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Tutorials, scraping guides, and behind-the-scenes notes from building 44 production scrapers.

April 17, 2026

Crunchbase Data Without the Enterprise API (2026)

Crunchbase killed its free API tier. Where startup funding data, company profiles and investor info still live on the public site - and what collecting it actually costs.

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May 2, 2026

How to Scrape Capterra Software Listings in 2026

What it takes to extract Capterra software listings at scale in 2026 - product name, review count, description, category, listing URL - and why Cloudflare and shifting URL patterns make it hard.

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May 2, 2026

How to Extract USPTO Patent Data at Scale (Patents API Guide)

Bulk USPTO patent data for IP research, prior-art search and competitive intelligence: why the public endpoints are awkward, and what a clean record - title, inventors, assignee, claim count, abstract - should contain.

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April 27, 2026

Scraping Wellfound Startup Jobs & Equity Data in 2026

What it takes to collect Wellfound startup job listings, equity ranges and funding-stage data at scale in 2026 - the login wall, the filter logic, and which fields are worth storing.

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