diff --git a/src/modules/bulletproofs/Makefile.am.include b/src/modules/bulletproofs/Makefile.am.include
index 6a0773b3..cfd0916d 100644
--- a/src/modules/bulletproofs/Makefile.am.include
+++ b/src/modules/bulletproofs/Makefile.am.include
@@ -2,6 +2,7 @@ include_HEADERS += include/secp256k1_bulletproofs.h
 noinst_HEADERS += src/modules/bulletproofs/bulletproofs_util.h
 noinst_HEADERS += src/modules/bulletproofs/main_impl.h
 noinst_HEADERS += src/modules/bulletproofs/bulletproofs_pp_transcript_impl.h
+noinst_HEADERS += src/modules/bulletproofs/bulletproofs_pp_norm_product_impl.h
 noinst_HEADERS += src/modules/bulletproofs/tests_impl.h
 
 if USE_BENCHMARK
diff --git a/src/modules/bulletproofs/bulletproofs_pp_norm_product_impl.h b/src/modules/bulletproofs/bulletproofs_pp_norm_product_impl.h
new file mode 100644
index 00000000..1e17ed34
--- /dev/null
+++ b/src/modules/bulletproofs/bulletproofs_pp_norm_product_impl.h
@@ -0,0 +1,81 @@
+/**********************************************************************
+ * Copyright (c) 2020 Andrew Poelstra                                 *
+ * Distributed under the MIT software license, see the accompanying   *
+ * file COPYING or http://www.opensource.org/licenses/mit-license.php.*
+ **********************************************************************/
+
+#ifndef _SECP256K1_MODULE_BULLETPROOFS_PP_NORM_PRODUCT_
+#define _SECP256K1_MODULE_BULLETPROOFS_PP_NORM_PRODUCT_
+
+#include "group.h"
+#include "scalar.h"
+#include "ecmult.h"
+#include "ecmult_gen.h"
+#include "hash.h"
+
+#include "modules/bulletproofs/main.h"
+#include "modules/bulletproofs/bulletproofs_util.h"
+
+/* Computes the inner product of two vectors of scalars
+ * with elements starting from offset a and offset b
+ * skipping elements according to specified step.
+ * Returns: Sum_{i=0..len-1}(a[offset_a + i*step] * b[offset_b + i*step]) */
+static int secp256k1_scalar_inner_product(
+    secp256k1_scalar* res,
+    const secp256k1_scalar* a_vec,
+    const size_t a_offset,
+    const secp256k1_scalar* b_vec,
+    const size_t b_offset,
+    const size_t step,
+    const size_t len
+) {
+    size_t i;
+    secp256k1_scalar_set_int(res, 0);
+    for (i = 0; i < len; i++) {
+        secp256k1_scalar term;
+        secp256k1_scalar_mul(&term, &a_vec[a_offset + step*i], &b_vec[b_offset + step*i]);
+        secp256k1_scalar_add(res, res, &term);
+    }
+    return 1;
+}
+
+/* Computes the q-weighted inner product of two vectors of scalars
+ * for elements starting from offset a and offset b respectively with the
+ * given step.
+ * Returns: Sum_{i=0..len-1}(a[offset_a + step*i] * b[offset_b2 + step*i]*q^(i+1)) */
+static int secp256k1_weighted_scalar_inner_product(
+    secp256k1_scalar* res,
+    const secp256k1_scalar* a_vec,
+    const size_t a_offset,
+    const secp256k1_scalar* b_vec,
+    const size_t b_offset,
+    const size_t step,
+    const size_t len,
+    const secp256k1_scalar* q
+) {
+    secp256k1_scalar q_pow;
+    size_t i;
+    secp256k1_scalar_set_int(res, 0);
+    q_pow = *q;
+    for (i = 0; i < len; i++) {
+        secp256k1_scalar term;
+        secp256k1_scalar_mul(&term, &a_vec[a_offset + step*i], &b_vec[b_offset + step*i]);
+        secp256k1_scalar_mul(&term, &term, &q_pow);
+        secp256k1_scalar_mul(&q_pow, &q_pow, q);
+        secp256k1_scalar_add(res, res, &term);
+    }
+    return 1;
+}
+
+/* Compute the powers of r as r, r^2, r^4 ... r^(2^(n-1)) */
+static void secp256k1_bulletproofs_powers_of_r(secp256k1_scalar *powers, const secp256k1_scalar *r, size_t n) {
+    size_t i;
+    if (n == 0) {
+        return;
+    }
+    powers[0] = *r;
+    for (i = 1; i < n; i++) {
+        secp256k1_scalar_sqr(&powers[i], &powers[i - 1]);
+    }
+}
+#endif
diff --git a/src/modules/bulletproofs/main.h b/src/modules/bulletproofs/main.h
new file mode 100644
index 00000000..4174102a
--- /dev/null
+++ b/src/modules/bulletproofs/main.h
@@ -0,0 +1,13 @@
+#ifndef SECP256K1_MODULE_BULLETPROOFS_MAIN_H
+#define SECP256K1_MODULE_BULLETPROOFS_MAIN_H
+
+/* this type must be completed before any of the modules/bulletproofs includes */
+struct secp256k1_bulletproofs_generators {
+    size_t n;
+    /* n total generators; includes both G_i and H_i */
+    /* For BP++, the generators are G_i from [0..(n - 8)] and the last 8 values
+    are generators are for H_i */
+    secp256k1_ge* gens;
+};
+
+#endif
diff --git a/src/modules/bulletproofs/main_impl.h b/src/modules/bulletproofs/main_impl.h
index 047094c7..f87b9876 100644
--- a/src/modules/bulletproofs/main_impl.h
+++ b/src/modules/bulletproofs/main_impl.h
@@ -7,18 +7,13 @@
 #ifndef _SECP256K1_MODULE_BULLETPROOFS_MAIN_
 #define _SECP256K1_MODULE_BULLETPROOFS_MAIN_
 
