fine

.gitignore

@@ -27,5 +27,5 @@ video/auth.*
 r5-java/tmp
 property-data
 property-data-snapshot
-property-data-snapshot2
+property-data-snapshot*
 video/.audit*

docker-compose.yml

@@ -30,6 +30,13 @@ services:
             - cargo-home:/usr/local/cargo
             - cargo-target:/app/server-rs/target
         environment:
+            # Disable incremental compilation. cargo-watch does incremental
+            # rebuilds over the mounted source; editing a struct with a generic
+            # serde impl mid-flight can corrupt the incremental cache and produce
+            # `rust-lld: undefined hidden symbol ...::serialize` link failures
+            # that never resolve until a clean rebuild. Off = slightly slower
+            # warm rebuilds, but no such corruption.
+            CARGO_INCREMENTAL: "0"
             # Fallback only: the binary uses jemalloc as its global allocator
             # (tuned via a baked-in malloc_conf). Caps glibc to 2 arenas.
             MALLOC_ARENA_MAX: "2"

finder/price_history.py

@@ -0,0 +1,120 @@
+"""Forward-only asking-price history, accrued across recurring scrape runs.
+
+Rightmove (and the other portals) never expose a listing's full asking-price
+timeline: a detail page carries only the current price plus one most-recent
+"Reduced on <date>" event, and the previous price is never published. The only
+way to obtain a real "listed at X, reduced to Y" series is therefore to record
+each listing's price ourselves every run and diff it over time.
+
+This module keeps a persistent, listing-id-keyed store of price observations:
+
+    {"<listing id>": [{"date": "YYYY-MM-DD", "price": 425000, "reason": "listed"},
+                      {"date": "YYYY-MM-DD", "price": 410000, "reason": "reduced"}]}
+
+Entries are oldest -> newest. A new point is appended only when the price
+actually changes (or on first sight), so an unchanged listing costs nothing. The
+store is seeded from / dumped to disk with the same atomic JSON helpers as the
+detail-postcode caches (see postcode_cache.py), so a recurring scrape extends the
+history rather than rebuilding it.
+
+Two hard limitations, both inherent to the data source:
+  * There is NO backfill. History accrues only from the first instrumented run;
+    prior asking prices cannot be reconstructed (portals don't publish them and
+    we kept no snapshots).
+  * On a listing's first sight we know exactly one price, so we record one point.
+    If the portal's own most-recent event says that price was itself a reduction/
+    increase, we date and label that single point accordingly; we still cannot
+    invent the pre-change price.
+"""
+
+import logging
+import re
+from pathlib import Path
+
+from postcode_cache import load_cache, save_cache
+
+log = logging.getLogger("rightmove")
+
+# Portal `listingUpdateReason` codes -> our canonical reasons. Anything not a
+# recognised price move (e.g. "new", "under_offer", "auction", or absent) leaves
+# the first-sight point labelled "listed" and never fabricates a change.
+_REASON_MAP = {
+    "price_reduced": "reduced",
+    "price_increased": "increased",
+}
+
+_ISO_DATE_RE = re.compile(r"^(\d{4}-\d{2}-\d{2})")
+
+
+def normalize_reason(raw: object) -> str | None:
+    """Map a portal update-reason code to 'reduced'/'increased', else None."""
+    if not isinstance(raw, str):
+        return None
+    return _REASON_MAP.get(raw.strip().lower())
+
+
+def _iso_to_date(value: object) -> str | None:
+    """Return the YYYY-MM-DD prefix of an ISO timestamp, or None."""
+    if not isinstance(value, str):
+        return None
+    match = _ISO_DATE_RE.match(value.strip())
+    return match.group(1) if match else None
+
+
+def load_history(path: str | Path) -> dict:
+    """Load the persisted asking-price history. Returns {} when absent/unreadable."""
+    return load_cache(path)
+
+
+def save_history(path: str | Path, history: dict) -> None:
+    """Atomically persist the asking-price history to disk."""
+    save_cache(path, history)
+
+
+def update_history(history: dict, listings: list[dict], run_date: str) -> None:
+    """Fold one run's listings into ``history`` in place.
+
+    ``run_date`` is the ISO date (YYYY-MM-DD) of the scrape. For each listing with
+    a stable id and a positive price:
+
+      * first sight -> append one point. Its date/reason come from the portal's
+        most-recent change event when that event is a price move (so a listing we
+        first meet already-reduced reads "Reduced on <event date>"); otherwise the
+        point is the "listed" price dated to ``first_visible_date`` (falling back
+        to ``run_date``).
+      * later runs -> append a point ONLY when the price differs from the last
+        recorded one, labelled "reduced"/"increased" by direction and dated to
+        ``run_date`` (we only know the change happened by this run).
+
+    An unchanged price is a no-op, so the series stays a list of genuine moves.
+    """
+    for listing in listings:
+        listing_id_raw = listing.get("id")
+        if listing_id_raw is None:
+            continue
+        listing_id = str(listing_id_raw).strip()
+        if not listing_id:
+            continue
+        try:
+            price = int(listing.get("price") or 0)
+        except (TypeError, ValueError):
+            continue
+        if price <= 0:
+            continue
+
+        entries = history.get(listing_id)
+        if not isinstance(entries, list) or not entries:
+            reason = normalize_reason(listing.get("listing_update_reason"))
+            if reason is not None:
+                date = _iso_to_date(listing.get("listing_update_date")) or run_date
+            else:
+                reason = "listed"
+                date = _iso_to_date(listing.get("first_visible_date")) or run_date
+            history[listing_id] = [{"date": date, "price": price, "reason": reason}]
+            continue
+
+        last_price = entries[-1].get("price")
+        if last_price == price:
+            continue
+        reason = "reduced" if last_price is not None and price < last_price else "increased"
+        entries.append({"date": run_date, "price": price, "reason": reason})

finder/scraper.py

@@ -5,6 +5,7 @@ import signal
 import time
 from concurrent.futures import ThreadPoolExecutor
 from contextlib import contextmanager
+from datetime import datetime, timezone
 from functools import partial
 from pathlib import Path
 from typing import Callable, Iterable
@@ -34,6 +35,7 @@ from postcode_cache import load_cache, save_cache
 from rightmove import resolve_outcode_id
 from rightmove import search_outcode as rightmove_search_outcode
 from spatial import PostcodeSpatialIndex
+from price_history import load_history, save_history, update_history
 from storage import write_parquet
 from zoopla import TurnstileError
 from zoopla import launch_browser as launch_zoopla_browser
@@ -839,7 +841,18 @@ def run_scrape(
     merged, source_counts, deduped = _merge_properties(results)
     output_path = output_base / "online_listings_buy.parquet"
     if merged:
-        write_parquet(merged, output_path)
+        # Accrue the per-listing asking-price history before writing: load the
+        # persistent store, append this run's price moves, dump it, then embed
+        # each listing's series in the parquet. Forward-only by nature — the
+        # first run seeds one point per listing and reductions appear over time.
+        history_path = output_base / "price_history" / "listings.json"
+        history = load_history(history_path)
+        run_date = (
+            datetime.fromtimestamp(started_at, tz=timezone.utc).strftime("%Y-%m-%d")
+        )
+        update_history(history, merged, run_date)
+        save_history(history_path, history)
+        write_parquet(merged, output_path, price_history=history)
     else:
         if output_path.exists():
             output_path.unlink()

finder/storage.py

@@ -10,8 +10,16 @@ from transform import map_property_type, normalize_postcode
 log = logging.getLogger("rightmove")
 
 
-def write_parquet(properties: list[dict], path: Path) -> None:
+def write_parquet(
-    """Write sale properties list to parquet with server-ready column names."""
+    properties: list[dict], path: Path, price_history: dict | None = None
+) -> None:
+    """Write sale properties list to parquet with server-ready column names.
+
+    ``price_history`` is the persistent listing-id -> [{date, price, reason}]
+    store (see finder/price_history.py); each listing's accrued asking-price
+    series is embedded as a ``price_history`` list column. Absent id -> empty
+    list, so pre-instrumentation runs and tests simply write empty series.
+    """
     if not properties:
         log.warning("No properties to write to %s", path)
         return
@@ -95,6 +103,14 @@ def write_parquet(properties: list[dict], path: Path) -> None:
     asking_prices = [p["price"] if p["price"] > 0 else None for p in properties]
     listing_statuses = ["For sale"] * len(properties)
 
+    # Accrued asking-price history per listing (oldest -> newest). Look up with
+    # the SAME normalisation the store keys on (str(id).strip(), matching
+    # price_history.update_history and scraper dedup); an unseen id -> empty.
+    history_lookup = price_history or {}
+    price_history_col = [
+        history_lookup.get(str(p.get("id")).strip(), []) for p in properties
+    ]
+
     df = pl.DataFrame(
         {
             "Bedrooms": [p["Bedrooms"] for p in properties],
@@ -144,6 +160,7 @@ def write_parquet(properties: list[dict], path: Path) -> None:
             "Listing date": listing_dates,
             "Listing status": listing_statuses,
             "Asking price": asking_prices,
+            "price_history": price_history_col,
         },
         schema={
             "Bedrooms": pl.Int32,
@@ -169,6 +186,11 @@ def write_parquet(properties: list[dict], path: Path) -> None:
             "Listing date": pl.Datetime("us"),
             "Listing status": pl.Utf8,
             "Asking price": pl.Int64,
+            "price_history": pl.List(
+                pl.Struct(
+                    {"date": pl.Utf8, "price": pl.Int64, "reason": pl.Utf8}
+                )
+            ),
         },
     )
 

