diff --git a/src/App.vue b/src/App.vue
index 589bdf9..eab5c52 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -3,8 +3,10 @@ import { RouterView } from "vue-router";
 import "./style.css";
 import NavigationBar from "./components/NavigationBar.vue";
 import { useRestaurantsStore } from "./stores/restaurants";
+import { usePreferencesStore } from "./stores/preferences";
 
 useRestaurantsStore().init();
+usePreferencesStore().init();
 </script>
 
 <template>
diff --git a/src/components/RandomConfigurationPanel.vue b/src/components/RandomConfigurationPanel.vue
index ce05080..2ba86e3 100644
--- a/src/components/RandomConfigurationPanel.vue
+++ b/src/components/RandomConfigurationPanel.vue
@@ -9,8 +9,9 @@ import { storeToRefs } from "pinia";
 import { useRestaurantsStore } from "../stores/restaurants";
 import { useForm } from "vee-validate";
 import { toTypedSchema } from "@vee-validate/yup";
-import Restaurant from "../models/restaurant";
-import { filterValues } from "../utils/filters";
+import { makeFilters } from "../utils/filters";
+import { SearchPreferences } from "../models/search";
+import { usePreferencesStore } from "../stores/preferences";
 
 const priceTicks = {
   1: "€",
@@ -20,6 +21,7 @@ const priceTicks = {
 };
 
 const { restaurants } = storeToRefs(useRestaurantsStore());
+const { searchPreferences } = storeToRefs(usePreferencesStore());
 
 const restaurantOptions = computed(() => {
   return restaurants.value.map((restaurant) => restaurant.id);
@@ -35,11 +37,35 @@ const restaurantLabels = computed(() => {
 
 const availableTags = ref<Tag[]>([]);
 
-const tagsNames = computed(() => {
-  return availableTags.value.map((tag) => tag.name);
+const tagsOptions = computed(() => {
+  return availableTags.value.map((tag) => tag.id);
 });
 
-const { values, defineField } = useForm({
+const tagsLabels = computed(() => {
+  const labels: Map<string, string> = new Map();
+  availableTags.value.forEach((tag) => {
+    labels.set(tag.id, tag.name);
+  });
+  return labels;
+});
+
+function mapValuesToModel(values: Object): SearchPreferences {
+  return {
+    priceRangeEnabled: values["priceRangeEnabled"],
+    includeTagsEnabled: values["includeTagsEnabled"],
+    excludeTagsEnabled: values["excludeTagsEnabled"],
+    includeRestaurantsEnabled: values["includeRestaurantsEnabled"],
+    excludeRestaurantsEnabled: values["excludeRestaurantsEnabled"],
+    lowerPriceBound: values["priceRange"] ? priceTicks[values["priceRange"][0]!] : undefined,
+    upperPriceBound: values["priceRange"] ? priceTicks[values["priceRange"][1]!] : undefined,
+    includedTags: values["includedTags"],
+    excludedTags: values["excludedTags"],
+    includedRestaurants: values["includedRestaurants"],
+    excludedRestaurants: values["excludedRestaurants"],
+  };
+}
+
+const { values, handleSubmit, defineField } = useForm({
   validationSchema: toTypedSchema(
     yup.object({
       priceRangeEnabled: yup.boolean(),
@@ -54,19 +80,33 @@ const { values, defineField } = useForm({
       excludedRestaurants: yup.array().of(yup.string()),
     })
   ),
+  initialValues: {
+    priceRangeEnabled: searchPreferences.value?.priceRangeEnabled,
+    includeTagsEnabled: searchPreferences.value?.includeTagsEnabled,
+    excludeTagsEnabled: searchPreferences.value?.excludeTagsEnabled,
+    includeRestaurantsEnabled: searchPreferences.value?.includeRestaurantsEnabled,
+    excludeRestaurantsEnabled: searchPreferences.value?.excludeRestaurantsEnabled,
+    priceRange: [
+      Number(Object.keys(priceTicks).find((key) => priceTicks[key] == searchPreferences.value?.lowerPriceBound)),
+      Number(Object.keys(priceTicks).find((key) => priceTicks[key] == searchPreferences.value?.upperPriceBound)),
+    ],
+    includedTags: searchPreferences.value?.includedTags,
+    excludedTags: searchPreferences.value?.excludedTags,
+    includedRestaurants: searchPreferences.value?.includedRestaurants,
+    excludedRestaurants: searchPreferences.value?.excludedRestaurants,
+  },
 });
 
 const filteredRestaurants = ref<number>(restaurants.value.length);
 
