diff --git a/cmd/postgres_exporter/postgres_exporter.go b/cmd/postgres_exporter/postgres_exporter.go
index 36c524c8e..cecf8f601 100644
--- a/cmd/postgres_exporter/postgres_exporter.go
+++ b/cmd/postgres_exporter/postgres_exporter.go
@@ -18,6 +18,8 @@ import (
 	"database/sql"
 	"errors"
 	"fmt"
+	"gopkg.in/alecthomas/kingpin.v2"
+	"gopkg.in/yaml.v2"
 	"io/ioutil"
 	"math"
 	"net/http"
@@ -40,8 +42,6 @@ import (
 	"github.com/prometheus/common/version"
 	"github.com/prometheus/exporter-toolkit/web"
 	webflag "github.com/prometheus/exporter-toolkit/web/kingpinflag"
-	"gopkg.in/alecthomas/kingpin.v2"
-	"gopkg.in/yaml.v2"
 )
 
 var (
@@ -491,6 +491,39 @@ var queryOverrides = map[string][]OverrideQuery{
 			`,
 		},
 	},
+	"pg_stat_statements": {
+		{
+			semver.MustParseRange(">=13.0.0"),
+			`
+				   SELECT t2.rolname,
+					  t3.datname,
+					  queryid,
+					  calls,
+					  total_exec_time / 1000   as total_time_seconds,
+					  min_exec_time / 1000     as min_time_seconds,
+					  max_exec_time / 1000     as max_time_seconds,
+					  mean_exec_time / 1000    as mean_time_seconds,
+					  stddev_exec_time / 1000  as stddev_time_seconds,
+					  rows,
+					  shared_blks_hit,
+					  shared_blks_read,
+					  shared_blks_dirtied,
+					  shared_blks_written,
+					  local_blks_hit,
+					  local_blks_read,
+					  local_blks_dirtied,
+					  local_blks_written,
+					  temp_blks_read,
+					  temp_blks_written,
+					  blk_read_time / 1000  as blk_read_time_seconds,
+					  blk_write_time / 1000 as blk_write_time_seconds
+				  FROM pg_stat_statements t1
+					 JOIN pg_roles t2 ON (t1.userid = t2.oid)
+					 JOIN pg_database t3 ON (t1.dbid = t3.oid)
+				  WHERE t2.rolname != 'rdsadmin'
+   `,
+		},
+	},
 }
 
 // Convert the query override file to the version-specific query override file