Web scraping and data extraction services for US teams - custom web scraping, managed data pipelines, API data delivery and AI-ready datasets, built and run by our own engineers. Tell us the public sources and fields you need, and we return clean, structured, ready-to-use data as files, an API or a real-time feed.
The capabilities behind every project - the building blocks you can start from, whatever the data.
Scraping pipelines built around your exact sources, fields and output schema.
View service →Accurate extraction from any public US source - structured, cleaned and validated.
View service →Ongoing managed data feeds, refreshed on the schedule your decisions need.
View service →Large-scale crawling across thousands of pages, reliably and at scale.
View service →Your data via REST API, integrated straight into your systems and models.
View service →Raw web data deduplicated, normalized, validated and enriched for analysis.
View service →End-to-end pipelines we design, run and maintain - you receive finished data.
View service →High-frequency, near real-time feeds with delta change detection.
View service →Horizontal, high-demand services that sit alongside the core capabilities - built for modern AI, search and developer teams.
Custom corpora for LLM pretraining, fine-tuning and evaluation - clean, structured and with full provenance metadata.
Continuously refreshed web data for RAG pipelines and AI agents - fresh, structured and ready to retrieve in real time.
Structured Google, Bing and marketplace search results at scale - rankings, ads, local packs and knowledge panels.
A managed scraping API for developer teams who want structured data on demand without running their own infrastructure.
No matter which service you need, the route from requirements to a production pipeline is the same.
A short call to confirm target sources, fields, refresh frequency and output schema. We flag anti-bot risk upfront.
We deliver a real sample dataset within 3-7 days so your team can validate coverage, accuracy and fit before committing.
We deploy scheduled jobs with monitoring, retries and reporting - backed by an uptime and freshness SLA.
Every service ships in production-ready formats with consistent, versioned schemas.
CSV, JSON, JSONL and Parquet - clean, validated and deduplicated.
REST API endpoints for on-demand pulls and direct integration.
Delivery to S3, GCS, Azure, Google Drive or your SFTP server.
One-time, daily or hourly cycles with delta change detection.
Pick the vertical that matches your data need, or start from the core capability (custom scraping, API delivery, managed pipelines). Tell us your goal and target URLs and we will recommend the right service and scope a pilot. Many projects combine more than one.
The core services (custom scraping, data extraction, API delivery, managed pipelines, and so on) are HOW we build and deliver data. The vertical services (pricing, real estate, AI training data, and so on) are WHAT data we collect for a given use case. Most projects use one vertical delivered through one or more core capabilities.
Yes. These are our most-requested services, but we build custom pipelines for any publicly available US source. Share the URLs and fields you need for a fast estimate.
Pilot datasets typically take 3-7 days depending on source complexity. Production pipelines usually follow within 1-2 weeks once the pilot is validated.
We focus on publicly available, non-personal data and align delivery with agreed use cases and access controls. This is general information, not legal advice - clients are responsible for ensuring their use complies with applicable laws and terms.
Share the URLs and fields you need. We'll respond with a sample schema, a fast estimate, and a pilot timeline.