-watch(values, async (newval, oldval) => {
-  const filters: ((_: Restaurant) => boolean)[] = [];
-
-  if (values.excludeRestaurantsEnabled && values.excludedRestaurants) {
-    filters.push(filterValues.bind(undefined, "id", values.excludedRestaurants, true));
-  }
-
-  filteredRestaurants.value = useRestaurantsStore().getFilteredRestaurants(filters).length;
-});
+watch(
+  values,
+  async (newval, oldval) => {
+    const filters = makeFilters(mapValuesToModel(newval));
+    filteredRestaurants.value = useRestaurantsStore().getFilteredRestaurants(filters).length;
+  },
+  { immediate: true }
+);
 
 const [priceRangeEnabled, priceRangeEnabledAttrs] = defineField("priceRangeEnabled");
 const [includeTagsEnabled, includeTagsEnabledAttrs] = defineField("includeTagsEnabled");
@@ -91,9 +131,17 @@ const emit = defineEmits({
   preferencesSaved: () => true,
 });
 
-function onSavePreferences() {
+const onSubmit = handleSubmit(async (values) => {
+  try {
+    const data = mapValuesToModel(values);
+
+    await pb.collection("search_preferences").update(searchPreferences.value!.id!, data);
+  } catch (err) {
+    console.log(err);
+  }
+
   emit("preferencesSaved");
-}
+});
 </script>
 
 <template>
@@ -123,7 +171,13 @@ function onSavePreferences() {
           <input type="checkbox" v-model="includeTagsEnabled" class="checkbox border-solid" />
           Include tags
         </label>
-        <TagsField v-model="includedTags" :create="false" :options="tagsNames" :disabled="!includeTagsEnabled" />
+        <TagsField
+          v-model="includedTags"
+          :create="false"
+          :options="tagsOptions"
+          :labels="tagsLabels"
+          :disabled="!includeTagsEnabled"
+        />
       </div>
     </div>
     <div class="flex flex-row flex-nowrap w-full">
@@ -132,7 +186,13 @@ function onSavePreferences() {
           <input type="checkbox" v-model="excludeTagsEnabled" class="checkbox border-solid" />
           Exclude tags
         </label>
-        <TagsField v-model="excludedTags" :create="false" :options="tagsNames" :disabled="!excludeTagsEnabled" />
+        <TagsField
+          v-model="excludedTags"
+          :create="false"
+          :options="tagsOptions"
+          :labels="tagsLabels"
+          :disabled="!excludeTagsEnabled"
+        />
       </div>
     </div>
     <div class="flex flex-row flex-nowrap w-full">
@@ -167,6 +227,6 @@ function onSavePreferences() {
   <div class="flex-1"></div>
   <div>
     {{ filteredRestaurants }} filtered restaurants
-    <button @click="onSavePreferences" class="btn btn-outline w-full">Save preferences</button>
+    <button @click="onSubmit" class="btn btn-outline w-full">Save preferences</button>
   </div>
 </template>
diff --git a/src/components/RestaurantsTable.vue b/src/components/RestaurantsTable.vue
index 659923a..cf3d2f0 100644
--- a/src/components/RestaurantsTable.vue
+++ b/src/components/RestaurantsTable.vue
@@ -20,7 +20,7 @@ const columns = [
     data: "tags",
     title: "Tags",
     render: {
-      _: "[, ]",
+      _: "[, ].name",
     },
   },
   { data: "price", title: "Price" },
diff --git a/src/main.ts b/src/main.ts
index ca08b15..22fdcd3 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -10,10 +10,10 @@ import { createPinia } from "pinia";
 
 import { library } from "@fortawesome/fontawesome-svg-core";
 import { FontAwesomeIcon } from "@fortawesome/vue-fontawesome";
-import { faBars, faCheck, faUser, faXmark, faExclamationCircle } from "@fortawesome/free-solid-svg-icons";
+import { faBars, faCheck, faUser, faXmark, faExclamationCircle, faGear } from "@fortawesome/free-solid-svg-icons";
 import { faGitAlt } from "@fortawesome/free-brands-svg-icons";
 
