What broke, what I built, what it cost.

I built a live freight-market board out of entirely free public data

A freight forwarder told me visitors read a services page and left. The fix was not a chatbot — it was giving them a reason to come back, assembled from data that costs nothing. Here is the problem, the answer, and how it was actually engineered.