finder/test_price_history.py

@@ -0,0 +1,77 @@
+"""Tests for the forward-only asking-price history store (price_history.py)."""
+
+from price_history import normalize_reason, update_history
+
+
+def test_first_sight_new_listing_records_listed_at_first_visible_date() -> None:
+    history: dict = {}
+    update_history(
+        history,
+        [{"id": "A", "price": 500000, "first_visible_date": "2026-07-01T09:00:00Z"}],
+        "2026-07-12",
+    )
+    assert history["A"] == [{"date": "2026-07-01", "price": 500000, "reason": "listed"}]
+
+
+def test_first_sight_already_reduced_uses_event_date_and_reason() -> None:
+    history: dict = {}
+    update_history(
+        history,
+        [
+            {
+                "id": "B",
+                "price": 425000,
+                "first_visible_date": "2026-06-01T09:00:00Z",
+                "listing_update_reason": "price_reduced",
+                "listing_update_date": "2026-07-10T14:00:00Z",
+            }
+        ],
+        "2026-07-12",
+    )
+    assert history["B"] == [{"date": "2026-07-10", "price": 425000, "reason": "reduced"}]
+
+
+def test_later_run_appends_only_on_price_change_with_direction() -> None:
+    history: dict = {}
+    listing = {"id": "A", "price": 500000, "first_visible_date": "2026-07-01T09:00:00Z"}
+    update_history(history, [listing], "2026-07-12")
+    # Unchanged price -> no new point.
+    update_history(history, [{"id": "A", "price": 500000}], "2026-07-19")
+    assert len(history["A"]) == 1
+    # Reduced -> appended, dated to the run.
+    update_history(history, [{"id": "A", "price": 480000}], "2026-07-26")
+    # Increased -> appended.
+    update_history(history, [{"id": "A", "price": 490000}], "2026-08-02")
+    assert history["A"] == [
+        {"date": "2026-07-01", "price": 500000, "reason": "listed"},
+        {"date": "2026-07-26", "price": 480000, "reason": "reduced"},
+        {"date": "2026-08-02", "price": 490000, "reason": "increased"},
+    ]
+
+
+def test_zero_or_missing_price_and_id_are_skipped() -> None:
+    history: dict = {}
+    update_history(
+        history,
+        [
+            {"id": "POA", "price": 0},
+            {"id": "", "price": 100000},
+            {"price": 100000},  # no id
+        ],
+        "2026-07-12",
+    )
+    assert history == {}
+
+
+def test_run_date_fallback_when_dates_absent() -> None:
+    history: dict = {}
+    update_history(history, [{"id": "A", "price": 300000}], "2026-07-12")
+    assert history["A"] == [{"date": "2026-07-12", "price": 300000, "reason": "listed"}]
+
+
+def test_normalize_reason_maps_only_price_moves() -> None:
+    assert normalize_reason("price_reduced") == "reduced"
+    assert normalize_reason("price_increased") == "increased"
+    assert normalize_reason("new") is None
+    assert normalize_reason("under_offer") is None
+    assert normalize_reason(None) is None

finder/test_scraper_concurrency.py

@@ -125,7 +125,9 @@ def test_run_scrape_runs_all_sources_merges_and_persists_caches(tmp_path, monkey
     monkeypatch.setattr(
         scraper,
         "write_parquet",
-        lambda props, path: written.update(count=len(props), path=path),
+        lambda props, path, price_history=None: written.update(
+            count=len(props), path=path, price_history=price_history
+        ),
     )
 
     result = scraper.run_scrape(

finder/transform.py

@@ -385,6 +385,16 @@ def transform_property(
     if not listing_id:
         return None
 
+    # The search API already carries the single most-recent price-change event
+    # (reason + ISO date) with no extra request. Rightmove never exposes the
+    # previous price, so this only seeds the accruing asking-price history (see
+    # finder/price_history.py); it is not written to the output parquet itself.
+    listing_update = prop.get("listingUpdate")
+    if not isinstance(listing_update, dict):
+        listing_update = {}
+    listing_update_reason = listing_update.get("listingUpdateReason")
+    listing_update_date = listing_update.get("listingUpdateDate")
+
     return {
         "id": listing_id,
         "Bedrooms": bedrooms,
@@ -411,4 +421,7 @@ def transform_property(
         "Listing URL": build_listing_url(property_url, bool(prop.get("development"))),
         "Listing features": key_features,
         "first_visible_date": prop.get("firstVisibleDate", ""),
+        # Fed into the asking-price history store, not the parquet directly.
+        "listing_update_reason": listing_update_reason,
+        "listing_update_date": listing_update_date,
     }

frontend/src/App.tsx

@@ -17,7 +17,7 @@ import { fetchWithRetry, apiUrl, logNonAbortError } from './lib/api';
 import { trackEvent } from './lib/analytics';
 import { parseUrlState } from './lib/url-state';
 import pb from './lib/pocketbase';
-import { DEFAULT_DEMO_FILTERS, INITIAL_VIEW_STATE } from './lib/consts';
+import { DEFAULT_DEMO_FILTERS, DEFAULT_DEMO_TRAVEL, INITIAL_VIEW_STATE } from './lib/consts';
 import { useTheme } from './hooks/useTheme';
 import { useIsMobile } from './hooks/useIsMobile';
 import { useAuth } from './hooks/useAuth';
@@ -38,6 +38,7 @@ const LearnPage = lazy(() => import('./components/learn/LearnPage'));
 const SeoLandingPage = lazy(() => import('./components/landing/SeoLandingPage'));
 const SeoContentPage = lazy(() => import('./components/landing/SeoContentPage'));
 const AccountPage = lazy(() => import('./components/account/AccountPage'));
+const ResetPasswordPage = lazy(() => import('./components/account/ResetPasswordPage'));
 const SavedPage = lazy(() =>
   import('./components/account/AccountPage').then((module) => ({ default: module.SavedPage }))
 );
@@ -160,6 +161,8 @@ function pageToPath(page: Page, inviteCode?: string): string {
       return '/saved';
     case 'account':
       return '/account';
+    case 'reset-password':
+      return '/reset-password';
     case 'invite':
       if (!inviteCode) {
         throw new Error('Cannot build invite path without an invite code');
@@ -183,6 +186,7 @@ function pathToPage(rawPathname: string): RouteMatch | null {
   const seoContentPage = getSeoContentPage(pathname);
   if (seoContentPage) return { page: seoContentPage };
   if (pathname === '/account') return { page: 'account' };
+  if (pathname === '/reset-password') return { page: 'reset-password' };
   if (pathname === '/support') return { page: 'learn' };
   if (pathname === '/terms') return { page: 'terms' };
   if (pathname === '/privacy') return { page: 'privacy' };
@@ -234,15 +238,26 @@ export default function App() {
     return params.get('og') === '1';
   }, []);
 
-  // Funnel fix: pre-seed high-intent filters on a cold (empty) map open so first-time visitors
+  // Funnel fix: pre-seed high-intent defaults on a cold map open so first-time visitors immediately
-  // immediately see value and are one filter from the demo cap. Deep links (OG screenshots, the
+  // see value and are one filter from the demo cap. "Cold" means the URL carries neither filters nor
-  // SEO landing-page CTAs) already carry filters, so they're left as-is. See DEFAULT_DEMO_FILTERS.
+  // a travel time; a deep link (OG screenshot, SEO landing-page CTA) sets at least one of those and
-  const initialMapFilters = useMemo(() => {
+  // is left as-is, as is the non-interactive screenshot/OG render. See DEFAULT_DEMO_FILTERS.
-    if (isScreenshotMode || isOgMode) return mapUrlState.filters;
+  const isColdMapOpen = useMemo(() => {
-    return Object.keys(mapUrlState.filters).length === 0
+    if (isScreenshotMode || isOgMode) return false;
-      ? { ...DEFAULT_DEMO_FILTERS }
+    const hasFilters = Object.keys(mapUrlState.filters).length > 0;
-      : mapUrlState.filters;
+    const hasTravel = (mapUrlState.travelTime?.entries?.length ?? 0) > 0;
-  }, [mapUrlState.filters, isScreenshotMode, isOgMode]);
+    return !hasFilters && !hasTravel;
+  }, [mapUrlState.filters, mapUrlState.travelTime, isScreenshotMode, isOgMode]);
+
+  const initialMapFilters = useMemo(
+    () => (isColdMapOpen ? { ...DEFAULT_DEMO_FILTERS } : mapUrlState.filters),
+    [isColdMapOpen, mapUrlState.filters]
+  );
+
+  const initialMapTravelTime = useMemo(
+    () => (isColdMapOpen ? DEFAULT_DEMO_TRAVEL : mapUrlState.travelTime),
+    [isColdMapOpen, mapUrlState.travelTime]
+  );
 
   const [features, setFeatures] = useState<FeatureMeta[]>([]);
   const [poiCategoryGroups, setPOICategoryGroups] = useState<POICategoryGroup[]>([]);
@@ -283,6 +298,7 @@ export default function App() {
     loginWithOAuth,
     logout,
     requestPasswordReset,
+    confirmPasswordReset,
     refreshAuth,
     clearError,
   } = useAuth();
@@ -708,6 +724,17 @@ export default function App() {
           <LearnPage />
         ) : activePage === 'terms' || activePage === 'privacy' ? (
           <LegalPage kind={activePage} />
+        ) : activePage === 'reset-password' ? (
+          <ResetPasswordPage
+            onConfirm={confirmPasswordReset}
+            onLoginClick={() => {
+              navigateTo('home');
+              openAuthModal('login');
+            }}
+            loading={authLoading}
+            error={authError}
+            onClearError={clearError}
+          />
         ) : isSeoLandingPage(activePage) ? (
           <SeoLandingPage pageKey={activePage} onOpenDashboard={() => navigateTo('dashboard')} />
         ) : isSeoContentPage(activePage) ? (
@@ -769,7 +796,7 @@ export default function App() {
             }}
             onDashboardReadyChange={setDashboardReady}
             isMobile={isMobile}
-            initialTravelTime={mapUrlState.travelTime}
+            initialTravelTime={initialMapTravelTime}
             initialPostcode={mapUrlState.postcode}
             shareCode={mapUrlState.share}
             onSessionRejected={() => {

frontend/src/components/account/ResetPasswordPage.test.tsx

@@ -0,0 +1,53 @@
+import { cleanup, fireEvent, render, screen } from '@testing-library/react';
+import { afterEach, describe, expect, it, vi } from 'vitest';
+
+vi.mock('react-i18next', async (importOriginal) => ({
+  ...(await importOriginal<typeof import('react-i18next')>()),
+  useTranslation: () => ({ t: (key: string) => key }),
+}));
+
+import ResetPasswordPage from './ResetPasswordPage';
+
+function renderPage(search: string, onConfirm = vi.fn(async () => {})) {
+  window.history.replaceState({}, '', `/reset-password${search}`);
+  const onLoginClick = vi.fn();
+  render(
+    <ResetPasswordPage
+      onConfirm={onConfirm}
+      onLoginClick={onLoginClick}
+      loading={false}
+      error={null}
+      onClearError={() => {}}
+    />
+  );
+  return { onConfirm, onLoginClick };
+}
+
+afterEach(cleanup);
+
+describe('ResetPasswordPage', () => {
+  it('shows an incomplete-link message and no form when the token is missing', () => {
+    const { onLoginClick } = renderPage('');
+    expect(screen.getByText('auth.resetMissingToken')).toBeTruthy();
+    expect(screen.queryByLabelText('auth.newPassword')).toBeNull();
+    fireEvent.click(screen.getByRole('button', { name: 'auth.goToLogin' }));
+    expect(onLoginClick).toHaveBeenCalledOnce();
+  });
+
+  it('submits the URL token plus the new password, then shows success', async () => {
+    const { onConfirm } = renderPage('?token=reset-token-123');
+    const input = screen.getByLabelText('auth.newPassword') as HTMLInputElement;
+    fireEvent.change(input, { target: { value: 'sup3rs3cret' } });
+    fireEvent.click(screen.getByRole('button', { name: 'auth.updatePassword' }));
+    expect(onConfirm).toHaveBeenCalledWith('reset-token-123', 'sup3rs3cret');
+    expect(await screen.findByText('auth.resetSuccessBody')).toBeTruthy();
+  });
+
+  it('toggles password visibility', () => {
+    renderPage('?token=abc');
+    const input = screen.getByLabelText('auth.newPassword') as HTMLInputElement;
+    expect(input.type).toBe('password');
+    fireEvent.click(screen.getByRole('button', { name: 'auth.showPassword' }));
+    expect(input.type).toBe('text');
+  });
+});

