diff --git a/android/app/src/main/java/com/github/stenzek/duckstation/ControllerAutoMapper.java b/android/app/src/main/java/com/github/stenzek/duckstation/ControllerAutoMapper.java
new file mode 100644
index 000000000..88be8a557
--- /dev/null
+++ b/android/app/src/main/java/com/github/stenzek/duckstation/ControllerAutoMapper.java
@@ -0,0 +1,290 @@
+package com.github.stenzek.duckstation;
+
+import android.content.SharedPreferences;
+import android.os.Vibrator;
+import android.text.InputType;
+import android.view.InputDevice;
+import android.view.KeyEvent;
+import android.view.MotionEvent;
+import android.widget.EditText;
+import android.widget.TextView;
+
+import androidx.appcompat.app.AlertDialog;
+import androidx.preference.PreferenceManager;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class ControllerAutoMapper {
+    public interface CompleteCallback {
+        public void onComplete();
+    }
+
+    final private ControllerSettingsActivity parent;
+    final private int port;
+    private final CompleteCallback completeCallback;
+
+    private InputDevice device;
+    private SharedPreferences prefs;
+    private SharedPreferences.Editor editor;
+    private StringBuilder log;
+    private String keyBase;
+    private String controllerType;
+
+    public ControllerAutoMapper(ControllerSettingsActivity activity, int port, CompleteCallback completeCallback) {
+        this.parent = activity;
+        this.port = port;
+        this.completeCallback = completeCallback;
+    }
+
+    private void log(String format, Object... args) {
+        log.append(String.format(format, args));
+        log.append('\n');
+    }
+
+    private void setButtonBindingToKeyCode(String buttonName, int keyCode) {
+        log("Binding button '%s' to key '%s' (%d)", buttonName, KeyEvent.keyCodeToString(keyCode), keyCode);
+
+        final String key = String.format("%sButton%s", keyBase, buttonName);
+        final String value = String.format("%s/Button%d", device.getDescriptor(), keyCode);
+        editor.putString(key, value);
+    }
+
+    private void setButtonBindingToAxis(String buttonName, int axis, int direction) {
+        final char directionIndicator = (direction < 0) ? '-' : '+';
+        log("Binding button '%s' to axis '%s' (%d) direction %c", buttonName, MotionEvent.axisToString(axis), axis, directionIndicator);
+
+        final String key = String.format("%sButton%s", keyBase, buttonName);
+        final String value = String.format("%s/%cAxis%d", device.getDescriptor(), directionIndicator, axis);
+        editor.putString(key, value);
+    }
+
+    private void setAxisBindingToAxis(String axisName, int axis) {
+        log("Binding axis '%s' to axis '%s' (%d)", axisName, MotionEvent.axisToString(axis), axis);
+
+        final String key = String.format("%sAxis%s", keyBase, axisName);
+        final String value = String.format("%s/Axis%d", device.getDescriptor(), axis);
+        editor.putString(key, value);
+    }
+
+    private void doAutoBindingButton(String buttonName, int[] keyCodes, int[][] axisCodes) {
+        // Prefer the axis codes, as it dispatches to that first.
+        if (axisCodes != null) {
+            final List<InputDevice.MotionRange> motionRangeList = device.getMotionRanges();
+            for (int[] axisAndDirection : axisCodes) {
+                final int axis = axisAndDirection[0];
+                final int direction = axisAndDirection[1];
+                for (InputDevice.MotionRange range : motionRangeList) {
+                    if (range.getAxis() == axis) {
+                        setButtonBindingToAxis(buttonName, axis, direction);
+                        return;
+                    }
+                }
+            }
+        }
+
+        if (keyCodes != null) {
+            final boolean[] keysPresent = device.hasKeys(keyCodes);
+            for (int i = 0; i < keysPresent.length; i++) {
+                if (keysPresent[i]) {
+                    setButtonBindingToKeyCode(buttonName, keyCodes[i]);
+                    return;
+                }
+            }
+        }
+
+        log("No automatic bindings found for button '%s'", buttonName);
+    }
+
+    private void doAutoBindingAxis(String axisName, int[] axisCodes) {
+        // Prefer the axis codes, as it dispatches to that first.
