diff --git a/README.md b/README.md
index 8150348..384ba6d 100644
--- a/README.md
+++ b/README.md
@@ -485,14 +485,16 @@ WITH relaxed_results AS MATERIALIZED (
 ) SELECT * FROM relaxed_results ORDER BY distance;
 ```
 
-For queries that filter by distance, use a materialized CTE and place the filter outside of it for best performance (due to the [current behavior](https://www.postgresql.org/message-id/flat/CAOdR5yGUoMQ6j7M5hNUXrySzaqZVGf_Ne%2B8fwZMRKTFxU1nbJg%40mail.gmail.com) of the Postgres executor)
+For queries that filter by distance, use a materialized CTE and place the distance filter outside of it for best performance (due to the [current behavior](https://www.postgresql.org/message-id/flat/CAOdR5yGUoMQ6j7M5hNUXrySzaqZVGf_Ne%2B8fwZMRKTFxU1nbJg%40mail.gmail.com) of the Postgres executor)
 
 ```sql
-WITH filtered_results AS MATERIALIZED (
-    SELECT id, embedding <-> '[1,2,3]' AS distance FROM items WHERE category_id = 123 ORDER BY distance LIMIT 5
-) SELECT * FROM filtered_results WHERE distance < 0.1 ORDER BY distance;
+WITH nearest_results AS MATERIALIZED (
+    SELECT id, embedding <-> '[1,2,3]' AS distance FROM items ORDER BY distance LIMIT 5
+) SELECT * FROM nearest_results WHERE distance < 5 ORDER BY distance;
 ```
 
+Note: Place any other filters inside the CTE
+
 ### Iterative Scan Options
 
 Since scanning a large portion of an approximate index is expensive, there are options to control when a scan ends