-library.add(faBars, faUser, faXmark, faCheck, faGitAlt, faExclamationCircle);
+library.add(faBars, faUser, faXmark, faCheck, faGitAlt, faExclamationCircle, faGear);
 
 import App from "./App.vue";
 import router from "./router";
diff --git a/src/models/restaurant.ts b/src/models/restaurant.ts
index bd027be..1f0b1f7 100644
--- a/src/models/restaurant.ts
+++ b/src/models/restaurant.ts
@@ -1,7 +1,9 @@
+import Tag from "./tag";
+
 export default interface Restaurant {
   id: string;
   name: string;
-  tags: string[];
+  tags: Tag[];
   price: string;
   averageRating: number;
   latitude: number;
diff --git a/src/models/search.ts b/src/models/search.ts
new file mode 100644
index 0000000..8b1d098
--- /dev/null
+++ b/src/models/search.ts
@@ -0,0 +1,14 @@
+export interface SearchPreferences {
+  id?: string;
+  priceRangeEnabled?: boolean;
+  includeTagsEnabled?: boolean;
+  excludeTagsEnabled?: boolean;
+  includeRestaurantsEnabled?: boolean;
+  excludeRestaurantsEnabled?: boolean;
+  lowerPriceBound?: string;
+  upperPriceBound?: string;
+  includedTags?: string[];
+  excludedTags?: string[];
+  includedRestaurants?: string[];
+  excludedRestaurants?: string[];
+}
diff --git a/src/stores/counter.ts b/src/stores/counter.ts
deleted file mode 100644
index b6757ba..0000000
--- a/src/stores/counter.ts
+++ /dev/null
@@ -1,12 +0,0 @@
-import { ref, computed } from 'vue'
-import { defineStore } from 'pinia'
-
-export const useCounterStore = defineStore('counter', () => {
-  const count = ref(0)
-  const doubleCount = computed(() => count.value * 2)
-  function increment() {
-    count.value++
-  }
-
-  return { count, doubleCount, increment }
-})
diff --git a/src/stores/preferences.ts b/src/stores/preferences.ts
new file mode 100644
index 0000000..d8a418b
--- /dev/null
+++ b/src/stores/preferences.ts
@@ -0,0 +1,37 @@
+import { defineStore } from "pinia";
+
+import { SearchPreferences } from "../models/search";
+import { pb } from "../pocketbase";
+
+export const usePreferencesStore = defineStore("preferences", {
+  state: () => ({
+    searchPreferences: undefined as SearchPreferences | undefined,
+  }),
+  actions: {
+    async load() {
+      if (!pb.authStore.model) {
+        return;
+      }
+
+      this.searchPreferences = await pb
+        .collection("search_preferences")
+        .getFirstListItem(pb.filter("user ~ {:id}", { id: pb.authStore.model.id }));
+    },
+
+    async reset() {
+      pb.collection("search_preferences").unsubscribe();
+
+      await this.load();
+
+      pb.collection("search_preferences").subscribe(this.searchPreferences.id, async (e) => {
+        await this.load();
+      });
+    },
+
+    async init() {
+      pb.authStore.onChange(async () => {
+        await this.reset();
+      }, true);
+    },
+  },
+});
diff --git a/src/stores/restaurants.ts b/src/stores/restaurants.ts
index 4c08522..21c4032 100644
--- a/src/stores/restaurants.ts
+++ b/src/stores/restaurants.ts
@@ -12,7 +12,10 @@ export const useRestaurantsStore = defineStore("restaurants", {
   }),
   getters: {
     getRandomRestaurant(state) {
-      return (filters: ((_: Restaurant) => boolean)[]) => {
+      return (filters?: ((_: Restaurant) => boolean)[]) => {
+        if (filters === undefined) {
+          return _.sample(state.restaurants);
+        }
         const filtered = state.restaurants.filter((restaurant) => {
           for (const filter of filters) {
             if (!filter(restaurant)) {
@@ -25,9 +28,11 @@ export const useRestaurantsStore = defineStore("restaurants", {
       };
     },
     getFilteredRestaurants(state) {
-      return (filters: ((_: Restaurant) => boolean)[]) => {
+      return (filters?: ((_: Restaurant) => boolean)[]) => {
+        if (filters === undefined) {
+          return state.restaurants;
+        }
         const filtered = state.restaurants.filter((restaurant) => {
-          console.log(restaurant);
           for (const filter of filters) {
             if (!filter(restaurant)) {
               return false;
@@ -56,7 +61,7 @@ export const useRestaurantsStore = defineStore("restaurants", {
         }
 