+        if (axisCodes != null) {
+            final List<InputDevice.MotionRange> motionRangeList = device.getMotionRanges();
+            for (final int axis : axisCodes) {
+                for (InputDevice.MotionRange range : motionRangeList) {
+                    if (range.getAxis() == axis) {
+                        setAxisBindingToAxis(axisName, axis);
+                        return;
+                    }
+                }
+            }
+        }
+
+        log.append(String.format("No automatic bindings found for axis '%s'\n", axisName));
+    }
+
+    public void start() {
+        final ArrayList<InputDevice> deviceList = new ArrayList<>();
+        for (final int deviceId : InputDevice.getDeviceIds()) {
+            final InputDevice inputDevice = InputDevice.getDevice(deviceId);
+            if (inputDevice == null || !EmulationSurfaceView.isBindableDevice(inputDevice) ||
+                    !EmulationSurfaceView.isGamepadDevice(inputDevice)) {
+                continue;
+            }
+
+            deviceList.add(inputDevice);
+        }
+
+        if (deviceList.isEmpty()) {
+            final AlertDialog.Builder builder = new AlertDialog.Builder(parent);
+            builder.setTitle(R.string.main_activity_error);
+            builder.setMessage(R.string.controller_auto_mapping_no_devices);
+            builder.setPositiveButton(R.string.main_activity_ok, (dialog, which) -> dialog.dismiss());
+            builder.create().show();
+            return;
+        }
+
+        final String[] deviceNames = new String[deviceList.size()];
+        for (int i = 0; i < deviceList.size(); i++)
+            deviceNames[i] = deviceList.get(i).getName();
+
+        final AlertDialog.Builder builder = new AlertDialog.Builder(parent);
+        builder.setTitle(R.string.controller_auto_mapping_select_device);
+        builder.setItems(deviceNames, (dialog, which) -> {
+            process(deviceList.get(which));
+        });
+        builder.create().show();
+    }
+
+    private void process(InputDevice device) {
+        this.prefs = PreferenceManager.getDefaultSharedPreferences(parent);
+        this.editor = prefs.edit();
+        this.log = new StringBuilder();
+        this.device = device;
+
+        this.keyBase = String.format("Controller%d/", port);
+        this.controllerType = parent.getControllerType(prefs, port);
+
+        setButtonBindings();
+        setAxisBindings();
+        setVibrationBinding();
+
+        this.editor.commit();
+        this.editor = null;
+
+        final AlertDialog.Builder builder = new AlertDialog.Builder(parent);
+        builder.setTitle(R.string.controller_auto_mapping_results);
+
+        final EditText editText = new EditText(parent);
+        editText.setText(log.toString());
+        editText.setInputType(InputType.TYPE_NULL | InputType.TYPE_TEXT_FLAG_MULTI_LINE);
+        editText.setSingleLine(false);
+        editText.setMinLines(10);
+        builder.setView(editText);
+
+        builder.setPositiveButton(R.string.main_activity_ok, (dialog, which) -> dialog.dismiss());
+        builder.create().show();
+
+        if (completeCallback != null)
+            completeCallback.onComplete();
+    }
+
+    private void setButtonBindings() {
+        final String[] buttonNames = AndroidHostInterface.getInstance().getControllerButtonNames(controllerType);
+        if (buttonNames == null || buttonNames.length == 0) {
+            log("No axes to bind.");
+            return;
+        }
+
+        for (final String buttonName : buttonNames) {
+            switch (buttonName) {
+                case "Up":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_DPAD_UP}, new int[][]{{MotionEvent.AXIS_HAT_Y, -1}});
+                    break;
+                case "Down":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_DPAD_DOWN}, new int[][]{{MotionEvent.AXIS_HAT_Y, 1}});
+                    break;
+                case "Left":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_DPAD_LEFT}, new int[][]{{MotionEvent.AXIS_HAT_X, -1}});
+                    break;
+                case "Right":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_DPAD_RIGHT}, new int[][]{{MotionEvent.AXIS_HAT_X, 1}});
+                    break;
+                case "Select":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_SELECT}, null);
+                    break;
+                case "Start":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_START}, null);
+                    break;
+                case "Triangle":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_Y}, null);
+                    break;
+                case "Cross":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_A}, null);
+                    break;
+                case "Circle":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_B}, null);
+                    break;
+                case "Square":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_X}, null);
+                    break;
+                case "L1":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_L1}, null);
+                    break;
+                case "L2":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_L2}, new int[][]{{MotionEvent.AXIS_LTRIGGER, 1}, {MotionEvent.AXIS_BRAKE, 1}});
+                    break;
+                case "R1":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_R1}, null);
