diff --git a/web/static/numerus.css b/web/static/numerus.css
index 29fdca8..fbe5c95 100644
--- a/web/static/numerus.css
+++ b/web/static/numerus.css
@@ -667,7 +667,7 @@ main > nav {
     padding: 1rem 2rem;
 }
 
-[is="numerus-multiselect"] .options li:hover {
+[is="numerus-multiselect"] .options li:hover, [is="numerus-multiselect"] .options .highlight {
     background-color: var(--numerus--color--light-gray);
 }
 
diff --git a/web/static/numerus.js b/web/static/numerus.js
index 68c804a..c51eebe 100644
--- a/web/static/numerus.js
+++ b/web/static/numerus.js
@@ -3,6 +3,7 @@ class Multiselect extends HTMLDivElement {
         super();
         this.initialized = false;
         this.toSearch = '';
+        this.highlighted = 0;
     }
 
     connectedCallback() {
@@ -40,6 +41,10 @@ class Multiselect extends HTMLDivElement {
         this.tags.append(this.search);
         this.search.id = this.select.id;
         this.select.removeAttribute('id');
+        this.select.setAttribute('aria-hidden', 'true');
+        this.search.setAttribute('spellcheck', 'false');
+        this.search.setAttribute('autocomplete', 'false');
+        this.search.setAttribute('role', 'combobox');
         this.search.addEventListener('input', (e) => {
             this.open();
             this.filter(e.target.value);
@@ -48,7 +53,23 @@ class Multiselect extends HTMLDivElement {
             switch (e.code) {
                 case "Enter":
                     e.preventDefault();
-                    this.selectFirst();
+                    this.selectHighlighted();
+                    break;
+                case "ArrowDown":
+                    if (e.altKey) {
+                        this.open();
+                    } else {
+                        e.preventDefault();
+                        this.highlightNext();
+                    }
+                    break;
+                case "ArrowUp":
+                    if (e.altKey) {
+                        this.close();
+                    } else {
+                        e.preventDefault();
+                        this.highlightPrev();
+                    }
                     break;
                 case "Backspace":
                     if (e.target.value === '') {
@@ -66,7 +87,10 @@ class Multiselect extends HTMLDivElement {
 
         this.options = document.createElement('ul');
         this.append(this.options);
+        this.options.id = this.search.id + '-options-' + Array.from(crypto.getRandomValues(new Uint8Array(4))).map(n => n.toString(16)).join('');
+        this.search.setAttribute('aria-controls', this.options.id);
         this.options.classList.add('options');
+        this.options.setAttribute('role', 'listbox');
         this.close();
 
         window.addEventListener('focusin', (e) => {
@@ -85,18 +109,64 @@ class Multiselect extends HTMLDivElement {
 
     rebuildOptions() {
         this.options.innerHTML = '';
+        let highlight = true;
         for (const option of this.select.options) {
             if (!this.isOptionSelectable(option)) {
                 continue;
             }
             const li = document.createElement('li');
             this.options.append(li);
+            li.id = this.options.id + '-' + option.index;
+            li.dataset.index = option.index;
             li.textContent = option.textContent;
             li.addEventListener('click', () => this.selectOption(option, true));
+            if (highlight && (option.index >= this.highlighted)) {
+                highlight = false;
+                this.highlight(null, li);
+            }
+        }
+        if (highlight) {
+            this.highlight(null, this.options.querySelector('li:last-child'));
         }
     }
 
+    highlightNext() {
+        const current = this.currentHighlighted();
+        if (!current) {
+            return;
+        }
+        this.highlight(current, current.nextElementSibling);
+    }
+
+    highlightPrev() {
+        const current = this.currentHighlighted();
+        if (!current) {
+            return;
+        }
+        this.highlight(current, current.previousElementSibling);
+    }
+
+    highlight(current, upcoming) {
+        if (!upcoming) {
+            return;
+        }
+        if (current) {
+            current.classList.remove('highlight');
+        }
+        upcoming.classList.remove('highlight');
+        this.search.setAttribute('aria-activedescendant', upcoming.id);
+        this.highlighted = upcoming.dataset.index;
+        upcoming.classList.add('highlight');
+    }
+
+    currentHighlighted() {
+        return document.getElementById(this.search.getAttribute('aria-activedescendant'));
+    }
+
     isOptionSelectable(option) {
+        if (!option) {
+            return false;
+        }
         if (option.selected) {
             return false;
         }
@@ -104,20 +174,21 @@ class Multiselect extends HTMLDivElement {
     }
 
     selectOption(option, selected) {
+        if (!option) {
+            return;
+        }
         option.selected = selected;
         this.toSearch = this.search.value = '';
         this.rebuild();
     }
 
-    selectFirst() {
+    selectHighlighted() {
         if (!this.isOpen()) {
             return;
         }
-        for (const option of this.select.options) {
-            if (this.isOptionSelectable(option)) {
-                this.selectOption(option, true);
-                break;
-            }
+        const option = this.select.options[this.highlighted];
+        if (this.isOptionSelectable(option)) {
+            this.selectOption(option, true);
         }
     }
 
@@ -172,10 +243,12 @@ class Multiselect extends HTMLDivElement {
 
     close() {
         this.options.style.display = 'none';
+        this.search.setAttribute('aria-expanded', 'false');
     }
 
     open() {
         this.options.removeAttribute('style');
+        this.search.setAttribute('aria-expanded', 'true');
     }
 
     toggle() {