diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
index 5c35cb6..56aacb1 100644
--- a/frontend/src/App.tsx
+++ b/frontend/src/App.tsx
@@ -58,6 +58,7 @@ function App() {
   const [, setActiveCardFeature] = useState<PropertyFeature | null>(null);
   const [showReviewMode, setShowReviewMode] = useState(false);
   const [selectedListingId, setSelectedListingId] = useState<number | null>(null);
+  const [bottomSheetSnap, setBottomSheetSnap] = useState<string | number | null>("148px");
 
   // Decision state (like/dislike)
   const { decide, clear, getDecision, likedCount, isLoaded: isDecisionsLoaded } = useDecisions(user);
@@ -487,7 +488,12 @@ function App() {
       </div>
 
       {/* Filter & Review FABs */}
-      <div className="fixed bottom-24 right-4 z-50 flex flex-col gap-2">
+      <div
+        className={`fixed right-4 z-50 flex flex-col gap-2 transition-all duration-200 ${
+          bottomSheetSnap === 0.85 ? 'hidden' : ''
+        }`}
+        style={{ bottom: bottomSheetSnap === '148px' ? '11rem' : '7rem' }}
+      >
         <Button
           size="lg"
           variant="outline"
@@ -541,6 +547,7 @@ function App() {
           highlightedPropertyUrl={highlightedProperty}
           onActiveListingChange={handleActiveListingChange}
           poiMetricSelection={poiMetricSelection}
+          onSnapChange={setBottomSheetSnap}
         />
       )}
     </>
diff --git a/frontend/src/AppSidebar.tsx b/frontend/src/AppSidebar.tsx
deleted file mode 100644
index 03e172d..0000000
--- a/frontend/src/AppSidebar.tsx
+++ /dev/null
@@ -1,89 +0,0 @@
-import {
-    Sidebar,
-    SidebarContent,
-    SidebarGroup,
-    SidebarGroupContent,
-    SidebarGroupLabel,
-    SidebarHeader,
-    SidebarMenu,
-    SidebarMenuButton,
-    SidebarMenuItem,
-    SidebarRail,
-} from "@/components/ui/sidebar"
-import * as React from "react"
-
-const data = {
-    navMain: [
-        {
-            title: "Property Explorer",
-            url: "#",
-            items: [
-                {
-                    title: "Map View",
-                    url: "#",
-                    isActive: true,
-                },
-                {
-                    title: "List View",
-                    url: "#",
-                },
-            ],
-        },
-        {
-            title: "Data Management",
-            url: "#",
-            items: [
-                {
-                    title: "Refresh Listings",
-                    url: "#",
-                },
-                {
-                    title: "Active Tasks",
-                    url: "#",
-                },
-            ],
-        },
-        {
-            title: "Settings",
-            url: "#",
-            items: [
-                {
-                    title: "Preferences",
-                    url: "#",
-                },
-                {
-                    title: "Account",
-                    url: "#",
-                },
-            ],
-        },
-    ],
-}
-
-export function AppSidebar({ ...props }: React.ComponentProps<typeof Sidebar>) {
-    return (
-        <Sidebar {...props}>
-            <SidebarHeader>
-            </SidebarHeader>
-            <SidebarContent>
-                {data.navMain.map((item) => (
-                    <SidebarGroup key={item.title}>
-                        <SidebarGroupLabel>{item.title}</SidebarGroupLabel>
-                        <SidebarGroupContent>
-                            <SidebarMenu>
-                                {item.items.map((subItem) => (
-                                    <SidebarMenuItem key={subItem.title}>
-                                        <SidebarMenuButton asChild isActive={subItem.isActive}>
-                                            <a href={subItem.url}>{subItem.title}</a>
-                                        </SidebarMenuButton>
-                                    </SidebarMenuItem>
-                                ))}
-                            </SidebarMenu>
-                        </SidebarGroupContent>
-                    </SidebarGroup>
-                ))}
-            </SidebarContent>
-            <SidebarRail />
-        </Sidebar>
-    )
-}
diff --git a/frontend/src/components/ActiveQuery.tsx b/frontend/src/components/ActiveQuery.tsx
deleted file mode 100644
index 1375366..0000000
--- a/frontend/src/components/ActiveQuery.tsx
+++ /dev/null
@@ -1,159 +0,0 @@
-import { getUser } from '@/auth/authService';
-import { getStoredPasskeyUser } from '@/auth/passkeyService';
-import { fromOidcUser, type AuthUser } from '@/auth/types';
-import { POLLING_INTERVALS } from '@/constants';
-import { fetchTaskStatus, cancelTask } from '@/services';
-import { TaskStatus, type TaskResult } from '@/types';
-import React, { useEffect, useState } from 'react';
-import AlertError from './AlertError';
-import { Spinner } from './Spinner';
-import { HoverCard, HoverCardContent, HoverCardTrigger } from './ui/hover-card';
-import { Progress } from './ui/progress';
-import { Button } from './ui/button';
-import { X } from 'lucide-react';
-
-interface ActiveQueryProps {
-    taskID: string | null;
-    onTaskCancelled?: () => void;
-}
-
-const ActiveQuery: React.FC<ActiveQueryProps> = ({ taskID, onTaskCancelled }) => {
-    const [user, setUser] = useState<AuthUser | null>(null);
-    useEffect(() => {
-        const passkeyUser = getStoredPasskeyUser();
-        if (passkeyUser) {
-            setUser(passkeyUser);
-        } else {
-            getUser().then((oidcUser) => {
-                if (oidcUser) setUser(fromOidcUser(oidcUser));
-            });
-        }
-    }, []);
-
-    const [progressPercentage, setProgressPercentage] = useState<number>(0);
-    const [taskStatus, setTaskStatus] = useState<TaskStatus | null>(TaskStatus.PENDING);
-    const [lastUpdateTime, setLastUpdateTime] = useState<Date>(new Date());
-    const [fetchStatusError, setFetchStatusError] = useState<string | null>(null);
-    const [alertDialogIsOpen, setAlertDialogIsOpen] = useState(false);
-    const [isCancelling, setIsCancelling] = useState(false);
-
-    const handleCancelTask = async () => {
-        if (!user || !taskID || isCancelling) return;
