diff --git a/.DS_Store b/.DS_Store
index 239ae5a..66b38d8 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/README.md b/README.md
index 7527bcc..ea5645a 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,11 @@
 # Overture Places
 A lightweight frontend app using transformers.js showcasing the use of semantic similarity for geospatial applications such as geosocial media. Building on Overturempas Places, dynamically loading data from a singe 8Gb flatgeobuf file.
 
+## Search the whole world with natural language!
+
+![](new_york_tasty_food.png)
+
 Data on Huggingface: https://huggingface.co/datasets/do-me/overture-places
 
-For running locally, simply download the two files from HF and edit main.js where the files are loaded.
+For running locally, simply download the two files from HF and edit main.js where the files are loaded. More detailed instructions coming soon. 
+The frontend code is messy and needs to be cleaned up. Probably won't find the time so feel free to submit a PR.
diff --git a/new_york_tasty_food.png b/new_york_tasty_food.png
new file mode 100644
index 0000000..47b0481
Binary files /dev/null and b/new_york_tasty_food.png differ