Scraper API
Dan Ni's journey to founding Scraper API began on Wall Street, but his real awakening came when he transitioned to freelance web development. He kept hitting the same frustrating walls: setting up proxy servers, redistributing IP addresses, managing CAPTCHAs and bot detection. These weren't minor inconveniences—they were productivity killers that consumed hours of development time. Instead of accepting this friction, Dan built an API that let developers write web scrapers with practically no setup, transforming days of work into a simple function call.
Dan and his early team took a grassroots, developer-first approach. They reached out to developer blogs offering tutorials and partnerships. They sponsored YouTube channels and developer blogs to get the word out. They launched an affiliate program to incentivize others to recommend the tool. The strategy wasn't flashy, but it worked: blog posts explaining which companies use web scrapers and top-10 lists about different web scraping techniques started generating consistent organic traffic. The early traction signal told them they'd found something developers actually needed.
In August 2020, SaaS.Group—a portfolio company managing multiple SaaS businesses—acquired Scraper API, bringing in Zoltán Bettenbuk as CTO. The acquisition validated what the early data showed: Scraper API had built a valuable, scalable business. By April 2021, the platform was generating $400k/month and the team was planning to hire more engineers. The long-term vision shifted from surviving as a scrappy startup to becoming an enterprise-grade solution, with renewed focus on SEO-driven growth, privacy-enabled data retrieval, and building autonomous systems to stay ahead of evolving anti-scraping technologies.
- •The founder solved a genuine pain point he experienced personally as a developer, ensuring the product addressed real market friction rather than perceived demand.
- •Scraper API succeeded by adopting a developer-first marketing approach (blog sponsorships, tutorials, affiliate programs) that built credibility within its target audience rather than relying on broad paid ads.
- •The acquisition by SaaS.Group provided strategic resources and operational expertise to professionalize the business, clean up technical debt, and invest in SEO and marketing infrastructure that the bootstrapped founder couldn't afford alone.
- •The 'low-touch SaaS' model—where customers self-serve with educational resources instead of requiring sustained one-on-one sales—allowed the product to scale efficiently without proportional sales overhead.
- 1.Identify a recurring pain point in your own work or the work of similar professionals, then build a minimal solution that directly addresses it rather than chasing broader market trends.
- 2.Reach out directly to community-driven channels (developer blogs, YouTube creators, niche communities) and offer value through tutorials and sponsorships rather than paid ads to establish credibility and word-of-mouth growth.
- 3.Structure your business as self-serve SaaS from the start with good documentation and educational resources so it can scale without hiring proportionally larger sales teams.
- 4.If bootstrapped or early-stage, focus on organic channels like SEO and content marketing (blog posts, guides, top-10 lists) that compound over time, then invest in professionalization (website improvements, SEO tools like CanIRank) once you have product-market fit evidence.
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