-
-        setIsCancelling(true);
-        try {
-            const result = await cancelTask(user, taskID);
-            if (result.success) {
-                setTaskStatus(TaskStatus.REVOKED);
-                onTaskCancelled?.();
-            } else {
-                setFetchStatusError(result.message);
-                setAlertDialogIsOpen(true);
-            }
-        } catch (error) {
-            setFetchStatusError(error instanceof Error ? error.message : 'Failed to cancel task');
-            setAlertDialogIsOpen(true);
-        } finally {
-            setIsCancelling(false);
-        }
-    };
-
-    const pollTaskStatus = async (interval: NodeJS.Timeout) => {
-        if (!user || !taskID) {
-            return;
-        }
-
-        try {
-            const data = await fetchTaskStatus(user, taskID);
-            setLastUpdateTime(new Date());
-            const status = data.status as TaskStatus;
-            setTaskStatus(status);
-
-            if (status === TaskStatus.FAILURE || status === TaskStatus.REVOKED) {
-                clearInterval(interval);
-                setFetchStatusError('Task failed with status: ' + status);
-                setAlertDialogIsOpen(true);
-                return;
-            }
-
-            if (status === TaskStatus.SUCCESS) {
-                clearInterval(interval);
-                setProgressPercentage(100);
-                return;
-            }
-
-            // Only parse result for in-progress tasks
-            if (data.result) {
-                try {
-                    const parsedResult: TaskResult = JSON.parse(data.result);
-                    setProgressPercentage(parsedResult.progress * 100);
-                } catch {
-                    // Result parsing failed, but task is still running - ignore
-                }
-            }
-        } catch (error) {
-            clearInterval(interval);
-            setTaskStatus(TaskStatus.FAILURE);
-            setAlertDialogIsOpen(true);
-            if (error instanceof Error) {
-                setFetchStatusError(error.message);
-            } else {
-                setFetchStatusError('Failed to update task status: ' + String(error));
-            }
-        }
-    };
-
-    useEffect(() => {
-        const interval = setInterval(
-            () => pollTaskStatus(interval),
-            POLLING_INTERVALS.TASK_STATUS_MS
-        );
-        return () => clearInterval(interval);
-        // eslint-disable-next-line react-hooks/exhaustive-deps
-    }, [taskID, user]);
-
-    if (!taskID) {
-        return null;
-    }
-
-    const isInProgress = taskStatus &&
-        taskStatus !== TaskStatus.SUCCESS &&
-        taskStatus !== TaskStatus.FAILURE &&
-        taskStatus !== TaskStatus.REVOKED;
-
-    return (
-        <>
-            <div className="flex items-center gap-2 p-2 border-t bg-muted/50">
-                <HoverCard>
-                    <HoverCardTrigger className="flex-1">
-                        <div className="flex items-center gap-2">
-                            {taskStatus && <span className="text-sm">Task: {taskStatus}</span>}
-                            {isInProgress && <Spinner />}
-                        </div>
-                        <Progress value={progressPercentage} className="mt-1" />
-                    </HoverCardTrigger>
-                    <HoverCardContent>
-                        Task ID: {taskID}
-                        <br />
-                        Last updated: {lastUpdateTime.toLocaleString()}
-                    </HoverCardContent>
-                </HoverCard>
-                {isInProgress && (
-                    <Button
-                        variant="ghost"
-                        size="sm"
-                        onClick={handleCancelTask}
-                        disabled={isCancelling}
-                        className="h-8 px-2 text-destructive hover:text-destructive hover:bg-destructive/10"
-                    >
-                        <X className="h-4 w-4" />
-                        <span className="ml-1 hidden sm:inline">Cancel</span>
-                    </Button>
-                )}
-            </div>
-            <AlertError message={fetchStatusError} open={alertDialogIsOpen} setIsOpen={setAlertDialogIsOpen} />
-        </>
-    );
-};
-
-export default ActiveQuery;
diff --git a/frontend/src/components/FilterPanel.tsx b/frontend/src/components/FilterPanel.tsx
index fe9f22d..111f992 100644
--- a/frontend/src/components/FilterPanel.tsx
+++ b/frontend/src/components/FilterPanel.tsx
@@ -554,7 +554,7 @@ export function FilterPanel({ onSubmit, currentMetric, isLoading, listingCount,
                     ) : (
                         <>
                             <Filter className="mr-2 h-4 w-4" />
-                            Apply Filters
+                            Show Matching Listings
                         </>
                     )}
                 </Button>
@@ -565,8 +565,9 @@ export function FilterPanel({ onSubmit, currentMetric, isLoading, listingCount,
                     disabled={isLoading}
                 >
                     <RefreshCw className="mr-2 h-4 w-4" />
-                    Refresh Data
+                    Scrape New from Rightmove
                 </Button>
+                <p className="text-xs text-muted-foreground text-center">Triggers a live crawl — may take several minutes</p>
             </div>
         </div>
     );
diff --git a/frontend/src/components/Map.tsx b/frontend/src/components/Map.tsx
index fc1dd5a..5afec72 100644
--- a/frontend/src/components/Map.tsx
+++ b/frontend/src/components/Map.tsx
@@ -1,7 +1,7 @@
 import * as d3 from "d3";
 import mapboxgl from "mapbox-gl";
 import 'mapbox-gl/dist/mapbox-gl.css';
-import { useEffect, useRef, useMemo, useCallback } from "react";
+import { useEffect, useRef, useMemo, useCallback, useState } from "react";
 import { Crosshair } from "lucide-react";
 import { createRoot } from 'react-dom/client';
 import "../assets/Map.css";
@@ -32,6 +32,10 @@ interface MapProps {
 export function Map(props: MapProps) {
     const data = props.listingData;
 
