Publishing an open dataset on GitHub is easy. Getting developers to use it is a different problem. Here is what I learned shipping ReceiptEdit's 2026 US sales tax dataset as a free REST API.




1. No auth. No sign-up. Ever.


Every API-key ceremony is a step where trial users bounce. The dataset is public....