Bootstrapping ScrapingBee to $5M ARR and an eight-figure exit

Executive overview

Pierre de Wulf and his co-founder Kevin built ScrapingBee from scratch, mostly bootstrapped, to $5M ARR before selling for an eight-figure all-cash exit to Oxylabs. Early growth was painfully slow — 8k MRR after a full year — until a deliberate pivot to SEO-driven content turned the business around.

Founder-audience fit, not just product-market fit, was the foundation: knowing your customers deeply matters more than knowing how to build.

Why they sold

• After 5–6 years building ScrapingBee and 10–12 years in web scraping, founders were burning out
• The principle: don't wait for growth to slow before selling — sell from a position of strength
• Personal life changes (starting families, shifting priorities) aligned with the timing
• Bootstrapped companies fail when founders run out of motivation, not money

What changed from 8k MRR to $1M ARR in 15 months

• First attempt to leverage Kevin's web scraping audience was too small to move the needle
• The shift: went all-in on SEO after Kevin watched the Ahrefs "Blogging for Business" course (made free during COVID)
• Hired developers who wanted to write — not writers who needed to learn tech
• Added a dedicated editor to ensure quality and readability across all posts
• Published only 3–4 posts per month but targeted long-form, 20-minute-read pieces
• Became the second-largest web scraping blog on the internet within two years
• Ruben Gamez (fellow TinySeed founder) provided detailed, actionable SEO guidance

The role of TinySeed

• Had only ~15k in the bank when TinySeed investment arrived during COVID lockdown
• Money provided mental safety to spend and pay themselves — growth meant they never actually spent it
• Access to advisors across pricing, copywriting, and SEO was the biggest accelerator
• Estimate: TinySeed saved them two years of growth time — effectively doubled their speed

The sale process

• Worked with Discretion Capital as M&A advisor on both attempts to sell
• First attempt aborted after receiving a cease-and-desist from a major tech company
• Spent the following year standardising operations, documenting processes, and converting accounting to GAAP format
• Second attempt: three to four months from first pitch to signed LOI; three months of due diligence
• Received three offers — two strategic, one private equity
• Chose Oxylabs (industry leader) for their domain knowledge, legal familiarity with web scraping risks, and the full-cash structure

Due diligence and the emotional reality of selling

• Three months of DD dominated by French-to-GAAP accounting conversion
• Co-founder split: Kevin handled accounting calmly; Pierre managed product and stress
• Being prepared (documents ready, Rob Walling's exit book read in advance) materially reduced pain
• The acquirer was cooperative rather than adversarial — no pressure tactics or retrading attempts
• Biggest ongoing fear: a black swan event (market crash, new cease-and-desist) derailing the deal before close
• Closing day: anticlimactic — remote signing, hours of waiting, then relief and a 40-minute nap

Lessons on building the content engine

• Skyscraper technique: produce the best-possible educational content in the niche
• Hire for technical depth first, then layer in an editor for readability
• Duplicate winning content across languages and frameworks — once a format works, scale it
• SEO is a zero-sum game; diversify once competitors replicate your approach