diff --git a/prio/prg.c b/prio/prg.c
index 03845f7..78851fd 100644
--- a/prio/prg.c
+++ b/prio/prg.c
@@ -119,6 +119,32 @@ PRG_get_int(PRG prg, mp_int* out, const mp_int* max)
   return rand_int_rng(out, max, &PRG_get_bytes_internal, (void*)prg);
 }
 
+SECStatus
+PRG_get_int_range(PRG prg, mp_int* out, const mp_int* lower, const mp_int* max)
+{
+  SECStatus rv;
+  mp_int width;
+  MP_DIGITS(&width) = NULL;
+  MP_CHECKC(mp_init(&width));
+
+  // Compute
+  //    width = max - lower
+  MP_CHECKC(mp_sub(max, lower, &width));
+
+  // Get an integer x in the range [0, width)
+  P_CHECKC(PRG_get_int(prg, out, &width));
+
+  // Set
+  //    out = lower + x
+  // which is in the range [lower, width+lower),
+  // which is              [lower, max).
+  MP_CHECKC(mp_add(lower, out, out));
+
+cleanup:
+  mp_clear(&width);
+  return rv;
+}
+
 SECStatus
 PRG_get_array(PRG prg, MPArray dst, const mp_int* mod)
 {
diff --git a/prio/prg.h b/prio/prg.h
index 5dc6520..f1a3b30 100644
--- a/prio/prg.h
+++ b/prio/prg.h
@@ -35,6 +35,13 @@ SECStatus PRG_get_bytes(PRG prg, unsigned char* bytes, size_t len);
  */
 SECStatus PRG_get_int(PRG prg, mp_int* out, const mp_int* max);
 
+/*
+ * Use the PRG output to sample a big integer x in the range
+ *    lower <= x < max.
+ */
+SECStatus PRG_get_int_range(PRG prg, mp_int* out, const mp_int* lower,
+                            const mp_int* max);
+
 /*
  * Use secret sharing to split the int src into two shares.
  * Use PRG to generate the value `shareB`.
diff --git a/prio/server.c b/prio/server.c
index a648c68..5bdb9a9 100644
--- a/prio/server.c
+++ b/prio/server.c
@@ -188,19 +188,25 @@ compute_shares(PrioVerifier v, const_PrioPacketClient p)
   const int n = v->s->cfg->num_data_fields + 1;
   const int N = next_power_of_two(n);
   mp_int eval_at;
+  mp_int lower;
   MP_DIGITS(&eval_at) = NULL;
+  MP_DIGITS(&lower) = NULL;
 
   MPArray points_f = NULL;
   MPArray points_g = NULL;
   MPArray points_h = NULL;
 
   MP_CHECKC(mp_init(&eval_at));
+  MP_CHECKC(mp_init(&lower));
   P_CHECKA(points_f = MPArray_new(N));
   P_CHECKA(points_g = MPArray_new(N));
   P_CHECKA(points_h = MPArray_new(2 * N));
 
-  // Use PRG to generate random point
-  MP_CHECKC(PRG_get_int(v->s->prg, &eval_at, &v->s->cfg->modulus));
+  // Use PRG to generate random point. Per Appendix D.2 of full version of
+  // Prio paper, this value must be in the range
+  //      [n+1, modulus).
+  mp_set(&lower, n + 1);
+  P_CHECKC(PRG_get_int_range(v->s->prg, &eval_at, &lower, &v->s->cfg->modulus));
 
   // Reduce value into the field we're using. This
   // doesn't yield exactly a uniformly random point,
@@ -243,6 +249,7 @@ compute_shares(PrioVerifier v, const_PrioPacketClient p)
   MPArray_clear(points_g);
   MPArray_clear(points_h);
   mp_clear(&eval_at);
+  mp_clear(&lower);
   return rv;
 }
 
diff --git a/ptest/client_test.c b/ptest/client_test.c
index 0ae8622..fa58b1e 100644
--- a/ptest/client_test.c
+++ b/ptest/client_test.c
@@ -74,7 +74,6 @@ test_client_agg(int nclients, int nfields, bool config_is_okay)
 
   PT_CHECKC(Keypair_new(&skA, &pkA));
   PT_CHECKC(Keypair_new(&skB, &pkB));
-  printf("fields: %d\n", nfields);
   P_CHECKA(cfg = PrioConfig_new(nfields, pkA, pkB, batch_id, batch_id_len));
   if (!config_is_okay) {
     PT_CHECKCB(
diff --git a/ptest/prg_test.c b/ptest/prg_test.c
index f4d2030..40f6170 100644
--- a/ptest/prg_test.c
+++ b/ptest/prg_test.c
@@ -352,3 +352,64 @@ mu_test__prg_share_arr(void)
   MPArray_clear(arr_share);
   PrioConfig_clear(cfg);
 }
+
+void
+test_prg_range_once(int bot, int limit)
+{
+  SECStatus rv = SECSuccess;
+  PrioPRGSeed key;
+  mp_int lower;
+  mp_int max;
+  mp_int out;
+  PRG prg = NULL;
+
+  MP_DIGITS(&lower) = NULL;
+  MP_DIGITS(&max) = NULL;
+  MP_DIGITS(&out) = NULL;
+
+  PT_CHECKC(PrioPRGSeed_randomize(&key));
+  PT_CHECKA(prg = PRG_new(key));
+
+  MPT_CHECKC(mp_init(&max));
+  MPT_CHECKC(mp_init(&out));
+  MPT_CHECKC(mp_init(&lower));
+
+  mp_set(&lower, bot);
+  mp_set(&max, limit);
+
+  for (int i = 0; i < 100; i++) {
+    PT_CHECKC(PRG_get_int_range(prg, &out, &lower, &max));
+    mu_check(mp_cmp_d(&out, limit) == -1);
+    mu_check(mp_cmp_d(&out, bot) > -1);
+    mu_check(mp_cmp_z(&out) > -1);
+  }
+
+cleanup:
+  mu_check(rv == SECSuccess);
+  mp_clear(&lower);
+  mp_clear(&max);
+  mp_clear(&out);
+  PRG_clear(prg);
+}
+
+void
+mu_test_prg_range__multiple_of_8(void)
+{
+  test_prg_range_once(128, 256);
+  test_prg_range_once(256, 256 * 256);
+}
+
+void
+mu_test_prg_range__near_multiple_of_8(void)
+{
+  test_prg_range_once(256, 256 + 1);
+  test_prg_range_once(256 * 256, 256 * 256 + 1);
+}
+
+void
+mu_test_prg_range__odd(void)
+{
+  test_prg_range_once(23, 39);
+  test_prg_range_once(7, 123);
+  test_prg_range_once(99000, 993123);
+}