         if (restaurant.expand?.tags !== undefined) {
-          restaurant.tags = restaurant.expand.tags.map((tag) => tag.name);
+          restaurant.tags = restaurant.expand.tags;
         } else {
           restaurant.tags = [];
         }
diff --git a/src/utils/filters.ts b/src/utils/filters.ts
index 722c5f4..b7c8c45 100644
--- a/src/utils/filters.ts
+++ b/src/utils/filters.ts
@@ -1,8 +1,70 @@
-export function filterValues(field: string, values: any[], negative: boolean = false, obj: Object) {
-  console.log("fielf", field, "values", values, "negative", negative, "obj", obj);
+import Restaurant from "../models/restaurant";
+import { SearchPreferences } from "../models/search";
+
+function _filterValue(options: any[], value: any, negative: boolean = false) {
   if (negative) {
-    return !values.includes(obj[field]);
+    return !options.includes(value);
   } else {
-    return values.includes(obj[field]);
+    return options.includes(value);
   }
 }
+
+export function filterValues(
+  field: string,
+  options: any[],
+  negative: boolean = false,
+  subfield: string | undefined = undefined,
+  obj: Object
+) {
+  if (Array.isArray(obj[field])) {
+    for (let element of obj[field]) {
+      if (subfield) {
+        element = element[subfield];
+      }
+      if (negative) {
+        if (!_filterValue(options, element, negative)) {
+          return false;
+        }
+      } else {
+        if (_filterValue(options, element, negative)) {
+          return true;
+        }
+      }
+    }
+    return negative;
+  } else {
+    return _filterValue(options, obj[field], negative);
+  }
+}
+
+export function makeFilters(config: SearchPreferences) {
+  const filters: ((_: Restaurant) => boolean)[] = [];
+
+  if (config.excludeRestaurantsEnabled && config.excludedRestaurants) {
+    filters.push(filterValues.bind(undefined, "id", config.excludedRestaurants, true, undefined));
+  }
+
+  if (config.includeRestaurantsEnabled && config.includedRestaurants) {
+    filters.push(filterValues.bind(undefined, "id", config.includedRestaurants, false, undefined));
+  }
+
+  if (config.excludeTagsEnabled && config.excludedTags) {
+    filters.push(filterValues.bind(undefined, "tags", config.excludedTags, true, "id"));
+  }
+
+  if (config.includeTagsEnabled && config.includedTags) {
+    filters.push(filterValues.bind(undefined, "tags", config.includedTags, false, "id"));
+  }
+
+  if (config.priceRangeEnabled) {
+    const prices = ["€", "€€", "€€€", "€€€€"];
+
+    const lowerIndex = prices.findIndex((element) => element == config.lowerPriceBound);
+    const upperIndex = prices.findIndex((element) => element == config.upperPriceBound);
+
+    const values = prices.slice(lowerIndex, upperIndex);
+    filters.push(filterValues.bind(undefined, "price", values, false, undefined));
+  }
+
+  return filters;
+}
diff --git a/src/views/RandomView.vue b/src/views/RandomView.vue
index 8287f7a..075f9e5 100644
--- a/src/views/RandomView.vue
+++ b/src/views/RandomView.vue
@@ -1,20 +1,39 @@
 <script setup lang="ts">
-import { ref } from "vue";
+import { onMounted, ref, watch } from "vue";
 import "@/assets/form.css";
 
 import RandomConfigurationDrawer from "../components/RandomConfigurationDrawer.vue";
 
 import { useRestaurantsStore } from "../stores/restaurants.ts";
 import Restaurant from "../models/restaurant.ts";
+import { makeFilters } from "../utils/filters.ts";
+import { storeToRefs } from "pinia";
+import { usePreferencesStore } from "../stores/preferences.ts";
 
 const restaurant = ref<Restaurant>();
 
 const store = useRestaurantsStore();
+const { searchPreferences } = storeToRefs(usePreferencesStore());
 
 function getRandomRestaurant() {
-  restaurant.value = store.getRandomRestaurant();
+  restaurant.value = store.getRandomRestaurant(filters.value);
+  console.log(restaurant.value);
 }
 
