We want to find out what our competitors' clients and former employees are complaining about so we can target their operational weaknesses in our next sales push. How do we use a basic scraper and AI to gather these insights?

Question

Tyler Smith · Accepted Answer

To win market share, you need to understand exactly where your competitors are failing to deliver. You do not need to hire expensive market research consultants to find this information. Instead, you can use a simple technology workflow to extract public confessions of operational pain directly from the web.

Have a developer write a basic thirty-line scraper using a library like Playwright. Program this tool to search public forums, review sites, and industry job boards for mentions of your competitors. The scraper can easily compile thousands of raw reviews, forum complaints, and employee reviews into a single unstructured document.

Once you have collected this raw text, feed it into an AI tool and instruct it to categorize the operational failures. Have the AI identify patterns related to pricing errors, slow shipping times, poor communication, or key-person dependencies within your competitors' teams.

The AI will output a clean, organized report highlighting the exact friction points your competitors' clients are struggling with. Your sales team can use these insights to refine their messaging, directly addressing how your system-dependent operations prevent those exact headaches. You can also use this data during your quarterly planning sessions to set operational Rocks that ensure your business outperforms the competition on those specific pain points.