diff --git a/README.md b/README.md
index 4d72382..8b984ac 100644
--- a/README.md
+++ b/README.md
@@ -348,6 +348,10 @@ data redistribution rights.
 
 ## Reproducible Examples
 
+The [OilPriceAPI Python tutorial](https://www.oilpriceapi.com/blog/python-oil-price-api-tutorial)
+walks through authentication, source timestamps, error recovery, and a daily
+refresh pattern.
+
 Website and documentation snippets are maintained in `examples/snippets/`.
 Every release attaches a versioned manifest containing the package version,
 minimum runtime, source commit, expected response shape, exact code, and SHA-256