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Case studies

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Real extraction projects — how the problem was scoped, what shipped, and where to explore samples in the Lab.

Datasetchrome-extensions

Chrome Web Store Extensions

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.

PythonPlaywrightPostgreSQL
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Datasetdeloitte-profiles

Professional Profiles Extraction

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.

PythonBeautifulSoupPostgreSQL
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APIgoogle-maps-api

Google Maps Business API

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.

FastAPIPythonRedis
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