diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index ccf1cc0..8ba4011 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -31,6 +31,6 @@ docs_dir: 'build'
 nav:
   - Home: index.md
   - Vignettes: 
-    - Overview: assets/overview.md
-    - Entropize: assets/entropize.md
-    - Uniqueness.jl: assets/uniqueness.md
\ No newline at end of file
+    - Overview: vignettes/overview.md
+    - Entropize: vignettes/entropize.md
+    - Uniqueness.jl: vignettes/uniqueness.md
\ No newline at end of file
diff --git a/docs/src/index.md b/docs/src/index.md
index 8c73d72..b481d11 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -4,8 +4,8 @@ The purpose of this package is to provide a high-level, extensible, modular
 interface to the selection of sampling point for biodiversity processes in
 space. It is based around a collection of types representing point selection
 algorithms, used to select the most informative sampling points based on raster
-data. Specifically, the algorithms work from a layer indicating *entropy* at
-each location.
+data. Specifically, many algorithms work from a layer indicating *entropy* of a
+model based prediction at each location.
 
 !!! warning "This package is in development"
     The `BiodiversityObservationNetworks.jl` package is currently under development. The API is not expected to change a lot, but it may change in order to facilitate the integration of new features.