+    const [showMapHint, setShowMapHint] = useState(() => {
+        return localStorage.getItem('map-hint-dismissed') !== 'true';
+    });
+
     const mapRef = useRef<mapboxgl.Map | null>(null);
     const mapContainerRef = useRef<HTMLDivElement | null>(null);
     const heatmapRef = useRef<HexgridHeatmapClient | null>(null);
@@ -421,6 +425,20 @@ export function Map(props: MapProps) {
                     </button>
                 </div>
             )}
+            {!props.isPickingPOI && showMapHint && (
+                <div className="absolute top-12 left-1/2 -translate-x-1/2 z-10 bg-primary text-primary-foreground px-4 py-2 rounded-lg shadow-lg flex items-center gap-3 text-sm font-medium">
+                    Click on colored areas to view properties
+                    <button
+                        onClick={() => {
+                            setShowMapHint(false);
+                            localStorage.setItem('map-hint-dismissed', 'true');
+                        }}
+                        className="ml-1 px-2 py-0.5 bg-primary-foreground/20 hover:bg-primary-foreground/30 rounded text-xs transition-colors"
+                    >
+                        Got it
+                    </button>
+                </div>
+            )}
             <div id="legend">
                 <svg id="svg"></svg>
             </div>
diff --git a/frontend/src/components/MobileBottomSheet.tsx b/frontend/src/components/MobileBottomSheet.tsx
index a69e467..3337fe6 100644
--- a/frontend/src/components/MobileBottomSheet.tsx
+++ b/frontend/src/components/MobileBottomSheet.tsx
@@ -1,4 +1,4 @@
-import { useState, useMemo, useCallback } from 'react';
+import { useState, useMemo, useCallback, useEffect } from 'react';
 import { Drawer } from 'vaul';
 import { MapPin, PoundSterling } from 'lucide-react';
 import { SwipeableCardRow } from './SwipeableCardRow';
@@ -11,6 +11,7 @@ interface MobileBottomSheetProps {
     highlightedPropertyUrl?: string | null;
     onActiveListingChange?: (feature: PropertyFeature | null) => void;
     poiMetricSelection?: { poiId: number; travelMode: string } | null;
+    onSnapChange?: (snap: string | number | null) => void;
 }
 