+                    break;
+                case "R2":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_R2}, new int[][]{{MotionEvent.AXIS_RTRIGGER, 1}, {MotionEvent.AXIS_GAS, 1}});
+                    break;
+                case "L3":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_THUMBL}, null);
+                    break;
+                case "R3":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_THUMBR}, null);
+                    break;
+                case "Analog":
+                    doAutoBindingButton(buttonName, new int[]{KeyEvent.KEYCODE_BUTTON_MODE}, null);
+                    break;
+                default:
+                    log("Button '%s' not supported by auto mapping.", buttonName);
+                    break;
+            }
+        }
+    }
+
+    private void setAxisBindings() {
+        final String[] axisNames = AndroidHostInterface.getInstance().getControllerAxisNames(controllerType);
+        if (axisNames == null || axisNames.length == 0) {
+            log("No axes to bind.");
+            return;
+        }
+
+        for (final String axisName : axisNames) {
+            switch (axisName) {
+                case "LeftX":
+                    doAutoBindingAxis(axisName, new int[]{MotionEvent.AXIS_X});
+                    break;
+                case "LeftY":
+                    doAutoBindingAxis(axisName, new int[]{MotionEvent.AXIS_Y});
+                    break;
+                case "RightX":
+                    doAutoBindingAxis(axisName, new int[]{MotionEvent.AXIS_Z, MotionEvent.AXIS_RX});
+                    break;
+                case "RightY":
+                    doAutoBindingAxis(axisName, new int[]{MotionEvent.AXIS_RZ, MotionEvent.AXIS_RY});
+                    break;
+                default:
+                    log("Axis '%s' not supported by auto mapping.", axisName);
+                    break;
+            }
+        }
+    }
+
+    private void setVibrationBinding() {
+        final int motorCount = AndroidHostInterface.getInstance().getControllerVibrationMotorCount(controllerType);
+        if (motorCount == 0) {
+            log("No vibration motors to bind.");
+            return;
+        }
+
+        final Vibrator vibrator = device.getVibrator();
+        if (vibrator == null || !vibrator.hasVibrator()) {
+            log("Selected device has no vibrator, cannot bind vibration.");
+            return;
+        }
+    }
+}
diff --git a/android/app/src/main/java/com/github/stenzek/duckstation/ControllerSettingsActivity.java b/android/app/src/main/java/com/github/stenzek/duckstation/ControllerSettingsActivity.java
index aae2da7fb..771e9e5d7 100644
--- a/android/app/src/main/java/com/github/stenzek/duckstation/ControllerSettingsActivity.java
+++ b/android/app/src/main/java/com/github/stenzek/duckstation/ControllerSettingsActivity.java
@@ -163,6 +163,15 @@ public class ControllerSettingsActivity extends AppCompatActivity {
             pref.updateValue();
     }
 
+    public static String getControllerTypeKey(int port) {
+        return String.format("Controller%d/Type", port);
+    }
+
+    public static String getControllerType(SharedPreferences prefs, int port) {
+        final String defaultControllerType = (port == 1) ? "DigitalController" : "None";
+        return prefs.getString(getControllerTypeKey(port), defaultControllerType);
+    }
+
     public static class SettingsFragment extends PreferenceFragmentCompat {
         ControllerSettingsActivity parent;
 
@@ -216,9 +225,7 @@ public class ControllerSettingsActivity extends AppCompatActivity {
         private void createPreferences() {
             final PreferenceScreen ps = getPreferenceScreen();
             final SharedPreferences sp = getPreferenceManager().getSharedPreferences();
-            final String defaultControllerType = (controllerIndex == 1) ? "DigitalController" : "None";
-            final String controllerTypeKey = String.format("Controller%d/Type", controllerIndex);
-            final String controllerType = sp.getString(controllerTypeKey, defaultControllerType);
+            final String controllerType = getControllerType(sp, controllerIndex);
             final String[] controllerButtons = AndroidHostInterface.getControllerButtonNames(controllerType);
             final String[] axisButtons = AndroidHostInterface.getControllerAxisNames(controllerType);
             final int vibrationMotors = AndroidHostInterface.getControllerVibrationMotorCount(controllerType);
@@ -226,7 +233,7 @@ public class ControllerSettingsActivity extends AppCompatActivity {
             final ListPreference typePreference = new ListPreference(getContext());
             typePreference.setEntries(R.array.settings_controller_type_entries);
             typePreference.setEntryValues(R.array.settings_controller_type_values);
-            typePreference.setKey(controllerTypeKey);
+            typePreference.setKey(getControllerTypeKey(controllerIndex));
             typePreference.setValue(controllerType);
             typePreference.setTitle(R.string.settings_controller_type);
             typePreference.setSummaryProvider(ListPreference.SimpleSummaryProvider.getInstance());
@@ -238,6 +245,37 @@ public class ControllerSettingsActivity extends AppCompatActivity {
             });
             ps.addPreference(typePreference);
 
