diff --git a/README.md b/README.md
index bcceed1..7c2ba1d 100644
--- a/README.md
+++ b/README.md
@@ -66,7 +66,7 @@ By default a `LimitOffsetPagination` pagination is enabled
 
 Examples: `http://127.0.0.1:8000/api/v1/products/?limit=10&offset=0`
 
-The response data has the following keyspayload:
+The response data has the following keys:
 ```
 dict_keys(['count', 'next', 'previous', 'results'])
 ```
@@ -294,4 +294,6 @@ To create a dataset of fake companies and products:
 
 `python manage.py addtestdata`
 
-Creates 10 Companies, with 100 products each.
+Creates 10 Companies, with 10 products each.
+
+WARNING: the script deletes existing instances of both Company and Product
diff --git a/back_latienda/settings/base.py b/back_latienda/settings/base.py
index afc4c78..ccb5e4b 100644
--- a/back_latienda/settings/base.py
+++ b/back_latienda/settings/base.py
@@ -42,6 +42,7 @@ INSTALLED_APPS = [
     'django.contrib.messages',
     'django.contrib.staticfiles',
     'django.contrib.gis',
+    'django.contrib.postgres',
 
     # 3rd party
     'rest_framework',
diff --git a/core/management/commands/addtestdata.py b/core/management/commands/addtestdata.py
index 7d98462..35d7bf9 100644
--- a/core/management/commands/addtestdata.py
+++ b/core/management/commands/addtestdata.py
@@ -70,7 +70,10 @@ class Command(BaseCommand):
                 # TODO: apply automatic tags from tag list
                 # TODO: write image to S3 storage
                 # create instance
-                product = ProductFactory(name=name, description=description)
+                product = ProductFactory(
+                    company=company,
+                    name=name,
+                    description=description)
 
                 # get image
                 response = requests.get(self.logo_url, stream=True)
diff --git a/products/tests.py b/products/tests.py
index a71db66..a8a5e5e 100644
--- a/products/tests.py
+++ b/products/tests.py
@@ -477,6 +477,9 @@ class ProductSearchTest(TestCase):
         url = f"{self.endpoint}?query_string={query_string}"
         # send in request
         response = self.client.get(url)
+
+        import ipdb; ipdb.set_trace()
+
         payload = response.json()
         # check response
         self.assertEqual(response.status_code, 200)
diff --git a/products/utils.py b/products/utils.py
index a3bef8a..b5505d5 100644
--- a/products/utils.py
+++ b/products/utils.py
@@ -1,6 +1,7 @@
 import logging
 
 from django.db.models import Q
+from django.contrib.postgres.search import SearchQuery, SearchRank, SearchVector
 
 from products.models import Product
 
@@ -72,3 +73,15 @@ def find_related_products(keyword):
         Q(attributes__in=attributes)
     )
     return products_qs
+
+
+def search_by_phrase(phrase):
+    SearchQuery(phrase, search_type='phrase')
+    pass
+
+
+def alt_find_related_products(keyword, fields=('tags', 'attributes', 'category')):
+    vector = SearchVector(*fields)
+    products_qs = Product.objects.annotate(search=vector).filter(search=keyword)
+    return products_qs
+
diff --git a/products/views.py b/products/views.py
index 685e748..47d8e4c 100644
--- a/products/views.py
+++ b/products/views.py
@@ -23,7 +23,7 @@ from companies.models import Company
 from history.models import HistorySync
 
 from back_latienda.permissions import IsCreator
-from .utils import extract_search_filters, find_related_products
+from .utils import extract_search_filters, find_related_products, alt_find_related_products
 from utils.tag_serializers import TaggitSerializer
 from utils.tag_filters import ProductTagFilter
 
@@ -155,7 +155,8 @@ def product_search(request):
             chunks = query_string.split(' ')
 
             for chunk in chunks:
-                  products_qs = find_related_products(chunk)
+                  # products_qs = find_related_products(chunk)
+                  products_qs = alt_find_related_products(chunk)
                   for instance in products_qs:
                         result_set.add(instance)