frontend/src/components/account/ResetPasswordPage.tsx

@@ -0,0 +1,137 @@
+import { useCallback, useId, useMemo, useState } from 'react';
+import { useTranslation } from 'react-i18next';
+import { EyeIcon } from '../ui/icons/EyeIcon';
+import { EyeOffIcon } from '../ui/icons/EyeOffIcon';
+
+/**
+ * Landing page for the PocketBase password-reset email link
+ * (`/reset-password?token=…`). Reads the one-time token from the URL, takes a new
+ * password, and calls `confirmPasswordReset`. PocketBase does not issue a session
+ * on confirm, so on success we point the user at the log in screen rather than
+ * auto-authenticating them.
+ */
+export default function ResetPasswordPage({
+  onConfirm,
+  onLoginClick,
+  loading,
+  error,
+  onClearError,
+}: {
+  onConfirm: (token: string, password: string) => Promise<void>;
+  onLoginClick: () => void;
+  loading: boolean;
+  error: string | null;
+  onClearError: () => void;
+}) {
+  const { t } = useTranslation();
+  const token = useMemo(
+    () => new URLSearchParams(window.location.search).get('token') ?? '',
+    []
+  );
+  const [password, setPassword] = useState('');
+  const [showPassword, setShowPassword] = useState(false);
+  const [done, setDone] = useState(false);
+  const fieldId = useId();
+  const passwordInputId = `${fieldId}-new-password`;
+
+  const handleSubmit = useCallback(
+    async (e: React.FormEvent) => {
+      e.preventDefault();
+      onClearError();
+      try {
+        await onConfirm(token, password);
+        setDone(true);
+      } catch {
+        // Error surfaces through the `error` prop (set by useAuth).
+      }
+    },
+    [onConfirm, token, password, onClearError]
+  );
+
+  const loginButtonClass =
+    'w-full py-2 rounded bg-teal-600 text-white text-sm font-medium hover:bg-teal-700 dark:hover:bg-teal-600 transition-colors text-center';
+
+  return (
+    <div className="flex-1 flex items-start justify-center bg-warm-50 dark:bg-navy-950 px-4 py-16">
+      <div className="w-full max-w-sm bg-white dark:bg-warm-900 rounded-lg shadow-sm border border-warm-200 dark:border-warm-700 p-6">
+        <h1 className="text-lg font-semibold text-navy-950 dark:text-white mb-4">
+          {t('auth.resetPassword')}
+        </h1>
+
+        {!token ? (
+          <div className="space-y-4">
+            <p className="text-sm text-warm-600 dark:text-warm-300">{t('auth.resetMissingToken')}</p>
+            <button type="button" onClick={onLoginClick} className={loginButtonClass}>
+              {t('auth.goToLogin')}
+            </button>
+          </div>
+        ) : done ? (
+          <div className="space-y-4">
+            <p className="text-sm text-teal-700 dark:text-teal-400">{t('auth.resetSuccessBody')}</p>
+            <button type="button" onClick={onLoginClick} className={loginButtonClass}>
+              {t('auth.goToLogin')}
+            </button>
+          </div>
+        ) : (
+          <form onSubmit={handleSubmit} className="space-y-4">
+            <div>
+              <label
+                htmlFor={passwordInputId}
+                className="block text-sm font-medium text-warm-700 dark:text-warm-300 mb-1"
+              >
+                {t('auth.newPassword')}
+              </label>
+              <div className="relative">
+                <input
+                  id={passwordInputId}
+                  name="new-password"
+                  type={showPassword ? 'text' : 'password'}
+                  value={password}
+                  onChange={(e) => setPassword(e.target.value)}
+                  required
+                  minLength={8}
+                  autoComplete="new-password"
+                  autoFocus
+                  className="w-full pl-3 pr-10 py-2 text-sm rounded border border-warm-200 dark:border-warm-700 bg-white dark:bg-warm-800 text-navy-950 dark:text-white placeholder-warm-400 dark:placeholder-warm-500 outline-none focus:ring-2 ring-teal-400 dark:ring-teal-500"
+                  placeholder={t('auth.newPasswordPlaceholder')}
+                />
+                <button
+                  type="button"
+                  onClick={() => setShowPassword((v) => !v)}
+                  aria-label={showPassword ? t('auth.hidePassword') : t('auth.showPassword')}
+                  aria-pressed={showPassword}
+                  title={showPassword ? t('auth.hidePassword') : t('auth.showPassword')}
+                  className="absolute inset-y-0 right-0 flex items-center pr-3 text-warm-400 hover:text-warm-700 dark:text-warm-400 dark:hover:text-warm-200 outline-none focus-visible:text-teal-600 dark:focus-visible:text-teal-400"
+                >
+                  {showPassword ? (
+                    <EyeOffIcon className="w-5 h-5" />
+                  ) : (
+                    <EyeIcon filled={false} className="w-5 h-5" />
+                  )}
+                </button>
+              </div>
+            </div>
+
+            {error && <p className="text-sm text-red-600 dark:text-red-300">{error}</p>}
+
+            <button
+              type="submit"
+              disabled={loading}
+              className="w-full py-2 rounded bg-teal-600 text-white text-sm font-medium hover:bg-teal-700 dark:hover:bg-teal-600 disabled:opacity-50 disabled:cursor-wait transition-colors"
+            >
+              {loading ? t('auth.pleaseWait') : t('auth.updatePassword')}
+            </button>
+
+            <button
+              type="button"
+              onClick={onLoginClick}
+              className="w-full text-center text-sm text-teal-600 dark:text-teal-400 hover:text-teal-800 dark:hover:text-teal-300"
+            >
+              {t('auth.backToLogin')}
+            </button>
+          </form>
+        )}
+      </div>
+    </div>
+  );
+}

frontend/src/components/map/AiFilterInput.tsx

@@ -143,11 +143,11 @@ export default memo(function AiFilterInput({
 
   if (!expanded) {
     return (
-      <div ref={containerRef} className="px-3 py-2" data-tutorial="ai-filters">
+      <div ref={containerRef} className="px-3 py-1.5" data-tutorial="ai-filters">
         <button
           type="button"
           onClick={() => setExpanded(true)}
-          className="w-full flex items-center gap-2 px-3 py-2 rounded-lg border border-dashed border-teal-300 dark:border-teal-700 bg-teal-50/50 dark:bg-teal-900/20 hover:bg-teal-50 dark:hover:bg-teal-900/30 cursor-pointer group"
+          className="w-full flex items-center gap-2 px-3 py-1.5 rounded-lg border border-dashed border-teal-300 dark:border-teal-700 bg-teal-50/50 dark:bg-teal-900/20 hover:bg-teal-50 dark:hover:bg-teal-900/30 cursor-pointer group"
         >
           <SparklesIcon className="w-4 h-4 text-teal-500 dark:text-teal-400 shrink-0" />
           <span className="text-sm text-teal-700 dark:text-teal-300 group-hover:text-teal-800 dark:group-hover:text-teal-200">
@@ -159,8 +159,8 @@ export default memo(function AiFilterInput({
   }
 
   return (
-    <div ref={containerRef} className="px-3 py-2" data-tutorial="ai-filters">
+    <div ref={containerRef} className="px-3 py-1.5" data-tutorial="ai-filters">
-      <div className="flex items-center gap-1.5 mb-1.5">
+      <div className="flex items-center gap-1.5 mb-1">
         <SparklesIcon className="w-3.5 h-3.5 text-teal-500 dark:text-teal-400 shrink-0" />
         <span className="text-xs font-medium text-teal-700 dark:text-teal-300">
           {t('aiFilter.aiSearch')}

frontend/src/components/map/filters/ActiveFiltersPanel.tsx

@@ -127,7 +127,7 @@ export function ActiveFiltersPanel({
     >
       <button
         onClick={onToggleCollapsed}
-        className="shrink-0 flex items-center justify-between border-y border-teal-300 bg-teal-100 px-3 py-3 cursor-pointer hover:bg-teal-200 dark:border-teal-800 dark:bg-teal-900/50 dark:hover:bg-teal-900/70"
+        className="shrink-0 flex items-center justify-between border-y border-teal-300 bg-teal-100 px-3 py-2 cursor-pointer hover:bg-teal-200 dark:border-teal-800 dark:bg-teal-900/50 dark:hover:bg-teal-900/70"
       >
         <div className="flex items-center gap-2">
           <span className="text-sm font-bold text-navy-950 dark:text-warm-100">
@@ -202,7 +202,7 @@ export function ActiveFiltersPanel({
             onLoginRequired={onLoginRequired}
           />
           {enabledFeatureList.length === 0 && activeEntryCount === 0 && (
-            <p className="px-3 py-1.5 text-xs text-warm-400 dark:text-warm-500">
+            <p className="px-3 py-1 text-xs text-warm-400 dark:text-warm-500">
               {t('filters.addFiltersHint')}
             </p>
           )}

