diff --git a/_toc.yml b/_toc.yml
index 9a55b3b..9d4f64e 100644
--- a/_toc.yml
+++ b/_toc.yml
@@ -4,6 +4,7 @@
 format: jb-book
 root: docs/intro
 chapters:
-- file: notebooks/1_crawl_reviews
+- file: notebooks/1_collect_reviews
 - file: notebooks/2_inference
 - file: notebooks/3_evaluation
+- file: docs/conclusion
diff --git a/docs/intro.md b/docs/intro.md
index 33e1acf..1e5919d 100644
--- a/docs/intro.md
+++ b/docs/intro.md
@@ -7,8 +7,12 @@ It does not go in-depth into any particular topic - check out [the Jupyter Book
 
 Check out the content pages bundled with this sample book to see more.
 
+## Table of Contents
+
 ```{tableofcontents}
 ```
 
+## Bibliography
+
 ```{bibliography}
 ```