 function formatCurrency(value: number): string {
@@ -24,10 +25,16 @@ export function MobileBottomSheet({
     highlightedPropertyUrl,
     onActiveListingChange,
     poiMetricSelection,
+    onSnapChange,
 }: MobileBottomSheetProps) {
     const [snap, setSnap] = useState<string | number | null>("148px");
     const [activeCardIndex, setActiveCardIndex] = useState(0);
 
+    // Notify parent when snap changes
+    useEffect(() => {
+        onSnapChange?.(snap);
+    }, [snap, onSnapChange]);
+
     const features = listingData?.features ?? [];
 
     const stats = useMemo(() => {
diff --git a/frontend/src/components/PropertyCard.tsx b/frontend/src/components/PropertyCard.tsx
index 7b3a8b9..e4c1767 100644
--- a/frontend/src/components/PropertyCard.tsx
+++ b/frontend/src/components/PropertyCard.tsx
@@ -86,7 +86,7 @@ function AllPOIDistances({ pois, distances }: { pois: POI[]; distances?: POIDist
     );
 }
 
-function CardCarousel({ photos }: { photos: string[] }) {
+function CardCarousel({ photos, altText }: { photos: string[]; altText?: string }) {
     const [emblaRef, emblaApi] = useEmblaCarousel({ loop: true });
     const [selectedIndex, setSelectedIndex] = useState(0);
 
@@ -105,7 +105,7 @@ function CardCarousel({ photos }: { photos: string[] }) {
         return (
             <img
                 src={photos[0]}
-                alt="Property"
+                alt={altText || "Property"}
                 className="w-full h-full object-cover"
                 loading="lazy"
             />
@@ -120,7 +120,7 @@ function CardCarousel({ photos }: { photos: string[] }) {
                         <div key={i} className="flex-[0_0_100%] min-w-0 h-full">
                             <img
                                 src={url}
-                                alt={`Photo ${i + 1}`}
+                                alt={`Property photo ${i + 1}`}
                                 className="w-full h-full object-cover"
                                 loading="lazy"
                             />
@@ -187,7 +187,10 @@ export function PropertyCard({
                 {/* Photo carousel */}
                 <div className="w-24 h-24 rounded-md overflow-hidden flex-shrink-0 bg-muted">
                     {(property.photos?.length || property.photo_thumbnail) ? (
-                        <CardCarousel photos={property.photos?.length ? property.photos : [property.photo_thumbnail]} />
+                        <CardCarousel
+                            photos={property.photos?.length ? property.photos : [property.photo_thumbnail]}
+                            altText={`${property.rooms}-bed, ${property.qm}m², £${property.total_price.toLocaleString()}`}
+                        />
                     ) : null}
                 </div>
 
