Best Web Scraping APIs for LinkedIn Sales Navigator

Get the data that you need. Lobstr, a web scraping tool, offers a ready-made solution that does not require any coding to collect data. Users can extract data from sources such as social media, search engines, and e-commerce websites. The software's key features include scheduled automation for scalability and multi-threading. It also allows users to collect data from behind login walls with just one click. The software exports scraped information to spreadsheets and external databases. Lobstr offers developer APIs for various programming languages.

Derrick is a B2B prospecting and data enrichment platform designed to help sales and marketing teams build contact lists, find decision-makers, and automate lead research. The software provides tools for discovering companies and individuals using natural language queries, LinkedIn, Sales Navigator, Google Maps, and company search filters. Its data enrichment capabilities retrieve professional email addresses, direct phone numbers, LinkedIn profiles, job titles, company attributes, and technology stack information. Multi-source lookup technology searches several data providers to identify matching contact information and verify email addresses before outreach. Derrick includes AI-powered data processing that allows users to score leads, summarize company information, analyze prospect records, and generate customized responses using supported language models. Buying signal monitoring tracks company funding announcements, employee job changes, hiring activity, and other developments that may indicate sales opportunities. The platform operates through a browser-based application, Google Sheets extension, REST API, and MCP integrations for conversational AI assistants such as Claude and ChatGPT. Users can export prospect lists or connect enrichment workflows with La Growth Machine, Lemlist, Zapier, Make, and n8n. Derrick uses a credit-based pricing model and supports workflows that combine lead discovery, contact enrichment, data verification, and sales campaign preparation.

Prospeo empowers professionals to discover high-quality leads more efficiently, regardless of their location, by offering features such as Sales Navigator export, a bulk email finder that allows users to upload lists of names and companies, an advanced email verification system that includes catch-all recovery, and LinkedIn URL enrichment. Our commitment to exceptional data quality distinguishes us from competitors, enabling users to export their Sales Navigator search results into a neat CSV file that contains exclusively verified professional emails, thereby enhancing their outreach initiatives significantly. With Prospeo, you can optimize your lead generation process and achieve better results in your marketing efforts.