frontend/src/components/map/filters/AddFilterPanel.tsx

@@ -166,7 +166,7 @@ export function AddFilterPanel({
     >
       <button
         onClick={onToggleCollapsed}
-        className="shrink-0 flex items-center justify-between border-y border-teal-300 bg-teal-100 px-3 py-3 cursor-pointer hover:bg-teal-200 dark:border-teal-800 dark:bg-teal-900/50 dark:hover:bg-teal-900/70"
+        className="shrink-0 flex items-center justify-between border-b border-teal-300 bg-teal-100 px-3 py-2 cursor-pointer hover:bg-teal-200 dark:border-teal-800 dark:bg-teal-900/50 dark:hover:bg-teal-900/70"
       >
         <span className="text-sm font-bold text-navy-950 dark:text-warm-100">
           {t('filters.addFilter')}
@@ -179,7 +179,7 @@ export function AddFilterPanel({
       {(!collapsed || !isLicensed) && (
         <div className="flex min-h-0 flex-1 flex-col">
           {!collapsed && (
-            <div ref={setContainer} className="min-h-0 flex-1 overflow-y-auto md:min-h-[12rem]">
+            <div ref={setContainer} className="min-h-0 flex-1 overflow-y-auto">
               <FeatureBrowser
                 availableFeatures={availableFeatures}
                 allFeatures={allFeatures}
@@ -197,7 +197,7 @@ export function AddFilterPanel({
             </div>
           )}
           {!isLicensed && (
-            <div className="mt-auto shrink-0 flex flex-col items-center gap-2 px-3 pt-3 pb-2.5 border-t border-warm-200 dark:border-warm-700">
+            <div className="mt-auto shrink-0 flex flex-col items-center gap-1.5 px-3 pt-2 pb-2 border-t border-warm-200 dark:border-warm-700">
               <p className="text-sm text-warm-600 dark:text-warm-400 text-center leading-snug">
                 {isLoggedIn ? t('filters.upgradePrompt') : t('filters.registerPrompt')}{' '}
                 <span className="text-xs text-warm-400 dark:text-warm-500">
@@ -206,7 +206,7 @@ export function AddFilterPanel({
               </p>
               <button
                 onClick={isLoggedIn ? onUpgradeClick : onRegisterClick}
-                className="w-full px-5 py-2 rounded-lg bg-gradient-to-r from-teal-500 to-teal-600 hover:from-teal-600 hover:to-teal-700 text-white font-medium text-sm shadow-sm hover:shadow-md"
+                className="w-full px-5 py-1.5 rounded-lg bg-gradient-to-r from-teal-500 to-teal-600 hover:from-teal-600 hover:to-teal-700 text-white font-medium text-sm shadow-sm hover:shadow-md"
               >
                 {isLoggedIn ? t('filters.upgradeToFullMap') : t('filters.registerCta')}
               </button>

frontend/src/components/map/filters/EnumFeatureFilterCard.tsx

@@ -35,7 +35,7 @@ export function EnumFeatureFilterCard({
   return (
     <div
       data-filter-name={feature.name}
-      className={`space-y-0.5 px-2 py-1.5 rounded ${pinnedFeature === feature.name ? 'ring-2 ring-teal-400 bg-teal-50/50 dark:bg-teal-900/20' : ''}`}
+      className={`space-y-0.5 px-2 py-1 rounded ${pinnedFeature === feature.name ? 'ring-2 ring-teal-400 bg-teal-50/50 dark:bg-teal-900/20' : ''}`}
     >
       <div className="flex items-start justify-between gap-1">
         <FeatureLabel feature={feature} size="sm" className="min-w-0 shrink" wrap />

frontend/src/components/map/filters/EthnicityFilterCard.tsx

@@ -119,7 +119,7 @@ export function EthnicityFilterCard({
   return (
     <div
       data-filter-name={ETHNICITIES_FILTER_NAME}
-      className={`space-y-1.5 px-2 py-1.5 rounded ${
+      className={`space-y-1 px-2 py-1 rounded ${
         isActive
           ? 'ring-2 ring-teal-400 bg-teal-50 dark:bg-teal-900/30'
           : isPinned
@@ -147,7 +147,7 @@ export function EthnicityFilterCard({
       </div>
 
       <div>
-        <label className="mb-1 block text-[10px] font-medium uppercase text-warm-400 dark:text-warm-500">
+        <label className="mb-0.5 block text-[10px] font-medium uppercase text-warm-400 dark:text-warm-500">
           {t('filters.ethnicity')}
         </label>
         <div className="relative">

frontend/src/hooks/useAuth.ts

@@ -32,6 +32,16 @@ function authRefreshInvalidated(error: unknown): boolean {
   return status === 401 || status === 403;
 }
 
+/**
+ * Normalize an email so login and registration are case- and
+ * whitespace-insensitive: `  John@Example.com` and `john@example.com`
+ * resolve to the same account. Applied at the PocketBase boundary rather
+ * than on the input field, so the user still sees exactly what they typed.
+ */
+function normalizeEmail(email: string): string {
+  return email.trim().toLowerCase();
+}
+
 export function useAuth() {
   const { t } = useTranslation();
   const [user, setUser] = useState<AuthUser | null>(() => {
@@ -62,7 +72,9 @@ export function useAuth() {
       setError(null);
       setErrorAction(null);
       try {
-        const result = await pb.collection('users').authWithPassword(email, password);
+        const result = await pb
+          .collection('users')
+          .authWithPassword(normalizeEmail(email), password);
         setUser(recordToUser(result.record));
         trackEvent('Login', { method: 'email' });
       } catch (err) {
@@ -82,12 +94,13 @@ export function useAuth() {
       setLoading(true);
       setError(null);
       setErrorAction(null);
+      const normalizedEmail = normalizeEmail(email);
       try {
         // Step 1: create the account. A failure here means nothing was created,
         // so surface a friendly, field-aware message (e.g. "email already exists").
         try {
           await pb.collection('users').create({
-            email,
+            email: normalizedEmail,
             password,
             passwordConfirm: password,
             newsletter: true,
@@ -103,7 +116,7 @@ export function useAuth() {
         // orphaned: tell the user it was created and let them log in with the
         // same credentials, instead of a misleading "registration failed".
         try {
-          const result = await pb.collection('users').authWithPassword(email, password);
+          const result = await pb.collection('users').authWithPassword(normalizedEmail, password);
           setUser(recordToUser(result.record));
           trackEvent('Register');
         } catch (err) {
@@ -159,7 +172,7 @@ export function useAuth() {
       setError(null);
       setErrorAction(null);
       try {
-        await pb.collection('users').requestPasswordReset(email);
+        await pb.collection('users').requestPasswordReset(normalizeEmail(email));
       } catch (err) {
         const { message, action } = resolveAuthError(err, 'reset', t);
         setError(message);
@@ -172,6 +185,27 @@ export function useAuth() {
     [t]
   );
 
+  const confirmPasswordReset = useCallback(
+    async (token: string, password: string) => {
+      setLoading(true);
+      setError(null);
+      setErrorAction(null);
+      try {
+        // PocketBase requires the password twice; the reset form uses a single
+        // (show/hide) field, so both arguments are the same value.
+        await pb.collection('users').confirmPasswordReset(token, password, password);
+      } catch (err) {
+        const { message, action } = resolveAuthError(err, 'confirmReset', t);
+        setError(message);
+        setErrorAction(action);
+        throw err;
+      } finally {
+        setLoading(false);
+      }
+    },
+    [t]
+  );
+
   const refreshAuth = useCallback(async () => {
     setLoading(true);
     setError(null);
@@ -208,6 +242,7 @@ export function useAuth() {
     loginWithOAuth,
     logout,
     requestPasswordReset,
+    confirmPasswordReset,
     refreshAuth,
     clearError,
   };

frontend/src/i18n/locales/de.ts

@@ -646,6 +646,16 @@ const de: Translations = {
     registrationFailed: 'Registrierung fehlgeschlagen',
     oauthFailed: 'OAuth-Anmeldung fehlgeschlagen',
     passwordResetFailed: 'Anfrage zum Zurücksetzen des Passworts fehlgeschlagen',
+    newPassword: 'Neues Passwort',
+    newPasswordPlaceholder: 'Mindestens 8 Zeichen',
+    updatePassword: 'Passwort aktualisieren',
+    resetSuccessBody:
+      'Dein Passwort wurde geändert. Du kannst dich jetzt mit deinem neuen Passwort anmelden.',
+    resetMissingToken:
+      'Dieser Link zum Zurücksetzen ist unvollständig. Fordere über die Anmeldeseite einen neuen an.',
+    resetInvalidLink:
+      'Dieser Link zum Zurücksetzen ist ungültig oder abgelaufen. Fordere über die Anmeldeseite einen neuen an.',
+    goToLogin: 'Zur Anmeldung',
   },
 
   // ── Upgrade Modal ──────────────────────────────────
@@ -953,6 +963,10 @@ const de: Translations = {
     viewProperties: '{{count}} Immobilien ansehen',
     viewPropertiesShort: 'Immobilien ansehen',
     priceHistory: 'Preisentwicklung',
+    priceHistoryThisArea: 'Dieses Gebiet',
+    priceMetric: 'Preisbasis',
+    priceMetricTotal: 'Gesamt',
+    priceMetricPerSqm: 'Pro m²',
     journeysFrom: 'Fahrzeiten für {{label}}',
     to: 'Nach {{destination}}',
     noJourneyData: 'Keine Verbindungsdaten verfügbar',
@@ -1578,6 +1592,10 @@ const de: Translations = {
     listing: 'Inserat',
     showingOf: '{{visible}} von {{count}} werden angezeigt',
     groupedNear: 'Gruppiert an dieser Kartenposition',
+    priceHistory: 'Preisverlauf',
+    priceListed: 'Gelistet',
+    priceReduced: 'Reduziert',
+    priceIncreased: 'Erhöht',
   },
 
   overlays: {
@@ -1898,6 +1916,7 @@ const de: Translations = {
     'Tube station': 'U-Bahn-Station',
     'DLR station': 'DLR-Station',
     'Tram & Metro stop': 'Tram- & Metro-Haltestelle',
+    'Any station': 'Beliebige Station',
     Café: 'Café',
     Restaurant: 'Restaurant',
     Pub: 'Pub',

frontend/src/i18n/locales/en.ts

@@ -633,6 +633,15 @@ const en = {
     registrationFailed: 'Registration failed',
     oauthFailed: 'OAuth login failed',
     passwordResetFailed: 'Password reset request failed',
+    newPassword: 'New password',
+    newPasswordPlaceholder: 'At least 8 characters',
+    updatePassword: 'Update password',
+    resetSuccessBody: 'Your password has been changed. You can now log in with your new password.',
+    resetMissingToken:
+      'This password reset link is incomplete. Request a new one from the log in screen.',
+    resetInvalidLink:
+      'This reset link is invalid or has expired. Request a new one from the log in screen.',
+    goToLogin: 'Go to log in',
   },
 
   // ── Upgrade Modal ──────────────────────────────────
@@ -941,6 +950,10 @@ const en = {
     viewProperties: 'View {{count}} properties',
     viewPropertiesShort: 'View properties',
     priceHistory: 'Price History',
+    priceHistoryThisArea: 'This area',
+    priceMetric: 'Price basis',
+    priceMetricTotal: 'Total',
+    priceMetricPerSqm: 'Per m²',
     journeysFrom: 'Journey times for {{label}}',
     to: 'To {{destination}}',
     noJourneyData: 'No journey data available',
@@ -1558,6 +1571,10 @@ const en = {
     listing: 'Listing',
     showingOf: 'Showing {{visible}} of {{count}}',
     groupedNear: 'Grouped near this map position',
+    priceHistory: 'Price history',
+    priceListed: 'Listed',
+    priceReduced: 'Reduced',
+    priceIncreased: 'Increased',
   },
 
