Finding Lookalike Companies: Ocean.io Data Extraction Guide

Learn how to automatically extract similar company lists from Ocean.io using Python and BeautifulSoup - perfect for sales and competitor research

In this video walkthrough, we demonstrate how to build a simple but powerful system for finding lookalike companies using Ocean.io's search functionality and web scraping techniques.

You'll see how we've created a workflow that:

  • Takes any company URL as input and finds similar companies using Ocean.io's lookalike search
  • Uses Python and BeautifulSoup to extract structured data from HTML tables
  • Captures key company information including similarity scores, logos, names, URLs, and countries
  • Processes the first 25 highest-scoring lookalike companies for any given target

We show how this technique can be applied to various business scenarios, such as:

  • Expanding your target account list based on successful customers
  • Identifying new prospects similar to companies in your case studies
  • Mapping out your competitive landscape
  • Finding potential clients that match your ideal customer profile

Whether you're in sales looking to expand your prospecting list, or trying to understand your market landscape better, this walkthrough provides a practical approach to finding similar companies at scale.

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