diff --git a/src/cljs/auto_ap/views/components/vendor_dialog.cljs b/src/cljs/auto_ap/views/components/vendor_dialog.cljs
index 770f2c32..9abd9b76 100644
--- a/src/cljs/auto_ap/views/components/vendor_dialog.cljs
+++ b/src/cljs/auto_ap/views/components/vendor_dialog.cljs
@@ -4,7 +4,7 @@
            [auto-ap.views.components.modal :refer [action-modal]]
            [auto-ap.views.components.address :refer [address-field]]
            [auto-ap.views.components.typeahead :refer [typeahead]]
-           [clj-fuzzy.metrics :refer [jaccard]]
+           [clj-fuzzy.metrics :refer [jaccard jaro-winkler]]
            [clojure.spec.alpha :as s]
            [clojure.string :as str]
            [auto-ap.entities.vendors :as entity]
@@ -14,17 +14,19 @@
   (mapv #(.toLowerCase (str/join "" %))
         (partition len 1 text)))
 
-(defn partial-matches-vendor? [text vendors]
-  (when (> (count text) 4)
-    (let [text (.toLowerCase text)]
+(defn partial-matches-vendor? [vendor vendors]
+  (when (> (count (:name vendor)) 5)
+    (let [text (.toLowerCase (:name vendor))]
       (->> vendors 
+           (filter #(not= (:id %) (:id vendor)))
            (map :name)
            (mapcat
             (fn [v] (mapv
-                     (fn [n] [v (jaccard text n )])
+                     (fn [n] [v (jaro-winkler text n ) n text])
                      (ngrams v (count text)))))
            #_(sort-by second)
-           (filter #(< (second %) 0.3))
+           (filter #(> (second %) 0.9))
+           #_(map (fn [x] (doto x println)))
            (map first)
            first))))
 
@@ -40,7 +42,7 @@
                            (when (:error vendor)
                              [:span.icon.has-text-danger
                               [:i.fa.fa-exclamation-triangle]])]
-                   :warning (when-let [vendor (partial-matches-vendor? (:name vendor) all-vendors)]
+                   :warning (when-let [vendor (partial-matches-vendor? vendor all-vendors)]
                               (str "Are you sure you don't mean " vendor "?"))
                    :action-text "Save"
                    :save-event save-event
@@ -127,7 +129,6 @@
                        :subscription vendor}]]
        [:span.icon.is-small.is-left
         [:i.fa.fa-phone]]]]
-     
      [horizontal-field
       [:label.label "Secondary"]
       [:div.control.has-icons-left
@@ -157,7 +158,6 @@
                        :subscription vendor}]]
        [:span.icon.is-small.is-left
         [:i.fa.fa-phone]]]]
-     
      [horizontal-field
       [:label.label "Invoice Reminders"]
       [:div.control