   // ── Map Overlays Pane ──────────────────────────────
@@ -1880,6 +1897,7 @@ const en = {
     'Tube station': 'Tube station',
     'DLR station': 'DLR station',
     'Tram & Metro stop': 'Tram & Metro stop',
+    'Any station': 'Any station',
     Café: 'Café',
     Restaurant: 'Restaurant',
     Pub: 'Pub',

frontend/src/i18n/locales/fr.ts

@@ -657,6 +657,16 @@ const fr: Translations = {
     registrationFailed: 'Échec de l’inscription',
     oauthFailed: 'Échec de la connexion OAuth',
     passwordResetFailed: 'Échec de la demande de réinitialisation du mot de passe',
+    newPassword: 'Nouveau mot de passe',
+    newPasswordPlaceholder: 'Au moins 8 caractères',
+    updatePassword: 'Mettre à jour le mot de passe',
+    resetSuccessBody:
+      'Votre mot de passe a été modifié. Vous pouvez maintenant vous connecter avec votre nouveau mot de passe.',
+    resetMissingToken:
+      'Ce lien de réinitialisation est incomplet. Demandez-en un nouveau depuis l’écran de connexion.',
+    resetInvalidLink:
+      'Ce lien de réinitialisation est invalide ou a expiré. Demandez-en un nouveau depuis l’écran de connexion.',
+    goToLogin: 'Aller à la connexion',
   },
 
   // ── Upgrade Modal ──────────────────────────────────
@@ -963,6 +973,10 @@ const fr: Translations = {
     viewProperties: 'Voir {{count}} biens',
     viewPropertiesShort: 'Voir les biens',
     priceHistory: 'Historique des prix',
+    priceHistoryThisArea: 'Cette zone',
+    priceMetric: 'Base de prix',
+    priceMetricTotal: 'Total',
+    priceMetricPerSqm: 'Au m²',
     journeysFrom: 'Temps de trajet pour {{label}}',
     to: 'Vers {{destination}}',
     noJourneyData: 'Aucune donnée de trajet disponible',
@@ -1595,6 +1609,10 @@ const fr: Translations = {
     listing: 'Annonce',
     showingOf: 'Affichage de {{visible}} sur {{count}}',
     groupedNear: 'Regroupées près de cette position sur la carte',
+    priceHistory: 'Historique des prix',
+    priceListed: 'Mis en vente',
+    priceReduced: 'Réduit',
+    priceIncreased: 'Augmenté',
   },
 
   // ── Overlays ───────────────────────────────────────
@@ -1918,6 +1936,7 @@ const fr: Translations = {
     'Tube station': 'Station de métro londonien',
     'DLR station': 'Station DLR',
     'Tram & Metro stop': 'Arrêt de tramway et métro',
+    'Any station': 'Toute station',
     Café: 'Café',
     Restaurant: 'Restaurant',
     Pub: 'Pub',

frontend/src/i18n/locales/hi.ts

@@ -630,6 +630,13 @@ const hi: Translations = {
     registrationFailed: 'पंजीकरण विफल रहा',
     oauthFailed: 'OAuth लॉग इन विफल रहा',
     passwordResetFailed: 'पासवर्ड रीसेट अनुरोध विफल रहा',
+    newPassword: 'नया पासवर्ड',
+    newPasswordPlaceholder: 'कम से कम 8 अक्षर',
+    updatePassword: 'पासवर्ड अपडेट करें',
+    resetSuccessBody: 'आपका पासवर्ड बदल दिया गया है। अब आप अपने नए पासवर्ड से लॉग इन कर सकते हैं।',
+    resetMissingToken: 'यह रीसेट लिंक अधूरा है। लॉग इन स्क्रीन से नया लिंक प्राप्त करें।',
+    resetInvalidLink: 'यह रीसेट लिंक अमान्य है या समाप्त हो चुका है। लॉग इन स्क्रीन से नया लिंक प्राप्त करें।',
+    goToLogin: 'लॉग इन पर जाएँ',
   },
 
   upgrade: {
@@ -921,6 +928,10 @@ const hi: Translations = {
     viewProperties: '{{count}} संपत्तियां देखें',
     viewPropertiesShort: 'संपत्तियां देखें',
     priceHistory: 'कीमत इतिहास',
+    priceHistoryThisArea: 'यह क्षेत्र',
+    priceMetric: 'मूल्य आधार',
+    priceMetricTotal: 'कुल',
+    priceMetricPerSqm: 'प्रति मी²',
     journeysFrom: '{{label}} के लिए यात्रा समय',
     to: '{{destination}} तक',
     noJourneyData: 'कोई यात्रा डेटा उपलब्ध नहीं',
@@ -1513,6 +1524,10 @@ const hi: Translations = {
     listing: 'लिस्टिंग',
     showingOf: '{{count}} में से {{visible}} दिखाई जा रही हैं',
     groupedNear: 'इस मैप स्थिति के पास समूहीकृत',
+    priceHistory: 'मूल्य इतिहास',
+    priceListed: 'सूचीबद्ध',
+    priceReduced: 'घटाया गया',
+    priceIncreased: 'बढ़ाया गया',
   },
 
   overlays: {
@@ -1802,6 +1817,7 @@ const hi: Translations = {
     'Tube station': 'ट्यूब स्टेशन',
     'DLR station': 'DLR स्टेशन',
     'Tram & Metro stop': 'ट्राम और मेट्रो स्टॉप',
+    'Any station': 'कोई भी स्टेशन',
     Café: 'कैफे',
     Restaurant: 'रेस्तरां',
     Pub: 'पब',

frontend/src/i18n/locales/hu.ts

@@ -648,6 +648,16 @@ const hu: Translations = {
     registrationFailed: 'A regisztráció sikertelen',
     oauthFailed: 'Az OAuth-bejelentkezés sikertelen',
     passwordResetFailed: 'A jelszó-visszaállítási kérés sikertelen',
+    newPassword: 'Új jelszó',
+    newPasswordPlaceholder: 'Legalább 8 karakter',
+    updatePassword: 'Jelszó frissítése',
+    resetSuccessBody:
+      'A jelszavad megváltozott. Mostantól bejelentkezhetsz az új jelszavaddal.',
+    resetMissingToken:
+      'Ez a jelszó-visszaállító link hiányos. Kérj egy újat a bejelentkezési képernyőről.',
+    resetInvalidLink:
+      'Ez a visszaállító link érvénytelen vagy lejárt. Kérj egy újat a bejelentkezési képernyőről.',
+    goToLogin: 'Tovább a bejelentkezéshez',
   },
 
   // ── Upgrade Modal ──────────────────────────────────
@@ -951,6 +961,10 @@ const hu: Translations = {
     viewProperties: '{{count}} ingatlan megtekintése',
     viewPropertiesShort: 'Ingatlanok megtekintése',
     priceHistory: 'Ártörténet',
+    priceHistoryThisArea: 'Ez a terület',
+    priceMetric: 'Ár alapja',
+    priceMetricTotal: 'Teljes',
+    priceMetricPerSqm: 'm²-enként',
     journeysFrom: 'Utazási idők ehhez: {{label}}',
     to: 'Ide: {{destination}}',
     noJourneyData: 'Nincs elérhető utazási adat',
@@ -1578,6 +1592,10 @@ const hu: Translations = {
     listing: 'Hirdetés',
     showingOf: '{{visible}} / {{count}} megjelenítve',
     groupedNear: 'Ennél a térképponton csoportosítva',
+    priceHistory: 'Ártörténet',
+    priceListed: 'Meghirdetve',
+    priceReduced: 'Csökkentve',
+    priceIncreased: 'Növelve',
   },
 
   // ── Overlays ───────────────────────────────────────
@@ -1900,6 +1918,7 @@ const hu: Translations = {
     'Tube station': 'Londoni metróállomás',
     'DLR station': 'DLR-állomás',
     'Tram & Metro stop': 'Villamos- és metrómegálló',
+    'Any station': 'Bármely állomás',
     Café: 'Kávézó',
     Restaurant: 'Étterem',
     Pub: 'Kocsma',

frontend/src/i18n/locales/zh.ts

@@ -594,6 +594,13 @@ const zh: Translations = {
     registrationFailed: '注册失败',
     oauthFailed: 'OAuth 登录失败',
     passwordResetFailed: '密码重置请求失败',
+    newPassword: '新密码',
+    newPasswordPlaceholder: '至少 8 个字符',
+    updatePassword: '更新密码',
+    resetSuccessBody: '您的密码已更改。现在可以使用新密码登录。',
+    resetMissingToken: '此重置链接不完整。请从登录界面重新获取。',
+    resetInvalidLink: '此重置链接无效或已过期。请从登录界面重新获取。',
+    goToLogin: '前往登录',
   },
 
   // ── Upgrade Modal ──────────────────────────────────
@@ -889,6 +896,10 @@ const zh: Translations = {
     viewProperties: '查看 {{count}} 套房产',
     viewPropertiesShort: '查看房产',
     priceHistory: '价格历史',
+    priceHistoryThisArea: '此区域',
+    priceMetric: '价格基准',
+    priceMetricTotal: '总价',
+    priceMetricPerSqm: '每平方米',
     journeysFrom: '{{label}} 的出行时间',
     to: '前往 {{destination}}',
     noJourneyData: '暂无出行数据',
@@ -1494,6 +1505,10 @@ const zh: Translations = {
     listing: '房源',
     showingOf: '显示 {{count}} 套中的 {{visible}} 套',
     groupedNear: '按此地图位置聚合',
+    priceHistory: '价格记录',
+    priceListed: '上架',
+    priceReduced: '降价',
+    priceIncreased: '涨价',
   },
 
   // ── Overlays ───────────────────────────────────────
@@ -1813,6 +1828,7 @@ const zh: Translations = {
     'Tube station': '伦敦地铁站',
     'DLR station': 'DLR 轻轨站',
     'Tram & Metro stop': '有轨电车与城市轨道站',
+    'Any station': '任意车站',
     Café: '咖啡馆',
     Restaurant: '餐厅',
     Pub: '酒吧',

frontend/src/lib/auth-errors.ts

@@ -8,7 +8,7 @@ import type { TFunction } from 'i18next';
  */
 export type AuthErrorAction = 'switchToLogin' | null;
 
-export type AuthContext = 'login' | 'register' | 'oauth' | 'reset';
+export type AuthContext = 'login' | 'register' | 'oauth' | 'reset' | 'confirmReset';
 
 export interface ResolvedAuthError {
   /** User-facing message (already resolved to a string). */
@@ -75,5 +75,17 @@ export function resolveAuthError(
     return { message: t('auth.oauthFailed'), action: null };
   }
 
