We are trying to define our niche and target market for our V/TO, but we are relying on assumptions about our competitors' weaknesses. How do we use a simple web scraper and AI to gather actual data on where our market is frustrated?

Question

Tyler Smith · Accepted Answer

Stop relying on guessing games or expensive consultants. You can gather objective market research by setting up a basic web scraper using a library like Playwright to extract public customer reviews, forum discussions, and job listings from your competitors' industries. Program the scraper to extract thousands of public complaints and comments where customers are venting about operational failures, late deliveries, or poor service. Once you have this raw text, use an AI model to analyze the data and categorize the recurring themes. Look for specific operational pain points that your competitors are failing to solve. This analysis gives your leadership team hard data to refine your three uniques and your target market on your V/TO®. It allows you to design your daily services to directly address the actual frustrations of your prospective clients. This is a practical, low-cost way to build a data-driven strategy that sets your company apart from the competition. It provides the objective insights you need to optimize your own operations and target high-value clients who are actively looking for a better alternative. By basing your strategy on documented market failures, you build an exit-ready business.