How I Built a Polymarket Trading Bot: Strategy, Backtesting & 86% ROI Results

I Built a Polymarket Trading Bot: A Complete Record of Strategy, Parameter Optimization, and Real Backtesting A few weeks ago, I had an idea: to build my own automated trading bot for Polymarket. What drove me to spend several weeks in full development was a simple observation—there are numerous market inefficiencies on this platform waiting to be captured. While it’s true some bots are already exploiting these opportunities, they are far from sufficient. The untapped potential profit space still vastly outnumbers the active bots. Today, my bot is complete and operational. It’s fully automated; I simply start it and let …