@@ -248,7 +251,7 @@ export function PropertyCard({
                     {property.photo_thumbnail && (
                         <img
                             src={property.photo_thumbnail}
-                            alt="Property"
+                            alt={`${property.rooms}-bed, ${property.qm}m², £${property.total_price.toLocaleString()}`}
                             className="w-full h-full object-cover"
                         />
                     )}
diff --git a/frontend/src/components/PropertyCardCompact.tsx b/frontend/src/components/PropertyCardCompact.tsx
index 932e7da..28e945c 100644
--- a/frontend/src/components/PropertyCardCompact.tsx
+++ b/frontend/src/components/PropertyCardCompact.tsx
@@ -37,7 +37,7 @@ export function PropertyCardCompact({
                 {property.photo_thumbnail && (
                     <img
                         src={property.photo_thumbnail}
-                        alt="Property"
+                        alt={`${property.rooms}-bed, £${property.total_price.toLocaleString()}`}
                         className="w-full h-full object-cover"
                     />
                 )}
diff --git a/frontend/src/components/SavedView.tsx b/frontend/src/components/SavedView.tsx
deleted file mode 100644
index bb3fe5d..0000000
--- a/frontend/src/components/SavedView.tsx
+++ /dev/null
@@ -1,61 +0,0 @@
-import { useMemo } from 'react';
-import { Virtuoso } from 'react-virtuoso';
-import { Heart } from 'lucide-react';
-import { PropertyCard } from './PropertyCard';
-import type { GeoJSONFeatureCollection, PropertyFeature, DecisionType } from '@/types';
-
-interface SavedViewProps {
-  listingData: GeoJSONFeatureCollection;
-  getDecision: (listingId: number, listingType?: string) => DecisionType | undefined;
-}
-
-function getListingId(feature: PropertyFeature): number {
-  const parts = feature.properties.url.split('/');
-  return parseInt(parts[parts.length - 1], 10);
-}
-
-export function SavedView({ listingData, getDecision }: SavedViewProps) {
-  const savedFeatures = useMemo(() => {
-    return listingData.features.filter((f) => {
-      const id = getListingId(f);
-      const type = f.properties.listing_type === 'BUY' ? 'BUY' : 'RENT';
-      return getDecision(id, type) === 'liked';
-    });
-  }, [listingData, getDecision]);
-
-  if (savedFeatures.length === 0) {
-    return (
-      <div className="flex-1 flex items-center justify-center">
-        <div className="text-center p-8">
-          <Heart className="h-12 w-12 mx-auto mb-4 text-muted-foreground" />
-          <p className="text-xl font-semibold mb-2">No saved properties yet</p>
-          <p className="text-muted-foreground">
-            Use the Review mode to swipe through properties and save ones you like.
-          </p>
-        </div>
-      </div>
-    );
-  }
-
-  return (
-    <div className="h-full flex flex-col bg-background">
-      <div className="px-3 py-2 text-sm text-muted-foreground border-b">
-        {savedFeatures.length} saved {savedFeatures.length === 1 ? 'property' : 'properties'}
-      </div>
-      <Virtuoso
-        className="flex-1"
-        data={savedFeatures}
-        overscan={200}
-        itemContent={(_index, feature) => (
-          <div className="px-3 pb-2 first:pt-3">
-            <PropertyCard
-              key={feature.properties.url}
-              property={feature.properties}
-              variant="compact"
-            />
-          </div>
-        )}
-      />
-    </div>
-  );
-}
diff --git a/frontend/src/components/SwipeCard.tsx b/frontend/src/components/SwipeCard.tsx
index 4ed15c4..c9883f6 100644
--- a/frontend/src/components/SwipeCard.tsx
+++ b/frontend/src/components/SwipeCard.tsx
@@ -1,4 +1,4 @@
-import { useRef, useState, useCallback, useEffect } from 'react';
+import { useRef, useState, useCallback, useEffect, useMemo } from 'react';
 import { animated, useSpring } from '@react-spring/web';
 import { useDrag } from '@use-gesture/react';
 import useEmblaCarousel from 'embla-carousel-react';
@@ -20,6 +20,11 @@ export function SwipeCard({ feature, onSwipe, onTap, isTop, stackIndex }: SwipeC
   const p = feature.properties;
   const photos = p.photos?.length ? p.photos : p.photo_thumbnail ? [p.photo_thumbnail] : [];
 
+  const prefersReducedMotion = useMemo(
+    () => window.matchMedia('(prefers-reduced-motion: reduce)').matches,
+    [],
+  );
+
   const [emblaRef, emblaApi] = useEmblaCarousel({ loop: true });
   const [selectedPhoto, setSelectedPhoto] = useState(0);
 
