications, and RV listings from RVUSA and RVing Planet. Local business data: companies from Google Maps across 1,000 US cities and listings for directory websites.

The volumes are the useful part. They run from 60,000 rows of closed deals collected in two days, through 226,000 listings and 3.4 million images from a single German portal and about a million mobile.de listings every month, up to 16 million used auto parts rows in a single monthly run. Setup on the fastest project took two working days; the Swiss lead-generation feed was live in seven.

If your target site is not on this page, it is still very likely one we handle. Tell us the site and the fields you need and we will come back within one business day.

Employer Data: 988,996 Unique Records from a Captcha-Gated Search

Employer Data: 988,996 Unique Records from a Captcha-Gated Search

A one-time copy of a public employer directory for a US property-technology startup: 988,996 unique employers, collected through a captcha-gated search form.

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eBay Data: 1.9M Auto Parts Listings from eBay.de, Specs Translated

eBay Data: 1.9M Auto Parts Listings from eBay.de, Specs Translated

About 1.9 million auto parts listings from eBay.de with brand, OEM, EAN and fitment, plus titles and specs machine-translated for the client's team.

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Apartments.com Data: Unit Prices for 3,000 Buildings Every Day

Apartments.com Data: Unit Prices for 3,000 Buildings Every Day

A daily apartments.com feed for a US apartment locator: about 3,000 buildings from the client's own list, down to each unit's rent and floor plan.

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Housing.com Data: 315K Project Pages with Photos and Floor Plans

Housing.com Data: 315K Project Pages with Photos and Floor Plans

A one-time Housing.com collection for a real-estate company in India: project cards plus every photo and floor plan, uploaded straight to its cloud drive.

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Booking.com Data: 12 Cities, 6 Airports, a Screenshot for Every Price

Booking.com Data: 12 Cities, 6 Airports, a Screenshot for Every Price

Since 2022, weekly car rental and, from 2025, hotel prices from Booking.com for a tourism organization comparing its destination with rivals.

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Takealot Data: 1,951 Top-Rated Products for a New Seller's Niche Research

Takealot Data: 1,951 Top-Rated Products for a New Seller's Niche Research

A one-off Takealot product list for an entrepreneur choosing niches: only products rated 4 stars or higher with at least 50 reviews.

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Sahibinden Data: 201K Car and SUV Listings Delivered Through Our API

Sahibinden Data: 201K Car and SUV Listings Delivered Through Our API

A one-time 30-day history of Sahibinden car and SUV listings for a startup building an AI deal finder, delivered as JSON through our API.

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Trendyol Data: 66,600 of 66,775 Products in a Category, Stock by Size

Trendyol Data: 66,600 of 66,775 Products in a Category, Stock by Size

Trendyol product data for an e-commerce startup reselling Turkish fashion: 27 categories in JSON on FTP, with in-stock status for every size.

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Zillow Agent Data: About 270K Agent Profiles from 25 US Metro Areas

Zillow Agent Data: About 270K Agent Profiles from 25 US Metro Areas

About 270,000 Zillow agent profiles from 25 US metro areas, collected past the directory's 25-page cap for a lead-generation team.

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Directory Site Data: 2,349 Booking.com Stays and 6.9K Google Maps Places

Directory Site Data: 2,349 Booking.com Stays and 6.9K Google Maps Places

Four datasets for a studio that builds directory websites: Hawaii stays from Booking.com, UK schools and tattoo studios from Google Maps, GetInked profiles.

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Google Maps Data: Local Businesses from 1,000 US Cities Every Weekday

Google Maps Data: Local Businesses from 1,000 US Cities Every Weekday

A weekday feed of local businesses from Google Maps for a local-marketing company: 1,000 US cities, three keywords a day, files by 10:00 UTC.

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RVUSA Data for 2 Model Years Plus RV Model Tags Rebuilt from Filters

RVUSA Data for 2 Model Years Plus RV Model Tags Rebuilt from Filters

RVUSA catalogs by model year and a full feature-tag list per RV model on RVing Planet, rebuilt by running every filter, for a returning client.

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Beauty Price Monitoring on Notino and Douglas in 15+ Countries, in English

Beauty Price Monitoring on Notino and Douglas in 15+ Countries, in English

A cosmetics company got monthly prices and promotions from 40+ beauty stores in 15+ countries, translated to English and fed into its existing import.

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Marketplace Monitoring on Amazon, Lazada, Coupang: 30 Sites in 8 Weeks

Marketplace Monitoring on Amazon, Lazada, Coupang: 30 Sites in 8 Weeks

A consultancy working for a fragrance brand owner got sellers, official-store flags and USD prices for 25 fragrances on about 30 marketplaces in 12 countries.

