This site started as a way to determine compatible parts for a bike project.
During the covid years, I got into buying bike parts off craigslist to build bikes. I would scoop up deals on nice vintage parts, but end up needing to find a missing piece to complete the build.
The site grew a complex data model to support all the details and relationships between bike parts.
Taxonomy is used heavily to tag all the micro categories and part variations.