diff --git a/schema/gendummydata.py b/schema/gendummydata.py
index aedfda7e..205e26e9 100755
--- a/schema/gendummydata.py
+++ b/schema/gendummydata.py
@@ -96,6 +96,22 @@ def genFortune():
     return fortunes[random.randrange(0, len(fortunes))].replace("'", "")
 
 
+def genArch() -> str:
+    arches: list[str] = []
+
+    if random.randrange(0, 10) < 8:
+        arches.append("x86_64")
+    if random.randrange(0, 10) < 6:
+        arches.append("aarch64")
+    if random.randrange(0, 10) < 2:
+        arches.append("riscv")
+
+    if arches:
+        return ",".join(arches)
+    else:
+        return "any"
+
+
 # load the words, and make sure there are enough words for users/pkgs
 #
 log.debug("Grabbing words from seed file...")
@@ -235,9 +251,11 @@ for p in list(seen_pkgs.keys()):
     s = s % (seen_pkgs[p], p, NOW, NOW, uuid, muid, puid)
     out.write(s)
 
-    s = ("INSERT INTO Packages (ID, PackageBaseID, Name, Version) VALUES "
-         "(%d, %d, '%s', '%s');\n")
-    s = s % (seen_pkgs[p], seen_pkgs[p], p, genVersion())
+    s = (
+        "INSERT INTO Packages (ID, PackageBaseID, Name, Version, Arch) VALUES "
+        "(%d, %d, '%s', '%s', '%s');\n"
+    )
+    s = s % (seen_pkgs[p], seen_pkgs[p], p, genVersion(), genArch())
     out.write(s)
 
     count += 1