diff --git a/docs/src/image/README.md b/docs/src/image/README.md
index 72cca53..46d1cd2 100644
--- a/docs/src/image/README.md
+++ b/docs/src/image/README.md
@@ -1 +1,4 @@
 The image was created by DALL·E via ChatGPT when asking it multiple times to generate a wide image for the algorithm at https://github.com/rikhuijzer/SIRUS.jl/ and then asking for an image a bit in the style of a light mathematical drawing.
+
+The font for Random Forest and Rule Set is Amita.
+The font for the rules is Noto Serif (if I remember correctly).
diff --git a/docs/src/image/sirus-with-text.webp b/docs/src/image/sirus-with-text.webp
index ed586f2..4e69099 100644
Binary files a/docs/src/image/sirus-with-text.webp and b/docs/src/image/sirus-with-text.webp differ
diff --git a/docs/src/index.md b/docs/src/index.md
index 45eb2d3..94f9ca1 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -1,4 +1,4 @@
-# SIRUS
+# SIRUS.jl
 
 ![
 Pretty visual representation of the algorithm via an image that was generated via DALL·E