+const filters = ref<((_: Restaurant) => boolean)[]>();
+
+watch(
+  () => searchPreferences.value,
+  (newval, oldval) => {
+    if (newval) {
+      filters.value = makeFilters(newval);
+    } else {
+      filters.value = undefined;
+    }
+  },
+  { immediate: true }
+);
+
 const drawer = ref<typeof RandomConfigurationDrawer>();
 
 function onConfigureClicked() {
@@ -27,10 +46,12 @@ function onConfigureClicked() {
     <h2 class="mb-10" v-if="restaurant !== undefined">How about going to...</h2>
     <p class="">{{ restaurant?.name }}</p>
     <button class="btn btn-outline btn-primary mt-10" @click="getRandomRestaurant">Get random restaurant</button>
+    <button class="btn btn-ghost mt-5" @click="onConfigureClicked">
+      <font-awesome-icon icon="gear" />
+      Configure
+    </button>
   </div>
 
-  <button class="btn" @click="onConfigureClicked">Configure</button>
-
   <RandomConfigurationDrawer ref="drawer" />
 </template>
 
diff --git a/src/views/SignUpView.vue b/src/views/SignUpView.vue
index db1d990..f6d1789 100644
--- a/src/views/SignUpView.vue
+++ b/src/views/SignUpView.vue
@@ -34,9 +34,8 @@ const onSubmit = handleSubmit(async (values) => {
     };
 
     await pb.collection("users").create(data);
-    await pb
-      .collection("users")
-      .authWithPassword(values["username"], values["password"]);
+    await pb.collection("users").authWithPassword(values["username"], values["password"]);
+    await pb.collection("search_preferences").create({ user: currentUser.value.id });
   } catch (err) {
     error.value = err;
   }
@@ -49,44 +48,25 @@ const [passwordConfirm, passwordConfirmAttrs] = defineField("passwordConfirm");
 
 <template>
   <p v-if="currentUser">Signed in as {{ currentUser.username }}</p>
-  <form
-    v-else
-    class="flex flex-col place-content-center items-center h-full"
-    @submit.prevent="onSubmit"
-  >
+  <form v-else class="flex flex-col place-content-center items-center h-full" @submit.prevent="onSubmit">
     <div class="flex flex-row flex-nowrap">
       <div class="mx-5 my-4 w-full">
         <label class="form-label"> Username </label>
-        <input
-          class="form-field"
-          type="text"
-          v-model="username"
-          v-bind="usernameAttrs"
-        />
+        <input class="form-field" type="text" v-model="username" v-bind="usernameAttrs" />
         <label class="text-red-500">{{ errors.username }}</label>
       </div>
     </div>
     <div class="flex flex-row flex-nowrap">
       <div class="mx-5 my-4 w-full">
         <label class="form-label"> Password </label>
-        <input
-          class="form-field"
-          type="password"
-          v-model="password"
-          v-bind="passwordAttrs"
-        />
+        <input class="form-field" type="password" v-model="password" v-bind="passwordAttrs" />
         <label class="text-red-500">{{ errors.password }}</label>
       </div>
     </div>
     <div class="flex flex-row flex-nowrap">
       <div class="mx-5 my-4 w-full">
         <label class="form-label"> Confirm password </label>
-        <input
-          class="form-field"
-          type="password"
-          v-model="passwordConfirm"
-          v-bind="passwordConfirmAttrs"
-        />
+        <input class="form-field" type="password" v-model="passwordConfirm" v-bind="passwordConfirmAttrs" />
         <label class="text-red-500">{{ errors.passwordConfirm }}</label>
       </div>
     </div>