+  // Submitting a new password from the emailed reset link. A weak password comes
+  // back as a field error; anything else (bad/expired/used token) is a dead link.
+  if (context === 'confirmReset') {
+    if (fieldCode(e, 'password')) {
+      return { message: t('auth.errorPasswordWeak'), action: null };
+    }
+    if (status === 400 || status === 404) {
+      return { message: t('auth.resetInvalidLink'), action: null };
+    }
+    return { message: t('auth.passwordResetFailed'), action: null };
+  }
+
   return { message: t('auth.passwordResetFailed'), action: null };
 }

frontend/src/lib/postcode.ts

@@ -0,0 +1,22 @@
+/**
+ * Postcode-component helpers, mirroring the server's `postcode_outcode` /
+ * `postcode_sector` (server-rs/src/utils.rs) so labels match the aggregations.
+ */
+
+/** Outward code of a postcode: the part before the space. "E14 2DG" -> "E14". */
+export function postcodeOutcode(postcode: string): string | null {
+  const trimmed = postcode.trim().toUpperCase();
+  const space = trimmed.indexOf(' ');
+  return space > 0 ? trimmed.slice(0, space) : null;
+}
+
+/**
+ * Postcode sector: the outward code, the space, and the first character of the
+ * inward code. "E14 2DG" -> "E14 2".
+ */
+export function postcodeSector(postcode: string): string | null {
+  const trimmed = postcode.trim().toUpperCase();
+  const space = trimmed.indexOf(' ');
+  if (space <= 0 || space + 1 >= trimmed.length) return null;
+  return trimmed.slice(0, space + 2);
+}

pipeline/transform/merge.py

@@ -1018,6 +1018,14 @@ _LISTING_OVERLAY_SOURCES: tuple[tuple[str, str, pl.DataType], ...] = (
     ("Listing date", "_actual_listing_date", pl.Datetime("us")),
     ("Listing status", "_actual_listing_status", pl.Utf8),
     ("Listing features", "_actual_listing_features", pl.List(pl.Utf8)),
+    # Accrued asking-price history (oldest -> newest) from the scraper's
+    # forward-only store (finder/price_history.py). Carried through untouched and
+    # surfaced verbatim in `_finalize_listings`.
+    (
+        "price_history",
+        "_actual_price_history",
+        pl.List(pl.Struct({"date": pl.Utf8, "price": pl.Int64, "reason": pl.Utf8})),
+    ),
     ("Bedrooms", "_actual_bedrooms", pl.Int32),
     ("Bathrooms", "_actual_bathrooms", pl.Int32),
     ("Price qualifier", "_actual_price_qualifier", pl.Utf8),
@@ -1521,7 +1529,14 @@ def _load_listings_for_merge(listings_path: Path, arcgis_path: Path) -> pl.DataF
     # treats NaN as distinct from null and the downstream `latest_price /
     # total_floor_area` cast to Int32 explodes on a NaN, so we normalise floats
     # to null at load time.
+    raw_columns = set(raw.collect_schema().names())
+
     def _overlay_expr(src: str, dst: str, dtype: pl.DataType) -> pl.Expr:
+        # A listings parquet written before a column existed (e.g. price_history)
+        # must not crash the merge: substitute a typed-null overlay so the rest of
+        # the pipeline sees a well-typed, empty column instead of ColumnNotFound.
+        if src not in raw_columns:
+            return pl.lit(None, dtype=dtype).alias(dst)
         expr = pl.col(src).cast(dtype, strict=False)
         if dtype in (pl.Float32, pl.Float64):
             expr = expr.fill_nan(None)
@@ -2196,6 +2211,7 @@ def _finalize_listings(df: pl.DataFrame) -> pl.DataFrame:
         pl.col("_actual_listing_date").alias("Listing date"),
         pl.col("_actual_listing_status").alias("Listing status"),
         pl.col("_actual_listing_features").alias("Listing features"),
+        pl.col("_actual_price_history").alias("price_history"),
         pl.col("_actual_asking_price").alias("Asking price"),
         pl.col("_actual_asking_price_per_sqm").alias("Asking price per sqm"),
         pl.col("_actual_bedrooms").alias("Bedrooms"),

server-rs/src/consts.rs

@@ -22,6 +22,10 @@ pub const PLACES_LIMIT: usize = 20;
 /// feature name in `features.rs`.
 pub const FORMER_COUNCIL_HOUSE_FEATURE: &str = "Former council house";
 pub const PRICE_HISTORY_POINTS_LIMIT: usize = 5000;
+/// Downsample cap for the wider-area (sector / outcode) price-history charts.
+/// Lower than the selection's own cap because these render below it: three full
+/// scatters at 5000 points each would flood the DOM.
+pub const AREA_PRICE_HISTORY_POINTS_LIMIT: usize = 1500;
 pub const POSTCODE_SEARCH_OFFSET: f64 = 0.02;
 
 pub const AI_FILTERS_MAX_TOKENS: usize = 2000;

server-rs/src/data/actual_listings.rs

@@ -12,6 +12,16 @@ use crate::utils::{normalize_postcode, GridIndex, InternedColumn};
 
 const GRID_CELL_SIZE: f32 = 0.01;
 
+/// One observation on a listing's accruing asking-price timeline, recovered from
+/// the scraper's forward-only store (finder/price_history.py). `reason` is one of
+/// "listed" | "reduced" | "increased"; `date` is `YYYY-MM-DD`.
+#[derive(Serialize, Clone)]
+pub struct PriceHistoryPoint {
+    pub date: String,
+    pub price: i64,
+    pub reason: String,
+}
+
 #[derive(Serialize, Clone)]
 pub struct ActualListing {
     pub lat: f32,
@@ -32,6 +42,10 @@ pub struct ActualListing {
     pub listing_status: Option<String>,
     pub listing_date_iso: Option<String>,
     pub features: Vec<String>,
+    /// Accrued asking-price observations, oldest -> newest. Empty until the
+    /// scraper's forward-only store has recorded at least one run for this id.
+    #[serde(skip_serializing_if = "Vec::is_empty")]
+    pub price_history: Vec<PriceHistoryPoint>,
 }
 
 pub struct ActualListingData {
@@ -54,6 +68,8 @@ pub struct ActualListingData {
     pub listing_status: InternedColumn,
     pub listing_date_iso: Vec<Option<String>>,
     pub features: Vec<Vec<String>>,
+    /// Per-row accrued asking-price series (empty when absent from the parquet).
+    pub price_history: Vec<Vec<PriceHistoryPoint>>,
     /// Row-major feature matrix aligned with PropertyData::feature_names.
     ///
     /// Rows start from a best-effort address/postcode join to the historical property
@@ -102,6 +118,7 @@ impl ActualListingData {
         let listing_status_raw = extract_opt_str(&df, "Listing status")?;
         let listing_date_iso = extract_opt_datetime_iso(&df, "Listing date")?;
         let features = extract_str_list(&df, "Listing features")?;
+        let price_history = extract_price_history(&df)?;
 
         let postcode: Vec<String> = postcode_raw.iter().map(|s| normalize_postcode(s)).collect();
 
@@ -146,6 +163,7 @@ impl ActualListingData {
             listing_status,
             listing_date_iso,
             features,
+            price_history,
             filter_feature_data,
             poi_filter_feature_data,
             grid,
@@ -172,6 +190,7 @@ impl ActualListingData {
             listing_status: opt_from_interned(&self.listing_status, row),
             listing_date_iso: self.listing_date_iso[row].clone(),
             features: self.features[row].clone(),
+            price_history: self.price_history[row].clone(),
         }
     }
 }
@@ -629,6 +648,64 @@ fn extract_str_list(df: &DataFrame, name: &str) -> Result<Vec<Vec<String>>> {
     Ok(out)
 }
 
+/// Extract `price_history: List<Struct{date: Utf8, price: Int64, reason: Utf8}>`.
+///
+/// Schema-gated: a parquet written before the column existed simply yields an
+/// empty series per row (the column is dropped from serialized listings). A
+/// null/empty list is likewise an empty series.
+fn extract_price_history(df: &DataFrame) -> Result<Vec<Vec<PriceHistoryPoint>>> {
+    let row_count = df.height();
+    let Ok(column) = df.column("price_history") else {
+        return Ok(vec![Vec::new(); row_count]);
+    };
+    let list_ca = column
+        .list()
+        .context("price_history is not a list column")?;
+
+    let mut out: Vec<Vec<PriceHistoryPoint>> = Vec::with_capacity(row_count);
+    for row in 0..row_count {
+        let mut points = Vec::new();
+        if let Some(inner) = list_ca.get_as_series(row) {
+            if !inner.is_empty() {
+                let structs = inner
+                    .struct_()
+                    .context("price_history inner is not a struct")?;
+                let dates_s = structs
+                    .field_by_name("date")
+                    .context("Missing 'date' field in price_history struct")?;
+                let date_ca = dates_s.str().context("price_history.date is not a string")?;
+                let prices_s = structs
+                    .field_by_name("price")
+                    .context("Missing 'price' field in price_history struct")?;
+                let prices_i64 = prices_s
+                    .cast(&DataType::Int64)
+                    .context("price_history.price is not castable to Int64")?;
+                let price_ca = prices_i64.i64().context("price_history.price is not Int64")?;
+                let reasons_s = structs
+                    .field_by_name("reason")
+                    .context("Missing 'reason' field in price_history struct")?;
+                let reason_ca = reasons_s
+                    .str()
+                    .context("price_history.reason is not a string")?;
+                for idx in 0..inner.len() {
+                    let (Some(date), Some(price), Some(reason)) =
+                        (date_ca.get(idx), price_ca.get(idx), reason_ca.get(idx))
+                    else {
+                        continue;
+                    };
+                    points.push(PriceHistoryPoint {
+                        date: date.to_string(),
+                        price,
+                        reason: reason.to_string(),
+                    });
+                }
+            }
+        }
+        out.push(points);
+    }
+    Ok(out)
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -663,4 +740,30 @@ mod tests {
         assert!(any_listing.lon.is_finite());
         assert!(!any_listing.listing_url.is_empty());
     }
+
+    #[test]
+    fn extracts_price_history_from_parquet() {
+        let path = PathBuf::from("src/data/testdata/listings_price_history.parquet");
+        if !path.exists() {
+            eprintln!("price_history fixture not present; skipping");
+            return;
+        }
+        let data = ActualListingData::load_inner(&path, None).expect("listings load");
+        assert_eq!(data.price_history.len(), data.lat.len());
+
+        // Row 0: two points, listed -> reduced, oldest first.
+        let r0 = data.listing_at(0);
+        assert_eq!(r0.price_history.len(), 2);
+        assert_eq!(r0.price_history[0].date, "2026-07-01");
+        assert_eq!(r0.price_history[0].price, 500_000);
+        assert_eq!(r0.price_history[0].reason, "listed");
+        assert_eq!(r0.price_history[1].price, 480_000);
+        assert_eq!(r0.price_history[1].reason, "reduced");
+
+        // Row 1: a single "listed" point.
+        assert_eq!(data.listing_at(1).price_history.len(), 1);
+        // Row 2 (empty list) and row 3 (null) carry no points.
+        assert!(data.listing_at(2).price_history.is_empty());
+        assert!(data.listing_at(3).price_history.is_empty());
+    }
 }