-/* this type must be completed before any of the modules/bulletproofs includes */
-struct secp256k1_bulletproofs_generators {
-    size_t n;
-    /* n total generators; includes both G_i and H_i */
-    secp256k1_ge* gens;
-};
-
 #include "include/secp256k1_bulletproofs.h"
 #include "include/secp256k1_generator.h"
 #include "modules/generator/main_impl.h" /* for generator_{load, save} */
 #include "hash.h"
 #include "util.h"
+#include "modules/bulletproofs/main.h"
+#include "modules/bulletproofs/bulletproofs_pp_norm_product_impl.h"
 
 secp256k1_bulletproofs_generators *secp256k1_bulletproofs_generators_create(const secp256k1_context *ctx, size_t n) {
     secp256k1_bulletproofs_generators *ret;
diff --git a/src/modules/bulletproofs/tests_impl.h b/src/modules/bulletproofs/tests_impl.h
index bec7c84f..e3daead4 100644
--- a/src/modules/bulletproofs/tests_impl.h
+++ b/src/modules/bulletproofs/tests_impl.h
@@ -10,6 +10,7 @@
 #include <stdint.h>
 
 #include "include/secp256k1_bulletproofs.h"
+#include "bulletproofs_pp_norm_product_impl.h"
 #include "bulletproofs_util.h"
 #include "bulletproofs_pp_transcript_impl.h"
 
@@ -149,8 +150,46 @@ void test_log_exp(void) {
     CHECK(secp256k1_bulletproofs_pp_log2(257) == 8);
 }
 
+void test_norm_util_helpers(void) {
+    secp256k1_scalar a_vec[4], b_vec[4], r_pows[4], res, res2, q, r;
+    int i;
+    /* a = {1, 2, 3, 4} b = {5, 6, 7, 8}, q = 4, r = 2 */
+    for (i = 0; i < 4; i++) {
+        secp256k1_scalar_set_int(&a_vec[i], i + 1);
+        secp256k1_scalar_set_int(&b_vec[i], i + 5);
+    }
+    secp256k1_scalar_set_int(&q, 4);
+    secp256k1_scalar_set_int(&r, 2);
+    secp256k1_scalar_inner_product(&res, a_vec, 0, b_vec, 0, 1, 4);
+    secp256k1_scalar_set_int(&res2, 70);
+    CHECK(secp256k1_scalar_eq(&res2, &res) == 1);
+
+    secp256k1_scalar_inner_product(&res, a_vec, 0, b_vec, 1, 2, 2);
+    secp256k1_scalar_set_int(&res2, 30);
+    CHECK(secp256k1_scalar_eq(&res2, &res) == 1);
+
+    secp256k1_scalar_inner_product(&res, a_vec, 1, b_vec, 0, 2, 2);
+    secp256k1_scalar_set_int(&res2, 38);
+    CHECK(secp256k1_scalar_eq(&res2, &res) == 1);
+
+    secp256k1_scalar_inner_product(&res, a_vec, 1, b_vec, 1, 2, 2);
+    secp256k1_scalar_set_int(&res2, 44);
+    CHECK(secp256k1_scalar_eq(&res2, &res) == 1);
+
+    secp256k1_weighted_scalar_inner_product(&res, a_vec, 0, a_vec, 0, 1, 4, &q);
+    secp256k1_scalar_set_int(&res2, 4740); /*i*i*4^(i+1) */
+    CHECK(secp256k1_scalar_eq(&res2, &res) == 1);
+
+    secp256k1_bulletproofs_powers_of_r(r_pows, &r, 4);
+    secp256k1_scalar_set_int(&res, 2); CHECK(secp256k1_scalar_eq(&res, &r_pows[0]));
+    secp256k1_scalar_set_int(&res, 4); CHECK(secp256k1_scalar_eq(&res, &r_pows[1]));
+    secp256k1_scalar_set_int(&res, 16); CHECK(secp256k1_scalar_eq(&res, &r_pows[2]));
+    secp256k1_scalar_set_int(&res, 256); CHECK(secp256k1_scalar_eq(&res, &r_pows[3]));
+}
+
 void run_bulletproofs_tests(void) {
     test_log_exp();
+    test_norm_util_helpers();
     test_bulletproofs_generators_api();
     test_bulletproofs_generators_fixed();
     test_bulletproofs_pp_tagged_hash();