diff --git a/src/clj/auto_ap/parse.clj b/src/clj/auto_ap/parse.clj
index 2821ccbc..bd266b5b 100644
--- a/src/clj/auto_ap/parse.clj
+++ b/src/clj/auto_ap/parse.clj
@@ -87,7 +87,18 @@
    (let [fuzzy-match (->> clients
                           (mapcat (fn [{:keys [:client/matches :client/name] :as client :or {matches []}}]
                                     (map (fn [m]
-                                           [client (m/jaccard (.toLowerCase invoice-client-name) (.toLowerCase m))])
+                                           (let [similarity-index (m/jaccard (.toLowerCase invoice-client-name) (.toLowerCase m))
+                                                 similarity-index (cond
+                                                                    (and (= 0 similarity-index)
+                                                                         (= (.toLowerCase invoice-client-name) (.toLowerCase m)))
+                                                                    0
+
+                                                                    (= 0 similarity-index)
+                                                                    0.1
+
+                                                                    :else
+                                                                    similarity-index)]
+                                             [client similarity-index]))
                                          (conj matches name))))
                           (filter #(<= (second %) threshold))
                           (sort-by second)