diff --git a/lib/prisma.ts b/lib/prisma.ts
index 76c5a09b1d..5a21a6ec60 100644
--- a/lib/prisma.ts
+++ b/lib/prisma.ts
@@ -35,6 +35,30 @@ function getAddMinutesQuery(field: string, minutes: number): string {
   }
 }
 
+function getDayDiffQuery(field1: string, field2: string): string {
+  const db = getDatabaseType(process.env.DATABASE_URL);
+
+  if (db === POSTGRESQL) {
+    return `${field1}::date - ${field2}::date`;
+  }
+
+  if (db === MYSQL) {
+    return `DATEDIFF(${field1}, ${field2})`;
+  }
+}
+
+function getCastColumnQuery(field: string, type: string): string {
+  const db = getDatabaseType(process.env.DATABASE_URL);
+
+  if (db === POSTGRESQL) {
+    return `${field}::${type}`;
+  }
+
+  if (db === MYSQL) {
+    return `${field}`;
+  }
+}
+
 function getDateQuery(field: string, unit: string, timezone?: string): string {
   const db = getDatabaseType();
 
@@ -193,6 +217,8 @@ function getSearchMode(): { mode?: Prisma.QueryMode } {
 export default {
   ...prisma,
   getAddMinutesQuery,
+  getDayDiffQuery,
+  getCastColumnQuery,
   getDateQuery,
   getTimestampIntervalQuery,
   getFilterQuery,
diff --git a/queries/analytics/reports/getRetention.ts b/queries/analytics/reports/getRetention.ts
index ee7e4619b7..3abc0e7ae5 100644
--- a/queries/analytics/reports/getRetention.ts
+++ b/queries/analytics/reports/getRetention.ts
@@ -33,7 +33,7 @@ async function relationalQuery(
   }[]
 > {
   const { startDate, endDate } = dateRange;
-  const { getDateQuery, rawQuery } = prisma;
+  const { getDateQuery, getDayDiffQuery, getCastColumnQuery, rawQuery } = prisma;
   const timezone = 'utc';
   const unit = 'day';
 
@@ -49,7 +49,10 @@ async function relationalQuery(
     user_activities AS (
       select distinct
         w.session_id,
-        (${getDateQuery('created_at', unit, timezone)}::date - c.cohort_date::date) as day_number
+        ${getDayDiffQuery(
+          getDateQuery('created_at', unit, timezone),
+          'c.cohort_date',
+        )} as day_number
       from website_event w
       join cohort_items c
       on w.session_id = c.session_id
@@ -78,7 +81,7 @@ async function relationalQuery(
       c.day_number as day,
       s.visitors,
       c.visitors as "returnVisitors",
-      c.visitors::float * 100 / s.visitors as percentage
+      ${getCastColumnQuery('c.visitors', 'float')} * 100 / s.visitors  as percentage
     from cohort_date c
     join cohort_size s
     on c.cohort_date = s.cohort_date
@@ -89,7 +92,9 @@ async function relationalQuery(
       startDate,
       endDate,
     },
-  );
+  ).then(results => {
+    return results.map(i => ({ ...i, percentage: Number(i.percentage) || 0 }));
+  });
 }
 
 async function clickhouseQuery(