server-rs/src/data/property/loading.rs

@@ -903,6 +903,40 @@ impl PropertyData {
         for rows in postcode_row_index.values_mut() {
             rows.shrink_to_fit();
         }
+
+        // Group postcode keys by sector ("E14 2") and outward code ("E14") so the
+        // wider-area price-history charts can enumerate a sector's / outcode's
+        // properties. Storing keys (one per postcode) rather than rows keeps this
+        // an order of magnitude smaller than the row index.
+        let mut sector_postcode_index: FxHashMap<String, Vec<lasso::Spur>> = FxHashMap::default();
+        let mut outcode_postcode_index: FxHashMap<String, Vec<lasso::Spur>> = FxHashMap::default();
+        for &key in postcode_row_index.keys() {
+            let postcode = postcode_rodeo.resolve(&key);
+            if let Some(sector) = crate::utils::postcode_sector(postcode) {
+                sector_postcode_index
+                    .entry(sector.to_string())
+                    .or_default()
+                    .push(key);
+            }
+            if let Some(outcode) = crate::utils::postcode_outcode(postcode) {
+                outcode_postcode_index
+                    .entry(outcode.to_string())
+                    .or_default()
+                    .push(key);
+            }
+        }
+        for keys in sector_postcode_index.values_mut() {
+            keys.shrink_to_fit();
+        }
+        for keys in outcode_postcode_index.values_mut() {
+            keys.shrink_to_fit();
+        }
+        tracing::info!(
+            sectors = sector_postcode_index.len(),
+            outcodes = outcode_postcode_index.len(),
+            "Sector/outcode postcode indexes built"
+        );
+
         let postcode_interner = postcode_rodeo.into_reader();
 
         let row_to_poi_metric_idx: Vec<u32> = if poi_metrics.is_empty() {
@@ -1122,6 +1156,8 @@ impl PropertyData {
             postcode_interner,
             postcode_keys,
             postcode_row_index,
+            sector_postcode_index,
+            outcode_postcode_index,
             address_token_index,
             address_prefix_index,
             address_search_interner,

server-rs/src/data/property/mod.rs

@@ -18,7 +18,7 @@ mod quant;
 mod stats;
 
 pub use h3::precompute_h3;
-pub use poi_metrics::PostcodePoiMetrics;
+pub use poi_metrics::{PostcodePoiMetrics, COMBINED_STATION_CATEGORY};
 pub use quant::QuantRef;
 pub use stats::{FeatureStats, Histogram};
 
@@ -90,6 +90,14 @@ pub struct PropertyData {
     postcode_keys: SpillVec<lasso::Spur>,
     /// Rows for each postcode, keyed by the interned postcode key.
     postcode_row_index: FxHashMap<lasso::Spur, Vec<u32>>,
+    /// Postcode keys for each postcode sector (e.g. "E14 2"). Stores interned
+    /// keys, not rows, so the wider-area price-history charts can enumerate a
+    /// sector's properties (via `postcode_row_index`) for ~1/13th the memory of
+    /// duplicating the row ids.
+    sector_postcode_index: FxHashMap<String, Vec<lasso::Spur>>,
+    /// Postcode keys for each outward code (e.g. "E14"). Same rationale as
+    /// `sector_postcode_index`.
+    outcode_postcode_index: FxHashMap<String, Vec<lasso::Spur>>,
     /// Inverted index from address tokens to property rows.
     address_token_index: FxHashMap<String, Vec<u32>>,
     /// Prefix lookup from typed address-token prefix to indexed full address tokens.
@@ -156,6 +164,31 @@ impl PropertyData {
             .unwrap_or(&[])
     }
 
+    /// All property rows in a postcode sector (e.g. "E14 2"), gathered across the
+    /// sector's postcodes. Empty if the sector is unknown. Materializes a new Vec
+    /// since the rows live in per-postcode buckets; callers downsample it.
+    pub fn rows_for_sector(&self, sector: &str) -> Vec<u32> {
+        self.rows_for_area(self.sector_postcode_index.get(sector))
+    }
+
+    /// All property rows in an outward code (e.g. "E14"). See `rows_for_sector`.
+    pub fn rows_for_outcode(&self, outcode: &str) -> Vec<u32> {
+        self.rows_for_area(self.outcode_postcode_index.get(outcode))
+    }
+
+    fn rows_for_area(&self, postcode_keys: Option<&Vec<lasso::Spur>>) -> Vec<u32> {
+        let Some(keys) = postcode_keys else {
+            return Vec::new();
+        };
+        let mut rows = Vec::new();
+        for key in keys {
+            if let Some(bucket) = self.postcode_row_index.get(key) {
+                rows.extend_from_slice(bucket);
+            }
+        }
+        rows
+    }
+
     /// Get the is_approx_build_date flag for a given row (bit-packed).
     pub fn is_approx_build_date(&self, row: usize) -> bool {
         let byte = self.approx_build_date_bits[row / 8];
@@ -253,6 +286,8 @@ impl PropertyData {
             postcode_interner: lasso::Rodeo::default().into_reader(),
             postcode_keys: SpillVec::owned(Vec::new()),
             postcode_row_index: FxHashMap::default(),
+            sector_postcode_index: FxHashMap::default(),
+            outcode_postcode_index: FxHashMap::default(),
             address_token_index: FxHashMap::default(),
             address_prefix_index: FxHashMap::default(),
             address_search_interner: lasso::Rodeo::default().into_resolver(),

server-rs/src/data/property/poi_metrics.rs

@@ -44,7 +44,7 @@ impl PostcodePoiMetrics {
 
     pub(super) fn from_postcode_df(
         df: &DataFrame,
-        feature_names: Vec<String>,
+        mut feature_names: Vec<String>,
     ) -> anyhow::Result<Self> {
         if feature_names.is_empty() {
             return Ok(Self::empty(0));
@@ -56,7 +56,7 @@ impl PostcodePoiMetrics {
             "Building postcode POI metric side table"
         );
 
-        let col_major: Vec<Vec<f32>> = feature_names
+        let mut col_major: Vec<Vec<f32>> = feature_names
             .par_iter()
             .map(|name| {
                 let column = df
@@ -66,6 +66,8 @@ impl PostcodePoiMetrics {
             })
             .collect::<anyhow::Result<Vec<_>>>()?;
 
+        append_combined_station_distance(&mut feature_names, &mut col_major);
+
         let feature_stats: Vec<FeatureStats> = col_major
             .par_iter()
             .enumerate()
@@ -198,3 +200,140 @@ impl PostcodePoiMetrics {
         self.decode_raw(metric_idx, self.raw_for_property_row(row, metric_idx))
     }
 }
+
+/// Category name of the synthetic "nearest of any rail mode" distance feature.
+pub const COMBINED_STATION_CATEGORY: &str = "Any station";
+
+/// Per-mode transport categories folded into [`COMBINED_STATION_CATEGORY`].
+const COMBINED_STATION_SOURCE_CATEGORIES: &[&str] = &[
+    "Rail station",
+    "Tube station",
+    "DLR station",
+    "Tram & Metro stop",
+];
+
+fn poi_distance_feature_name(category: &str) -> String {
+    format!("Distance to nearest amenity ({category}) (km)")
+}
+
+/// Append a synthetic combined-station distance column: the elementwise minimum
+/// of the per-mode rail/tube/tram/DLR distance columns that are present. This
+/// lets users filter on the nearest station of any rail mode without a data
+/// rebuild, since the source columns are already loaded. NaN (no station) rows
+/// stay NaN only when every source is missing.
+fn append_combined_station_distance(
+    feature_names: &mut Vec<String>,
+    col_major: &mut Vec<Vec<f32>>,
+) {
+    let combined_name = poi_distance_feature_name(COMBINED_STATION_CATEGORY);
+    // Guard against re-synthesis or a pipeline that already provides the column.
+    if feature_names.iter().any(|name| name == &combined_name) {
+        return;
+    }
+
+    let source_indices: Vec<usize> = COMBINED_STATION_SOURCE_CATEGORIES
+        .iter()
+        .filter_map(|category| {
+            let name = poi_distance_feature_name(category);
+            feature_names.iter().position(|existing| existing == &name)
+        })
+        .collect();
+    if source_indices.is_empty() {
+        return;
+    }
+
+    let row_count = col_major.first().map_or(0, Vec::len);
+    let combined: Vec<f32> = (0..row_count)
+        .into_par_iter()
+        .map(|row| {
+            let nearest = source_indices
+                .iter()
+                .map(|&idx| col_major[idx][row])
+                .filter(|value| value.is_finite())
+                .fold(f32::INFINITY, f32::min);
+            if nearest.is_finite() {
+                nearest
+            } else {
+                f32::NAN
+            }
+        })
+        .collect();
+
+    tracing::info!(
+        sources = source_indices.len(),
+        "Synthesized combined-station POI distance column"
+    );
+    feature_names.push(combined_name);
+    col_major.push(combined);
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn dist_name(category: &str) -> String {
+        format!("Distance to nearest amenity ({category}) (km)")
+    }
+
+    #[test]
+    fn combined_station_is_elementwise_min_ignoring_nan() {
+        let mut names = vec![
+            dist_name("Rail station"),
+            dist_name("Tube station"),
+            dist_name("DLR station"),
+            dist_name("Tram & Metro stop"),
+        ];
+        let nan = f32::NAN;
+        let mut cols = vec![
+            vec![2.0, nan, 5.0], // Rail
+            vec![1.0, nan, nan], // Tube
+            vec![3.0, 4.0, nan], // DLR
+            vec![nan, nan, nan], // Tram & Metro
+        ];
+
+        append_combined_station_distance(&mut names, &mut cols);
+
+        assert_eq!(names.last().unwrap(), &dist_name(COMBINED_STATION_CATEGORY));
+        let combined = cols.last().unwrap();
+        assert_eq!(combined[0], 1.0); // min(2, 1, 3), tram NaN ignored
+        assert_eq!(combined[1], 4.0); // only DLR present
+        assert_eq!(combined[2], 5.0); // only Rail present
+    }
+
+    #[test]
+    fn combined_station_row_with_no_station_stays_nan() {
+        let mut names = vec![dist_name("Rail station")];
+        let mut cols = vec![vec![f32::NAN, 2.0]];
+
+        append_combined_station_distance(&mut names, &mut cols);
+
+        let combined = cols.last().unwrap();
+        assert!(combined[0].is_nan());
+        assert_eq!(combined[1], 2.0);
+    }
+
+    #[test]
+    fn no_source_categories_appends_nothing() {
+        let mut names = vec![dist_name("Café"), dist_name("Pub")];
+        let mut cols = vec![vec![1.0], vec![2.0]];
+
+        append_combined_station_distance(&mut names, &mut cols);
+
+        assert_eq!(names.len(), 2);
+        assert_eq!(cols.len(), 2);
+    }
+
+    #[test]
+    fn combined_station_is_not_duplicated() {
+        let mut names = vec![
+            dist_name("Rail station"),
+            dist_name(COMBINED_STATION_CATEGORY),
+        ];
+        let mut cols = vec![vec![1.0], vec![1.0]];
+
+        append_combined_station_distance(&mut names, &mut cols);
+
+        assert_eq!(names.len(), 2);
+        assert_eq!(cols.len(), 2);
+    }
+}

