Most font tools answer one question. Font identifiers tell you what's on a page. Font generators show you what something looks like set in 12 faces. Font finders sort a database by a single attribute. None of them walk you from a brief to a confident decision, and none of them care that you're using the result across a marketing site, a product, and a deck that all need to look like the same brand.
What I wanted was a different shape entirely: type a brief, get a direction. That single shift — brief in, direction out — meant the tool had to think about pairings, alternatives, and brand consistency as part of the answer, not as separate features the user had to stitch together.