I built a tool to replace Fakespot. Here's what I learned about LLM verdicts vs scores.

When Fakespot shut down in July 2025 I started building reviewai.pro — paste Amazon URL, get a BUY/SKIP/CAUTION verdict in 10 seconds. The most interesting engineering problem wasn't the data pipeline