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Amazon Data: 140K Lighting Products Collected Past the 400-Page Limit

Amazon Data: 140K Lighting Products Collected Past the 400-Page Limit

Three Amazon US lighting categories collected in full for a lighting manufacturer, with description text and images from brand content blocks.

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Gigantti Data: Two Full Electronics Catalogs, 225K+ Products a Day

Gigantti Data: Two Full Electronics Catalogs, 225K+ Products a Day

Full electronics catalogs of Gigantti (FI) and Elgiganten (SE), collected daily for a price-comparison startup and delivered as JSONL to its S3.

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Leroy Merlin Data: 2M+ Products from Italy and Poland in 2.5 Weeks

Leroy Merlin Data: 2M+ Products from Italy and Poland in 2.5 Weeks

Three full DIY catalogs, Leroy Merlin Italy, Leroy Merlin Poland and Castorama Poland, collected once for a strategy consulting firm: over 2M products.

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Homegate Data: A Daily Snapshot of Two Cantons with 46K Photos

Homegate Data: A Daily Snapshot of Two Cantons with 46K Photos

Every day, a full snapshot of all active Homegate listings in one Swiss region, with photos and PDFs, for a company's own listing-history database.

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imobiliare.ro Data and imoradar24: 420K Listings Archived with 2.2M Photos

imobiliare.ro Data and imoradar24: 420K Listings Archived with 2.2M Photos

A real-estate analytics company got two portals archived listing by listing: the saved page, a JSON file and every photo, 420K+ listings in all.

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Agent Data from MLS Portals: 50K+ Agent Rosters and Two Referred Clients

Agent Data from MLS Portals: 50K+ Agent Rosters and Two Referred Clients

US real-estate investors get agent lists for their markets from MLS portals under their own 2FA logins, plus realtor.com and Zillow directories.

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Realtor.ca Data for All of Alberta: 13,532 Listings with Agents Monthly

Realtor.ca Data for All of Alberta: 13,532 Listings with Agents Monthly

A Canadian real-estate business got a monthly snapshot of every Alberta home for sale on realtor.ca, with the listing agent and brokerage for each.

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Hemnet Data for an Investor: Ad Package Mix of New Listings, Twice a Month

Hemnet Data for an Investor: Ad Package Mix of New Listings, Twice a Month

An investment firm tracked the Hemnet portal itself: new listings by region and municipality, each with its Bas, Plus or Premium package and price.

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mobile.de Data for Residual Value Models: 1M Car Listings a Month

mobile.de Data for Residual Value Models: 1M Car Listings a Month

A monthly snapshot of mobile.de for an automotive data company: cars and vans up to 12 years old, delivered in the client's own CSV template.

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Zillow Data Across the US: 3M Listings, Updated Three Times a Week

Zillow Data Across the US: 3M Listings, Updated Three Times a Week

A US buyer of alternative real-estate data gets every Zillow sale and rental listing in the country, with a diff three times a week, since May 2024.

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99acres Data: 280K Ready-to-Move Listings in 11 Indian Cities, Weekly

99acres Data: 280K Ready-to-Move Listings in 11 Indian Cities, Weekly

An Indian proptech company gets every ready-to-move apartment for sale and rent on 99acres in 11 cities, with a weekly diff, since November 2025.

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16M Rows of Used Auto Parts Data from rrr.lt, Matched by OE Number

16M Rows of Used Auto Parts Data from rrr.lt, Matched by OE Number

Weekly and monthly prices of used parts by OE number from rrr.lt and a Scandinavian marketplace, for a car dismantling business.

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Amazon, Walmart and CVS Price Monitoring for 3,800 SKUs, Matched Weekly

Amazon, Walmart and CVS Price Monitoring for 3,800 SKUs, Matched Weekly

A US health and personal care retailer gets weekly prices for its 3,800 SKUs on Amazon, Walmart and CVS, matched to the exact product and pack size.

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Distributor Prices for 2,000 SKUs at SiteOne, Ferguson and White Cap

Distributor Prices for 2,000 SKUs at SiteOne, Ferguson and White Cap

A US investment fund gets monthly prices for about 2,000 SKUs at SiteOne, Ferguson and White Cap branches in eight regions, as a new column in its tracker.

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Funda Data: Two Years of Monthly Home Sales by Franchise Territory

Funda Data: Two Years of Monthly Home Sales by Franchise Territory

Every month a marketing agency gets the homes sold on Funda in the previous month, split by the postcodes of each franchise branch.