@@ -41,6 +46,7 @@ export function SwipeCard({ feature, onSwipe, onTap, isTop, stackIndex }: SwipeC
     scale: 1 - stackIndex * 0.05,
     opacity: stackIndex <= 2 ? 1 : 0,
     config: { tension: 300, friction: 25 },
+    immediate: prefersReducedMotion,
   }));
 
   const bind = useDrag(
@@ -118,7 +124,7 @@ export function SwipeCard({ feature, onSwipe, onTap, isTop, stackIndex }: SwipeC
                 <div className="flex h-full">
                   {photos.map((url, i) => (
                     <div key={i} className="flex-[0_0_100%] min-w-0 h-full">
-                      <img src={url} alt={`Photo ${i + 1}`} className="w-full h-full object-cover" loading="lazy" />
+                      <img src={url} alt={`Property photo ${i + 1}`} className="w-full h-full object-cover" loading="lazy" />
                     </div>
                   ))}
                 </div>
@@ -144,7 +150,7 @@ export function SwipeCard({ feature, onSwipe, onTap, isTop, stackIndex }: SwipeC
               </div>
             </>
           ) : photos.length === 1 ? (
-            <img src={photos[0]} alt="Property" className="w-full h-full object-cover" />
+            <img src={photos[0]} alt={`${p.rooms}-bed, ${p.qm}m², £${p.total_price.toLocaleString()}`} className="w-full h-full object-cover" />
           ) : null}
           <button
             className="absolute top-3 right-3 bg-background/80 backdrop-blur-sm rounded-full p-2 z-20"
diff --git a/frontend/src/components/SwipeReviewMode.tsx b/frontend/src/components/SwipeReviewMode.tsx
index 0339f0a..cb3895c 100644
--- a/frontend/src/components/SwipeReviewMode.tsx
+++ b/frontend/src/components/SwipeReviewMode.tsx
@@ -46,6 +46,9 @@ export function SwipeReviewMode({
 
   const [currentIndex, setCurrentIndex] = useState(0);
   const [history, setHistory] = useState<HistoryEntry[]>([]);
+  const [showOnboarding, setShowOnboarding] = useState(() => {
+    return localStorage.getItem('swipe-review-onboarded') !== 'true';
+  });
 
   const handleSwipe = useCallback(
     (direction: 'left' | 'right' | 'up') => {
@@ -142,41 +145,85 @@ export function SwipeReviewMode({
       {/* Action buttons */}
       {!isFinished && (
         <div className="flex items-center justify-center gap-6 py-6 px-4">
-          <Button
-            variant="outline"
-            size="lg"
-            className="rounded-full h-14 w-14 border-red-300 text-red-500 hover:bg-red-50"
-            onClick={() => handleSwipe('left')}
-          >
-            <X className="h-6 w-6" />
-          </Button>
+          <div className="flex flex-col items-center gap-1">
+            <Button
+              variant="outline"
+              size="lg"
+              className="rounded-full h-14 w-14 border-red-300 text-red-500 hover:bg-red-50"
+              onClick={() => handleSwipe('left')}
+            >
+              <X className="h-6 w-6" />
+            </Button>
+            <span className="text-xs text-muted-foreground">Dislike</span>
+          </div>
 
-          <Button
-            variant="outline"
-            size="sm"
-            className="rounded-full h-10 w-10"
-            onClick={handleUndo}
-            disabled={history.length === 0}
-          >
-            <Undo2 className="h-4 w-4" />
-          </Button>
+          <div className="flex flex-col items-center gap-1">
+            <Button
+              variant="outline"
+              size="sm"
+              className="rounded-full h-10 w-10"
+              onClick={handleUndo}
+              disabled={history.length === 0}
+            >
+              <Undo2 className="h-4 w-4" />
+            </Button>
+            <span className="text-xs text-muted-foreground">Undo</span>
+          </div>
 
-          <Button
-            variant="outline"
-            size="sm"
-            className="rounded-full h-10 w-10"
-            onClick={() => handleSwipe('up')}
-          >
-            <ArrowUp className="h-4 w-4" />
-          </Button>
+          <div className="flex flex-col items-center gap-1">
+            <Button
+              variant="outline"
+              size="sm"
+              className="rounded-full h-10 w-10"
+              onClick={() => handleSwipe('up')}
+            >
+              <ArrowUp className="h-4 w-4" />
+            </Button>
+            <span className="text-xs text-muted-foreground">Skip</span>
+          </div>
 
