Our competitors are winning deals but we do not know where their operations are bottlenecked. How can we use a simple 30-line scraper to look at their public job ads and forum posts to pinpoint their exact operational pain points?

Question

Tyler Smith · Accepted Answer

To win market share, you need to know exactly where your competitors are dropping the ball. You do not need an expensive market research firm or a massive database to find this out. Instead, build a simple 30-line web scraper using a tool like Playwright.

Set this scraper to target public sources of information, such as your competitors' current job postings, customer support forums, and online reviews. Companies practically publish their operational vulnerabilities in their job ads. For instance, if a competitor is desperately hiring for customer support coordinators and listing specific legacy software systems in their requirements, they are likely buried in manual back-office tasks.

Once the scraper extracts this raw text, use a simple machine learning model to categorize and analyze these public confessions of operational pain. Feed this structured data directly to your sales team so they can target that competitor's clients with highly specific, pain-relieving solutions.

This is not a complex technology project; it is a practical operations-improvement tactic that uses machine learning to generate highly actionable sales intelligence and drive your business growth.