Reviewers mostly see ScrapIn as a simple, effective LinkedIn scraping API that is quick to integrate and good at returning profile data such as job history, education, skills, previous companies, and JSON output for CRM, analysis, or resume workflows. Several users call it reliable, fast, and easier to use than alternatives. The main complaints are narrower but notable: limited company-data features, occasional API errors, disputed credit deductions, and frustrating support or cancellation interactions. Pricing gets mixed feedback, with some finding it affordable and others wanting more flexible plans.