Access maintained data
Explore existing vehicle, property, and news records with clear timestamps, fields, and limitations.
Explore data products →Data products · Scrapers · Managed services
Public web data, ready for your next decision.
Explore maintained news, property and vehicle data, run specialised web scrapers, or have The Scrape Lab build and manage a data workflow for your business.
Choose your route
Use existing data, run a scraper, or hand over the workflow.
You do not need to know scraping terminology to choose the right starting point.
Run it yourself
Find an Apify Actor, review its inputs and outputs, and operate it on your own Apify account.
Browse scrapers →Have it managed
Get help with configuration, collection, validation, scheduling, delivery, and ongoing maintenance.
Explore managed services →
Featured data products
See what the data represents before you enquire.
Each product states its source, observation date, useful fields, coverage, and limits.
Data Product
Vehicle Market Data
Current vehicle listings and historical observations from The Scrape Lab's maintained inventory.
Explore Vehicle Market Data →Data ProductProperty Listing Data
Sale and rental listings from the maintained Scrape Lab property inventory, with current and historical observations.
Explore Property Listing Data →Data ProductNews Archive & Intelligence
Search historical public news and retrieve sourced daily intelligence or clearly labelled AI-assisted briefs.
Explore News Archive & Intelligence →
Representative output
A small public vehicle-data preview.
This cached snapshot demonstrates the shape of delivered records without running a public database query.
Snapshot generated: 12 September 2026 · Public listing observations
How it works
From a data need to a useful delivery.
Choose an existing product or send a public source. The workflow is scoped around the result you need.
1
Define the data
Choose a product or share a public source and desired outcome.
2
Collect and validate
Records are structured and checked against the agreed fields.
3
Deliver
Receive a dataset, scheduled workflow, API, database feed, or agreed output.
Managed services
Recurring public data without operating the scraper yourself.
The Scrape Lab can configure the workflow, validate output, schedule runs, monitor failures, and deliver results.
One-time dataset
Collect a defined dataset once
Scope a source, fields, approximate volume, validation, and delivery format.
Explore one-time data →Managed monitoringReceive recurring observations
Schedule collection, track source changes, and deliver cleaned records or alerts.
Explore monitoring →Custom scraperBuild for a specific source
Define deployment, handover, integration, maintenance, and platform costs during scoping.
Explore custom work →
Data quality
Useful records keep their context.
The maintained products retain the details needed to interpret an observation.
Source traceability
Source URLs stay with records where available.
Observation time
Timestamps distinguish a listing observation from a transaction.
Schema checks
Fields, duplicates, and unexpected source changes are reviewed as part of managed work.
Clear limitations
Coverage and source-specific gaps are described before delivery.
FAQ
Questions before you start.
No. You can request a dataset or managed workflow. Experienced Apify users can also run the self-service Actors directly.
Yes, where the public source and requested use are suitable. Managed work can include configuration, validation, scheduling, delivery, monitoring, and maintenance.
Yes. Frequency, expected volume, source reliability, delivery, and maintenance are agreed during scoping.
No. Records reflect permitted public information observed on third-party sources. Coverage, availability, and fields can change.
Managed work is quoted according to sources, volume, frequency, complexity, and delivery requirements. Apify platform usage is separate when applicable.