+            final Preference autoBindPreference = new Preference(getContext());
+            autoBindPreference.setTitle(R.string.controller_settings_automatic_mapping);
+            autoBindPreference.setSummary(R.string.controller_settings_summary_automatic_mapping);
+            autoBindPreference.setIconSpaceReserved(false);
+            autoBindPreference.setOnPreferenceClickListener(preference -> {
+                final ControllerAutoMapper mapper = new ControllerAutoMapper(activity, controllerIndex, () -> {
+                    removePreferences();
+                    createPreferences(typePreference.getValue());
+                });
+                mapper.start();
+                return true;
+            });
+            ps.addPreference(autoBindPreference);
+
+            final Preference clearBindingsPreference = new Preference(getContext());
+            clearBindingsPreference.setTitle(R.string.controller_settings_clear_controller_bindings);
+            clearBindingsPreference.setSummary(R.string.controller_settings_summary_clear_controller_bindings);
+            clearBindingsPreference.setIconSpaceReserved(false);
+            clearBindingsPreference.setOnPreferenceClickListener(preference -> {
+                final AlertDialog.Builder builder = new AlertDialog.Builder(activity);
+                builder.setMessage(R.string.controller_settings_clear_controller_bindings_confirm);
+                builder.setPositiveButton(R.string.main_activity_yes, (dialog, which) -> {
+                    dialog.dismiss();
+                    clearBindings();
+                });
+                builder.setNegativeButton(R.string.main_activity_no, (dialog, which) -> dialog.dismiss());
+                builder.create().show();
+                return true;
+            });
+            ps.addPreference(clearBindingsPreference);
+
             mButtonsCategory = new PreferenceCategory(getContext());
             mButtonsCategory.setTitle(getContext().getString(R.string.controller_settings_category_button_bindings));
             mButtonsCategory.setIconSpaceReserved(false);
@@ -315,6 +353,26 @@ public class ControllerSettingsActivity extends AppCompatActivity {
             }
             mSettingsCategory.removeAll();
         }
+
+        private static void clearBindingsInCategory(SharedPreferences.Editor editor, PreferenceCategory category) {
+            for (int i = 0; i < category.getPreferenceCount(); i++) {
+                final Preference preference = category.getPreference(i);
+                if (preference instanceof ControllerBindingPreference)
+                    ((ControllerBindingPreference)preference).clearBinding(editor);
+            }
+        }
+
+        private void clearBindings() {
+            final SharedPreferences.Editor editor = getPreferenceManager().getSharedPreferences().edit();
+            clearBindingsInCategory(editor, mButtonsCategory);
+            clearBindingsInCategory(editor, mAxisCategory);
+            clearBindingsInCategory(editor, mSettingsCategory);
+            editor.commit();
+
+            Toast.makeText(activity, activity.getString(
+                    R.string.controller_settings_clear_controller_bindings_done, controllerIndex),
+                    Toast.LENGTH_LONG).show();
+        }
     }
 
     public static class HotkeyFragment extends PreferenceFragmentCompat {
diff --git a/android/app/src/main/res/values/strings.xml b/android/app/src/main/res/values/strings.xml
index ccb54697e..76df7e7cd 100644
--- a/android/app/src/main/res/values/strings.xml
+++ b/android/app/src/main/res/values/strings.xml
@@ -312,6 +312,15 @@
     <string name="memory_card_editor_import_card_failed">Failed to import card \'%s\'. It may not be a supported format.</string>
     <string name="memory_card_editor_import_card_success">Imported card \'%s\'.</string>
     <string name="menu_game_list_entry_choose_cover_image">Choose Cover Image</string>
+    <string name="controller_settings_automatic_mapping">Perform Automatic Mapping</string>
+    <string name="controller_settings_summary_automatic_mapping">Attempts to automatically bind all buttons/axes to a connected controller.</string>
+    <string name="controller_settings_clear_controller_bindings">Clear Bindings</string>
+    <string name="controller_settings_summary_clear_controller_bindings">Unbinds all buttons/axes for this controller.</string>
+    <string name="controller_settings_clear_controller_bindings_confirm">Are you sure you want to clear all bindings? This cannot be reversed.</string>
+    <string name="controller_settings_clear_controller_bindings_done">All bindings cleared for Controller %d.</string>
+    <string name="controller_auto_mapping_no_devices">No suitable devices found. Automatic binding only supports gamepad devices, but you can still bind other device types manually.</string>
+    <string name="controller_auto_mapping_select_device">Select Device</string>
+    <string name="controller_auto_mapping_results">Automatic Binding Results</string>
     <string name="update_notes_title">Update Notes</string>
     <string name="update_notes_message_version_controller_update">This DuckStation update includes support for multiple controllers, and binding devices such as keyboards/volume buttons.\n\nYou must re-bind your controllers, otherwise they will no longer function. Do you want to do this now?</string>
 </resources>