What this covers
This service is for teams that need structured external data as part of a product, a research function or an internal revenue workflow. The real work is rarely just scraping. It also includes source selection, throttling, enrichment, storage, exports and a repeatable operating model.
Example outcomes
- Local market datasets for city- or region-level business discovery
- Lead research flows for sales and outreach teams
- Creator, business or product enrichment pipelines with export-ready outputs
- Internal tools that turn raw scraped data into something a team can actually use
What I optimize for
The strongest systems have presets, clear job stages, visibility into failures and a strong distinction between raw inputs, enriched records and operator actions. That makes reruns, QA and scale safer.
Important note
I focus on data workflows that support legitimate research, operations and internal products. The scope should match the legal and reputational risk profile of the client.