diff --git a/compete.png b/compete.png
new file mode 100644
index 0000000000000000000000000000000000000000..2af439fcc09571ab0e1761878af8939420c3da4e
Binary files /dev/null and b/compete.png differ
diff --git a/manuscript.md b/manuscript.md
index a40a7f74ad607a33a4ca483b33d8834b8e32b38e..90fd147ee9e2de4af873ba7757b0a5fb15d57dd0 100644
--- a/manuscript.md
+++ b/manuscript.md
@@ -79,6 +79,10 @@ docker run -v $HOME/data_words russelljarvis/science_accessibility_user "R Gerki
 ```
 ![Specific Author Relative to Distribution](for_joss_standard_dev.png)
 
+This tool also allows academic authors in the same field to compete with each other for the lowest average reading grade level. Public competitions and leader boards often incentivise good practices.
+See for example in the figure below, two authors who publish i9n computational neuroscience will usually have a different mean reading grade level:
+![Specific Author Relative to Distribution](compete.png)
+
 
 ## Future Work
 We have created a command line interface (CLI) for using this tool. However, we aim to expand this to a web application that is more user friendly to those less familiar with coding.