diff --git a/docs/getting-data/data-mirrors/bigquery.mdx b/docs/getting-data/data-mirrors/bigquery.mdx
index cce1341d9..b6ed70377 100644
--- a/docs/getting-data/data-mirrors/bigquery.mdx
+++ b/docs/getting-data/data-mirrors/bigquery.mdx
@@ -57,7 +57,7 @@ To get started using Overture data in BigQuery, you must create or select a Goog
     -- Identify places within the "Restaurant" category
     SELECT id, phones.list[0].element AS phone, names.primary AS name
     FROM `bigquery-public-data.overture_maps.place`
-    WHERE categories.primary = "restaurant"
+    WHERE taxonomy.primary = "restaurant"
     LIMIT 100;
     ```
 
diff --git a/docs/getting-data/data-mirrors/snowflake.mdx b/docs/getting-data/data-mirrors/snowflake.mdx
index 0ae61083e..4a9135d02 100644
--- a/docs/getting-data/data-mirrors/snowflake.mdx
+++ b/docs/getting-data/data-mirrors/snowflake.mdx
@@ -40,7 +40,7 @@ Overture data is accessible through the [Snowflake Data Marketplace](https://app
     -- Identify places within the "Restaurant" category
     SELECT id, phones['list'][0]['element'] AS phone, names['primary'] AS name
     FROM CARTO.PLACE
-    WHERE categories['primary'] = 'restaurant'
+    WHERE taxonomy['primary'] = 'restaurant'
     LIMIT 100;
     ```
 
diff --git a/src/queries/Snowflake/snowflake_places.sql b/src/queries/Snowflake/snowflake_places.sql
index 47d7aebca..6efd7fa4b 100644
--- a/src/queries/Snowflake/snowflake_places.sql
+++ b/src/queries/Snowflake/snowflake_places.sql
@@ -4,5 +4,5 @@ Retrieves the geographic IDs (geoid), phone numbers (phones), and primary names
 */
 SELECT id, phones['list'][0]['element'] AS phone, names['primary'] AS name
 FROM CARTO.PLACE
-WHERE categories['primary'] = 'restaurant'
+WHERE taxonomy['primary'] = 'restaurant'
 LIMIT 100;
diff --git a/src/queries/athena/seattle_places.sql b/src/queries/athena/seattle_places.sql
index b1b40302d..32fd825f8 100644
--- a/src/queries/athena/seattle_places.sql
+++ b/src/queries/athena/seattle_places.sql
@@ -2,7 +2,7 @@ SELECT
     id,
     names,
     addresses,
-    categories,
+    taxonomy,
     confidence,
     sources,
     ST_GEOMFROMBINARY(geometry) AS geometry
diff --git a/src/queries/duckdb/new_york_pizza.sql b/src/queries/duckdb/new_york_pizza.sql
index 0bc4c0102..ea575384c 100644
--- a/src/queries/duckdb/new_york_pizza.sql
+++ b/src/queries/duckdb/new_york_pizza.sql
@@ -12,7 +12,7 @@ COPY(                                       -- COPY <query> TO <output> saves th
   FROM
     read_parquet('s3://overturemaps-us-west-2/release/__OVERTURE_RELEASE/theme=places/type=place/*', filename=true, hive_partitioning=1)
   WHERE
-    categories.primary = 'pizza_restaurant'
+    taxonomy.primary = 'pizza_restaurant'
     AND bbox.xmin BETWEEN -75 AND -73       -- Only use the bbox min values
     AND bbox.ymin BETWEEN 40 AND 41         -- because they are point geometries.
 ) TO 'nyc_pizza.geojson' WITH (FORMAT GDAL, DRIVER 'GeoJSON');
diff --git a/src/queries/duckdb/places_wawa.sql b/src/queries/duckdb/places_wawa.sql
index e2b4b58dc..f745b3166 100644
--- a/src/queries/duckdb/places_wawa.sql
+++ b/src/queries/duckdb/places_wawa.sql
@@ -7,7 +7,7 @@ COPY(
   SELECT
     id,
     names.primary as name,
-    categories.primary as category,
+    taxonomy.primary as category,
     addresses[1].freeform as address,
     geometry
   FROM read_parquet(
diff --git a/src/queries/duckdb/seattle_places_for_map.sql b/src/queries/duckdb/seattle_places_for_map.sql
index 8c236f4e9..41f000bdf 100644
--- a/src/queries/duckdb/seattle_places_for_map.sql
+++ b/src/queries/duckdb/seattle_places_for_map.sql
@@ -5,7 +5,7 @@ SET s3_region='us-west-2';
 COPY (
     SELECT
         names.primary AS name,
-        categories.primary as category,
+        taxonomy.primary as category,
         ROUND(confidence,2) as confidence,
         geometry -- DuckDB v.1.1.0 will autoload this as a `geometry` type
 FROM read_parquet('s3://overturemaps-us-west-2/release/__OVERTURE_RELEASE/theme=places/*/*')
diff --git a/src/queries/synapse/seattle_places.sql b/src/queries/synapse/seattle_places.sql
index b47b2500b..4b48ca09d 100644
--- a/src/queries/synapse/seattle_places.sql
+++ b/src/queries/synapse/seattle_places.sql
@@ -7,7 +7,7 @@ FROM
 WITH
     (
         names VARCHAR(MAX),
-        categories VARCHAR(MAX),
+        taxonomy VARCHAR(MAX),
         websites VARCHAR(MAX),
         phones VARCHAR(MAX),
         bbox VARCHAR(200),