server-rs/src/main.rs

@@ -685,6 +685,14 @@ async fn main() -> anyhow::Result<()> {
         &cli.google_oauth_client_secret,
     )
     .await?;
+    pocketbase::ensure_password_reset_template(
+        &http_client,
+        &cli.pocketbase_url,
+        &cli.pocketbase_admin_email,
+        &cli.pocketbase_admin_password,
+        &cli.public_url,
+    )
+    .await?;
     info!("Gemini configured (model: {})", cli.gemini_model);
     let tt_path = &cli.travel_times;
     if !tt_path.exists() {

server-rs/src/og_middleware.rs

@@ -171,6 +171,15 @@ fn seo_page_for_path(path: &str) -> Option<SeoPage> {
             description: "Manage your Perfect Postcode account, saved searches, shared links and invitations.",
             indexable: false,
         }),
+        // The password-reset email links here (see pocketbase::ensure_password_reset_template).
+        // Without this entry should_return_404 would 404 the SPA route and the emailed link
+        // would dead-end, which is the whole bug this page exists to fix.
+        "/reset-password" => Some(SeoPage {
+            canonical_path: "/reset-password",
+            title: "Reset your password | Perfect Postcode",
+            description: "Choose a new password for your Perfect Postcode account.",
+            indexable: false,
+        }),
         _ if path.starts_with("/invite/") => Some(SeoPage {
             canonical_path: "/invite",
             title: "You're invited to Perfect Postcode",
@@ -508,6 +517,14 @@ mod tests {
         assert!(should_return_404("/definitely-not-a-real-page"));
     }
 
+    #[test]
+    fn reset_password_page_resolves_and_is_not_404() {
+        // The PocketBase reset email links to this SPA route (the middleware sees only the
+        // path, not the ?token= query), so it must render rather than 404.
+        assert!(seo_page_for_path("/reset-password").is_some());
+        assert!(!should_return_404("/reset-password"));
+    }
+
     #[test]
     fn indexable_pages_emit_hreflang() {
         let page = seo_page_for_path("/terms").expect("terms page");

server-rs/src/routes/hexagon_stats.rs

@@ -61,6 +61,11 @@ pub struct EnumFeatureStats {
 pub struct PricePoint {
     pub year: f32,
     pub price: f32,
+    /// Sale price divided by the property's EPC floor area (the "Price per sqm"
+    /// feature). Absent where no floor area is recorded, so the per-m² view drops
+    /// those points.
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub price_per_sqm: Option<f32>,
 }
 
 #[derive(Serialize)]
@@ -143,6 +148,15 @@ pub struct HexagonStatsResponse {
     pub enum_features: Vec<EnumFeatureStats>,
     #[serde(skip_serializing_if = "Vec::is_empty")]
     pub price_history: Vec<PricePoint>,
+    /// Price history for every sale in the selection's postcode sector (e.g.
+    /// "E14 2"), independent of the active filters: a wider-area reference for
+    /// the selection's own chart.
+    #[serde(skip_serializing_if = "Vec::is_empty")]
+    pub sector_price_history: Vec<PricePoint>,
+    /// Price history for every sale in the selection's outward code (e.g. "E14"),
+    /// independent of the active filters.
+    #[serde(skip_serializing_if = "Vec::is_empty")]
+    pub outcode_price_history: Vec<PricePoint>,
     #[serde(skip_serializing_if = "Vec::is_empty")]
     pub crime_by_year: Vec<CrimeYearStats>,
     /// Latest year in the crime dataset as a whole. When a selection's series
@@ -642,6 +656,12 @@ pub async fn get_hexagon_stats(
 
         let price_history =
             stats::extract_price_history(&matching_rows, &state.data, &state.feature_name_to_index);
+        // Sector/outcode price histories are a postcode-selection feature only: a
+        // hexagon straddles arbitrary postcodes, so its central postcode's
+        // sector/outcode is not a meaningful aggregation unit. The frontend hides
+        // them for hexagons, so skip the (potentially large) outcode scan here.
+        let sector_price_history: Vec<PricePoint> = Vec::new();
+        let outcode_price_history: Vec<PricePoint> = Vec::new();
 
         let crime_by_year = stats::compute_crime_by_year(
             &matching_rows,
@@ -733,6 +753,8 @@ pub async fn get_hexagon_stats(
             numeric_features,
             enum_features: enum_features_out,
             price_history,
+            sector_price_history,
+            outcode_price_history,
             crime_by_year,
             crime_latest_year,
             crime_outcode,

server-rs/src/routes/stats.rs

@@ -4,7 +4,7 @@ use metrics::counter;
 use rustc_hash::FxHashMap;
 use tracing::error;
 
-use crate::consts::PRICE_HISTORY_POINTS_LIMIT;
+use crate::consts::{AREA_PRICE_HISTORY_POINTS_LIMIT, PRICE_HISTORY_POINTS_LIMIT};
 use crate::data::area_crime_averages::AreaCrimeAverages;
 use crate::data::crime_by_year::CrimeByYearData;
 use crate::data::{FeatureStats, PostcodePoiMetrics, PropertyData};
@@ -15,47 +15,122 @@ use super::hexagon_stats::{
     NumericFeatureStats, PricePoint,
 };
 
-/// Extract price history (year, price) pairs from matching rows, downsampled if needed.
+/// Feature indexes needed to build price-history points, resolved once.
+struct PriceHistoryIndexes {
+    year: usize,
+    /// "Price per sqm" (last sale price / EPC floor area), when the feature
+    /// exists. Populates each point's optional `price_per_sqm`.
+    price_per_sqm: Option<usize>,
+}
+
+impl PriceHistoryIndexes {
+    fn resolve(feature_name_to_index: &FxHashMap<String, usize>) -> Option<Self> {
+        Some(Self {
+            year: feature_name_to_index
+                .get("Date of last transaction")
+                .copied()?,
+            price_per_sqm: feature_name_to_index.get("Price per sqm").copied(),
+        })
+    }
+}
+
+/// Build (year, price, price_per_sqm) points from an iterator of rows, dropping
+/// rows without a finite year or price, then stride-downsampling to `limit`.
+fn build_price_points(
+    rows: impl Iterator<Item = usize>,
+    data: &PropertyData,
+    idx: &PriceHistoryIndexes,
+    limit: usize,
+) -> Vec<PricePoint> {
+    let mut points: Vec<PricePoint> = rows
+        .filter_map(|row| {
+            let year = data.get_feature(row, idx.year);
+            let price = data.last_known_price_raw(row);
+            if !(year.is_finite() && price.is_finite()) {
+                return None;
+            }
+            let price_per_sqm = idx
+                .price_per_sqm
+                .map(|pi| data.get_feature(row, pi))
+                .filter(|v| v.is_finite() && *v > 0.0);
+            Some(PricePoint {
+                year,
+                price,
+                price_per_sqm,
+            })
+        })
+        .collect();
+    if points.len() > limit {
+        let step = points.len() as f64 / limit as f64;
+        points = (0..limit)
+            .map(|i| {
+                let src = &points[(i as f64 * step) as usize];
+                PricePoint {
+                    year: src.year,
+                    price: src.price,
+                    price_per_sqm: src.price_per_sqm,
+                }
+            })
+            .collect();
+    }
+    points
+}
+
+/// Extract price history (year, price, price_per_sqm) pairs from matching rows,
+/// downsampled if needed.
 pub fn extract_price_history(
     matching_rows: &[usize],
     data: &PropertyData,
     feature_name_to_index: &FxHashMap<String, usize>,
 ) -> Vec<PricePoint> {
-    let year_idx = feature_name_to_index
+    match PriceHistoryIndexes::resolve(feature_name_to_index) {
-        .get("Date of last transaction")
+        Some(idx) => build_price_points(
-        .copied();
+            matching_rows.iter().copied(),
-    match year_idx {
+            data,
-        Some(yi) => {
+            &idx,
-            let mut points: Vec<PricePoint> = matching_rows
+            PRICE_HISTORY_POINTS_LIMIT,
-                .iter()
+        ),
-                .filter_map(|&row| {
-                    let year = data.get_feature(row, yi);
-                    let price = data.last_known_price_raw(row);
-                    if year.is_finite() && price.is_finite() {
-                        Some(PricePoint { year, price })
-                    } else {
-                        None
-                    }
-                })
-                .collect();
-            if points.len() > PRICE_HISTORY_POINTS_LIMIT {
-                let step = points.len() as f64 / PRICE_HISTORY_POINTS_LIMIT as f64;
-                points = (0..PRICE_HISTORY_POINTS_LIMIT)
-                    .map(|i| {
-                        let idx = (i as f64 * step) as usize;
-                        PricePoint {
-                            year: points[idx].year,
-                            price: points[idx].price,
-                        }
-                    })
-                    .collect();
-            }
-            points
-        }
         None => Vec::new(),
     }
 }
 
+/// Price histories for the selection's postcode sector and outward code, taken
+/// over *every* sale in those areas (filter-independent), as wider-area context
+/// for the selection's own chart. Returns `(sector_history, outcode_history)`.
+pub fn extract_area_price_histories(
+    central_postcode: Option<&str>,
+    data: &PropertyData,
+    feature_name_to_index: &FxHashMap<String, usize>,
+) -> (Vec<PricePoint>, Vec<PricePoint>) {
+    let (Some(postcode), Some(idx)) = (
+        central_postcode,
+        PriceHistoryIndexes::resolve(feature_name_to_index),
+    ) else {
+        return (Vec::new(), Vec::new());
+    };
+    let sector = postcode_sector(postcode)
+        .map(|s| {
+            build_price_points(
+                data.rows_for_sector(s).into_iter().map(|r| r as usize),
+                data,
+                &idx,
+                AREA_PRICE_HISTORY_POINTS_LIMIT,
+            )
+        })
+        .unwrap_or_default();
+    let outcode = postcode_outcode(postcode)
+        .map(|o| {
+            build_price_points(
+                data.rows_for_outcode(o).into_iter().map(|r| r as usize),
+                data,
+                &idx,
+                AREA_PRICE_HISTORY_POINTS_LIMIT,
+            )
+        })
+        .unwrap_or_default();
+    (sector, outcode)
+}
+
 /// Per-feature accumulator kind, determined once before the row loop.
 enum FeatureAccum {
     /// Numeric: track count, min, max, sum, histogram bins.