+          <div className="flex flex-col items-center gap-1">
+            <Button
+              variant="outline"
+              size="lg"
+              className="rounded-full h-14 w-14 border-green-300 text-green-500 hover:bg-green-50"
+              onClick={() => handleSwipe('right')}
+            >
+              <Heart className="h-6 w-6" />
+            </Button>
+            <span className="text-xs text-muted-foreground">Like</span>
+          </div>
+        </div>
+      )}
+
+      {/* Onboarding overlay */}
+      {showOnboarding && (
+        <div className="absolute inset-0 z-50 bg-black/60 flex flex-col items-center justify-center gap-8 p-8">
+          <div className="flex items-center gap-12 text-white">
+            <div className="flex flex-col items-center gap-2">
+              <X className="h-10 w-10 text-red-400" />
+              <span className="text-sm font-medium">Swipe left</span>
+              <span className="text-xs text-white/70">Dislike</span>
+            </div>
+            <div className="flex flex-col items-center gap-2">
+              <ArrowUp className="h-10 w-10 text-white/80" />
+              <span className="text-sm font-medium">Swipe up</span>
+              <span className="text-xs text-white/70">Skip</span>
+            </div>
+            <div className="flex flex-col items-center gap-2">
+              <Heart className="h-10 w-10 text-green-400" />
+              <span className="text-sm font-medium">Swipe right</span>
+              <span className="text-xs text-white/70">Like</span>
+            </div>
+          </div>
           <Button
-            variant="outline"
-            size="lg"
-            className="rounded-full h-14 w-14 border-green-300 text-green-500 hover:bg-green-50"
-            onClick={() => handleSwipe('right')}
+            variant="secondary"
+            onClick={() => {
+              setShowOnboarding(false);
+              localStorage.setItem('swipe-review-onboarded', 'true');
+            }}
           >
-            <Heart className="h-6 w-6" />
+            Got it
           </Button>
         </div>
       )}
diff --git a/frontend/src/index.css b/frontend/src/index.css
index d6d113b..ebccdef 100644
--- a/frontend/src/index.css
+++ b/frontend/src/index.css
@@ -153,3 +153,12 @@
         display: none;
     }
 }
+
+@media (prefers-reduced-motion: reduce) {
+  *, *::before, *::after {
+    animation-duration: 0.01ms !important;
+    animation-iteration-count: 1 !important;
+    transition-duration: 0.01ms !important;
+    scroll-behavior: auto !important;
+  }
+}
diff --git a/frontend/tsconfig.app.tsbuildinfo b/frontend/tsconfig.app.tsbuildinfo
index 0a12a15..700bd10 100644
--- a/frontend/tsconfig.app.tsbuildinfo
+++ b/frontend/tsconfig.app.tsbuildinfo
@@ -1 +1 @@
-{"root":["./src/app.tsx","./src/appsidebar.tsx","./src/main.tsx","./src/vite-env.d.ts","./src/auth/authservice.ts","./src/auth/config.ts","./src/auth/errors.ts","./src/auth/passkeyservice.ts","./src/auth/types.ts","./src/components/activequery.tsx","./src/components/alerterror.tsx","./src/components/authcallback.tsx","./src/components/favoritesview.tsx","./src/components/filterpanel.tsx","./src/components/header.tsx","./src/components/healthindicator.tsx","./src/components/listview.tsx","./src/components/listingdetail.tsx","./src/components/listingdetailsheet.tsx","./src/components/loginmodal.tsx","./src/components/map.tsx","./src/components/mobilebottomsheet.tsx","./src/components/mobilemenu.tsx","./src/components/poimanager.tsx","./src/components/photocarousel.tsx","./src/components/propertycard.tsx","./src/components/propertycardcompact.tsx","./src/components/savedview.tsx","./src/components/spinner.tsx","./src/components/statsbar.tsx","./src/components/streamingprogressbar.tsx","./src/components/swipecard.tsx","./src/components/swipereviewmode.tsx","./src/components/swipeablecardrow.tsx","./src/components/swipeablepropertycard.tsx","./src/components/taskindicator.tsx","./src/components/taskprogressdrawer.tsx","./src/components/visualizationcard.tsx","./src/components/ui/datepicker.tsx","./src/components/ui/accordion.tsx","./src/components/ui/alert-dialog.tsx","./src/components/ui/breadcrumb.tsx","./src/