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Daily Brand Protection on AliExpress, Alibaba and Made-in-China for 4 Years

Daily Brand Protection on AliExpress, Alibaba and Made-in-China for 4 Years

A brand-protection platform gets daily search results for its clients' brand keywords from AliExpress, Alibaba and Made-in-China, one file per watch.

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eMAG and Skroutz Buy Box Data: 10.8M Rows a Month for a Seller

eMAG and Skroutz Buy Box Data: 10.8M Rows a Month for a Seller

An electronics seller on more than ten marketplaces got the buy box holder and the cheapest competitor for its own products on eMAG, Skroutz and Pigu.

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bol.com Data: Top 150 Bestsellers in Each of 1,076 Subcategories

bol.com Data: Top 150 Bestsellers in Each of 1,076 Subcategories

The top 150 products by popularity in each of 1,076 bol.com subcategories: about 121K products for the Netherlands, then Belgium, now monthly.

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Massachusetts Zillow: For-Sale & Rentals Data Scraped - Refreshed Daily

Massachusetts Zillow: For-Sale & Rentals Data Scraped - Refreshed Daily

Daily monitoring of real estate for sale and rent in Massachusetts on Zillow.com with full unit-level listing data.

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Ralph Lauren Monitoring on Amazon, 8 Markets Scanned Into One Clean Dataset

Ralph Lauren Monitoring on Amazon, 8 Markets Scanned Into One Clean Dataset

Regular monitoring of Ralph Lauren clothing, footwear, and accessories sold across Amazon subdomains: AE, DE, ES, FR, IT, NL, PL, UK.

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The Lowest Allegro Prices from 150K Eans Collected

The Lowest Allegro Prices from 150K Eans Collected

Daily scraping of lowest prices for 150K products on Allegro.pl to support marketplace pricing and margin optimization.

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Booking.com, End-to-End: Hotels, Flights, Cars, Attractions Scraped Daily

Booking.com, End-to-End: Hotels, Flights, Cars, Attractions Scraped Daily

Daily scraping of Booking.com services - hotels, flights, car rentals, and attractions - with best-price selection across global destinations.

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Flight Pricing at Scale: Opodo Scraped with Full Filter Logic

Flight Pricing at Scale: Opodo Scraped with Full Filter Logic

Automated scraping of filtered flight ticket data from Opodo.com, including complex on-page interactions for airline and pricing selection.

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We Scraped 60K Rows of Closed Deals on Zolo in Just 2 Days

We Scraped 60K Rows of Closed Deals on Zolo in Just 2 Days

Almost 22 months of daily Zolo.ca data on recently sold Ontario homes, with full listing details and the listing brokerage.

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Malaysia Real Estate Market Data Delivered on Schedule

Malaysia Real Estate Market Data Delivered on Schedule

Weekly scraping of new and repriced real estate listings from PropertyGuru.com.my with full property and agent details, for 19 months.

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The Entire Iherb Supplements Catalog, Captured End-to-End in 3 Days

The Entire Iherb Supplements Catalog, Captured End-to-End in 3 Days

Scraping supplement products from iHerb.com with full details, including descriptions and packaging variations.

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226K Listings + 3.4m Images from Immobilienscout24

226K Listings + 3.4m Images from Immobilienscout24

Scraping residential listings from Immobilienscout24.de in Germany and Mallorca, including complete data and resized images.

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Dealer-Ready Datasets with Every Parameter That Matters

Dealer-Ready Datasets with Every Parameter That Matters

Daily monitoring of car listings on car.gr and autoscout24.com, collecting full technical specifications to support a European auto dealer.

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85K Rows of Houses/Day Into CRM via API - Set up in 7 Days

85K Rows of Houses/Day Into CRM via API - Set up in 7 Days

Daily detection of new private property listings in Switzerland on Homegate.ch and ImmoScout24.ch, giving the agency first access to high-value leads.

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230,000 Daily Rows Standardized Across 5 EU Property Sites

230,000 Daily Rows Standardized Across 5 EU Property Sites

Monitoring of real estate listings on funda.nl, pararius.com, rentberry.com, rentola.com, and zimmo.be to support the growth of a European property portal.

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Members-Only Inventory Unlocked - How We Scraped 200K Rows of Fashion Catalog/Day

Members-Only Inventory Unlocked - How We Scraped 200K Rows of Fashion Catalog/Day

Full daily data collection from BestSecret.com, an online fashion retailer specializing in premium and luxury products at discounted prices.

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Case studies by industry

Most of these projects sit under one of our service areas, where you will find the full list of platforms we cover and what we extract from each.

Not sure which applies? Send us the site and we will scope it.

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Scrapeit Sp. z o.o.
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