diff --git a/web/src/authentik.css b/web/src/authentik.css
index df941a84a..c391694a9 100644
--- a/web/src/authentik.css
+++ b/web/src/authentik.css
@@ -5,6 +5,12 @@ html {
     --pf-c-nav__link--PaddingLeft: 0.5rem;
 }
 
+html > input {
+    position: absolute;
+    top: -2000px;
+    left: -2000px;
+}
+
 .pf-c-page__header {
     z-index: 0;
 }
diff --git a/web/src/flows/stages/authenticator_validate/AuthenticatorValidateStageCode.ts b/web/src/flows/stages/authenticator_validate/AuthenticatorValidateStageCode.ts
index 928d4fa36..4e8441629 100644
--- a/web/src/flows/stages/authenticator_validate/AuthenticatorValidateStageCode.ts
+++ b/web/src/flows/stages/authenticator_validate/AuthenticatorValidateStageCode.ts
@@ -5,6 +5,7 @@ import { BaseStage } from "../base";
 import { AuthenticatorValidateStage, AuthenticatorValidateStageChallenge, DeviceChallenge } from "./AuthenticatorValidateStage";
 import "../form";
 import "../../../elements/utils/LoadingState";
+import { PasswordManagerPrefill } from "../identification/IdentificationStage";
 
 @customElement("ak-stage-authenticator-validate-code")
 export class AuthenticatorValidateStageWebCode extends BaseStage {
@@ -53,6 +54,7 @@ export class AuthenticatorValidateStageWebCode extends BaseStage {
                         autofocus=""
                         autocomplete="one-time-code"
                         class="pf-c-form-control"
+                        value="${PasswordManagerPrefill.totp || ""}"
                         required="">
                 </ak-form-element>
 
diff --git a/web/src/flows/stages/identification/IdentificationStage.ts b/web/src/flows/stages/identification/IdentificationStage.ts
index 3db34d604..f1d632816 100644
--- a/web/src/flows/stages/identification/IdentificationStage.ts
+++ b/web/src/flows/stages/identification/IdentificationStage.ts
@@ -6,6 +6,14 @@ import "../form";
 import "../../../elements/utils/LoadingState";
 import { Challenge } from "../../../api/Flows";
 
+export const PasswordManagerPrefill: {
+    password: string | undefined;
+    totp: string | undefined;
+} = {
+    password: undefined,
+    totp: undefined,
+};
+
 export interface IdentificationChallenge extends Challenge {
 
     input_type: string;
@@ -41,6 +49,69 @@ export class IdentificationStage extends BaseStage {
         );
     }
 
+    firstUpdated(): void {
+        // This is a workaround for the fact that we're in a shadow dom
+        // adapted from https://github.com/home-assistant/frontend/issues/3133
+        const username = document.createElement("input");
+        username.setAttribute("type", "text");
+        username.setAttribute("name", "username"); // username as name for high compatibility
+        username.setAttribute("autocomplete", "username");
+        username.onkeyup = (ev: Event) => {
+            const el = ev.target as HTMLInputElement;
+            (this.shadowRoot || this).querySelectorAll<HTMLInputElement>("input[name=uid_field]").forEach(input => {
+                input.value = el.value;
+                // Because we assume only one input field exists that matches this
+                // call focus so the user can press enter
+                input.focus();
+            });
+        };
+        document.documentElement.appendChild(username);
+        const password = document.createElement("input");
+        password.setAttribute("type", "password");
+        password.setAttribute("name", "password");
+        password.setAttribute("autocomplete", "current-password");
+        password.onkeyup = (ev: KeyboardEvent) => {
+            if (ev.key == "Enter") {
+                this.submitForm(ev);
+            }
+            const el = ev.target as HTMLInputElement;
+            // Because the password field is not actually on this page,
+            // and we want to 'prefill' the password for the user,
+            // save it globally
+            PasswordManagerPrefill.password = el.value;
+            // Because password managers fill username, then password,
+            // we need to re-focus the uid_field here too
+            (this.shadowRoot || this).querySelectorAll<HTMLInputElement>("input[name=uid_field]").forEach(input => {
+                // Because we assume only one input field exists that matches this
+                // call focus so the user can press enter
+                input.focus();
+            });
+        };
+        document.documentElement.appendChild(password);
+        const totp = document.createElement("input");
+        totp.setAttribute("type", "text");
+        totp.setAttribute("name", "code");
+        totp.setAttribute("autocomplete", "one-time-code");
+        totp.onkeyup = (ev: KeyboardEvent) => {
+            if (ev.key == "Enter") {
+                this.submitForm(ev);
+            }
+            const el = ev.target as HTMLInputElement;
+            // Because the totp field is not actually on this page,
+            // and we want to 'prefill' the totp for the user,
+            // save it globally
+            PasswordManagerPrefill.totp = el.value;
+            // Because totp managers fill username, then password, then optionally,
+            // we need to re-focus the uid_field here too
+            (this.shadowRoot || this).querySelectorAll<HTMLInputElement>("input[name=uid_field]").forEach(input => {
+                // Because we assume only one input field exists that matches this
+                // call focus so the user can press enter
+                input.focus();
+            });
+        };
+        document.documentElement.appendChild(totp);
+    }
+
     renderSource(source: UILoginButton): TemplateResult {
         let icon = html`<i class="pf-icon pf-icon-arrow" title="${source.name}"></i>`;
         if (source.icon_url) {
diff --git a/web/src/flows/stages/password/PasswordStage.ts b/web/src/flows/stages/password/PasswordStage.ts
index b7e09ba34..1b2e6dc85 100644
--- a/web/src/flows/stages/password/PasswordStage.ts
+++ b/web/src/flows/stages/password/PasswordStage.ts
@@ -5,6 +5,7 @@ import { COMMON_STYLES } from "../../../common/styles";
 import { BaseStage } from "../base";
 import "../form";
 import "../../../elements/utils/LoadingState";
+import { PasswordManagerPrefill } from "../identification/IdentificationStage";
 
 export interface PasswordChallenge extends WithUserInfoChallenge {
     recovery_url?: string;
@@ -43,6 +44,7 @@ export class PasswordStage extends BaseStage {
                         </div>
                     </div>
 
+                    <input name="username" autocomplete="username" type="hidden" value="${this.challenge.pending_user}">
                     <ak-form-element
                         label="${gettext("Password")}"
                         ?required="${true}"
@@ -54,7 +56,8 @@ export class PasswordStage extends BaseStage {
                             autofocus=""
                             autocomplete="current-password"
                             class="pf-c-form-control"
-                            required="">
+                            required=""
+                            value=${PasswordManagerPrefill.password || ""}>
                     </ak-form-element>
 
                     ${this.challenge.recovery_url ?