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· 14 min read
Oleg Kulyk

Scraping for Product-Led Growth: Instrumenting Competitor Onboarding Flows

Product-led growth (PLG) relies on the product experience itself – especially activation and early onboarding – to drive acquisition, conversion, and expansion. In competitive SaaS markets, small differences in onboarding friction, value discovery, and in‑product prompts can translate into meaningful differences in conversion and net revenue retention. Systematically instrumenting and analyzing competitors’ onboarding flows provides concrete, empirical input for improving your own PLG engine.