components/ui/button.tsx","./src/components/ui/calendar.tsx","./src/components/ui/checkbox.tsx","./src/components/ui/dialog.tsx","./src/components/ui/form.tsx","./src/components/ui/hover-card.tsx","./src/components/ui/input.tsx","./src/components/ui/label.tsx","./src/components/ui/popover.tsx","./src/components/ui/progress.tsx","./src/components/ui/range-slider-field.tsx","./src/components/ui/scroll-area.tsx","./src/components/ui/select.tsx","./src/components/ui/separator.tsx","./src/components/ui/sheet.tsx","./src/components/ui/sidebar.tsx","./src/components/ui/skeleton.tsx","./src/components/ui/slider.tsx","./src/components/ui/tabs.tsx","./src/components/ui/tooltip.tsx","./src/constants/colorschemes.ts","./src/constants/index.ts","./src/hooks/use-mobile.ts","./src/hooks/usedecisions.ts","./src/hooks/uselistingdetail.ts","./src/hooks/usetaskprogress.ts","./src/lib/utils.ts","./src/services/apiclient.ts","./src/services/decisionservice.ts","./src/services/healthservice.ts","./src/services/index.ts","./src/services/listingdetailservice.ts","./src/services/listingservice.ts","./src/services/perfcollector.ts","./src/services/poiservice.ts","./src/services/streamingservice.ts","./src/services/taskservice.ts","./src/types/index.ts","./src/utils/maputils.ts","./src/utils/poiutils.ts","./src/workers/hexgridheatmapclient.ts","./src/workers/hexgrid.worker.ts","./src/workers/types.ts"],"version":"5.8.3"}
\ No newline at end of file
+{"root":["./src/app.tsx","./src/main.tsx","./src/vite-env.d.ts","./src/auth/authservice.ts","./src/auth/config.ts","./src/auth/errors.ts","./src/auth/passkeyservice.ts","./src/auth/types.ts","./src/components/alerterror.tsx","./src/components/authcallback.tsx","./src/components/favoritesview.tsx","./src/components/filterpanel.tsx","./src/components/header.tsx","./src/components/healthindicator.tsx","./src/components/listview.tsx","./src/components/listingdetail.tsx","./src/components/listingdetailsheet.tsx","./src/components/loginmodal.tsx","./src/components/map.tsx","./src/components/mobilebottomsheet.tsx","./src/components/mobilemenu.tsx","./src/components/poimanager.tsx","./src/components/photocarousel.tsx","./src/components/propertycard.tsx","./src/components/propertycardcompact.tsx","./src/components/spinner.tsx","./src/components/statsbar.tsx","./src/components/streamingprogressbar.tsx","./src/components/swipecard.tsx","./src/components/swipereviewmode.tsx","./src/components/swipeablecardrow.tsx","./src/components/swipeablepropertycard.tsx","./src/components/taskindicator.tsx","./src/components/taskprogressdrawer.tsx","./src/components/visualizationcard.tsx","./src/components/ui/datepicker.tsx","./src/components/ui/accordion.tsx","./src/components/ui/alert-dialog.tsx","./src/components/ui/breadcrumb.tsx","./src/components/ui/button.tsx","./src/components/ui/calendar.tsx","./src/components/ui/checkbox.tsx","./src/components/ui/dialog.tsx","./src/components/ui/form.tsx","./src/components/ui/hover-card.tsx","./src/components/ui/input.tsx","./src/components/ui/label.tsx","./src/components/ui/popover.tsx","./src/components/ui/progress.tsx","./src/components/ui/range-slider-field.tsx","./src/components/ui/scroll-area.tsx","./src/components/ui/select.tsx","./src/components/ui/separator.tsx","./src/components/ui/sheet.tsx","./src/components/ui/sidebar.tsx","./src/components/ui/skeleton.tsx","./src/components/ui/slider.tsx","./src/components/ui/tabs.tsx","./src/components/ui/tooltip.tsx","./src/constants/colorschemes.ts","./src/constants/index.ts","./src/hooks/use-mobile.ts","./src/hooks/usedecisions.ts","./src/hooks/uselistingdetail.ts","./src/hooks/usetaskprogress.ts","./src/lib/utils.ts","./src/services/apiclient.ts","./src/services/decisionservice.ts","./src/services/healthservice.ts","./src/services/index.ts","./src/services/listingdetailservice.ts","./src/services/listingservice.ts","./src/services/perfcollector.ts","./src/services/poiservice.ts","./src/services/streamingservice.ts","./src/services/taskservice.ts","./src/types/index.ts","./src/utils/maputils.ts","./src/utils/poiutils.ts","./src/workers/hexgridheatmapclient.ts","./src/workers/hexgrid.worker.ts","./src/workers/types.ts"],"version":"5.8.3"}
\ No newline at end of file