Case studies
Real extraction projects — how the problem was scoped, what shipped, and where to explore samples in the Lab.
Market intelligence from 18 extension categories at scale.
A research team needed structured metadata — ratings, reviews, developer signals, and pricing — across the Chrome Web Store without manual copy-paste or brittle one-off scripts.
Directory pages turned into searchable professional records.
Professional directory listings buried contact details, titles, and LinkedIn references in inconsistent HTML. The client needed a clean, queryable dataset for outreach and market mapping.
Programmatic local business intelligence on demand.
Teams doing lead generation and market research needed reliable access to business listings, reviews, and coordinates — not one-off CSV dumps that go stale overnight.
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Scraping, APIs, automation, or AI-ready data pipelines.