diff --git a/.beads/issues.jsonl b/.beads/issues.jsonl
index 9ecf2c6..9500346 100644
--- a/.beads/issues.jsonl
+++ b/.beads/issues.jsonl
@@ -3,7 +3,7 @@
 {"id":"fotospiel-app-0h0","title":"SEC-BILL-02 Signature freshness + retry policies for Paddle webhooks","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T15:53:37.618780852+01:00","created_by":"soeren","updated_at":"2026-01-01T15:53:37.618780852+01:00"}
 {"id":"fotospiel-app-0rb","title":"Tenant admin onboarding: inline checkout integration in welcome flow","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:08:22.434997456+01:00","created_by":"soeren","updated_at":"2026-01-01T16:08:28.026795975+01:00","closed_at":"2026-01-01T16:08:28.026795975+01:00","close_reason":"Completed in codebase (verified)"}
 {"id":"fotospiel-app-0u0","title":"Paddle migration: design Paddle data mappings for packages/products/prices","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:57:15.991704177+01:00","created_by":"soeren","updated_at":"2026-01-01T15:57:21.629616074+01:00","closed_at":"2026-01-01T15:57:21.629616074+01:00","close_reason":"Completed in codebase (verified)"}
-{"id":"fotospiel-app-1hh","title":"Coupon ops: expand fraud tooling with IP/device reputation","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T16:09:33.355825022+01:00","created_by":"soeren","updated_at":"2026-01-01T16:09:33.355825022+01:00"}
+{"id":"fotospiel-app-1hh","title":"Coupon ops: expand fraud tooling with IP/device reputation","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:09:33.355825022+01:00","created_by":"soeren","updated_at":"2026-01-02T23:28:08.628957239+01:00","closed_at":"2026-01-02T23:28:08.628957239+01:00","close_reason":"Closed"}
 {"id":"fotospiel-app-1md","title":"Paddle catalog sync: SyncPackageToPaddle job create/update","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:00:36.196972205+01:00","created_by":"soeren","updated_at":"2026-01-01T16:00:41.854731591+01:00","closed_at":"2026-01-01T16:00:41.854731591+01:00","close_reason":"Completed in codebase (verified)"}
 {"id":"fotospiel-app-25q","title":"Security review: payments/webhooks code audit (signatures, idempotency, linkage)","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T16:05:25.747336642+01:00","created_by":"soeren","updated_at":"2026-01-01T16:05:25.747336642+01:00"}
 {"id":"fotospiel-app-29o","title":"Paddle catalog sync: PackageResource sync status badges + timestamp","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:01:10.009385187+01:00","created_by":"soeren","updated_at":"2026-01-01T16:01:15.639525807+01:00","closed_at":"2026-01-01T16:01:15.639525807+01:00","close_reason":"Completed in codebase (verified)"}
@@ -75,14 +75,14 @@
 {"id":"fotospiel-app-lnb","title":"SEC-GT-01 Hash join tokens + data migration","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:52:01.658868778+01:00","created_by":"soeren","updated_at":"2026-01-01T15:52:07.314317124+01:00","closed_at":"2026-01-01T15:52:07.314317124+01:00","close_reason":"Completed in codebase (verified)"}
 {"id":"fotospiel-app-lqp","title":"Integrations health (Paddle/RevenueCat/webhooks)","description":"Health/status dashboard for payment and webhook integrations.","status":"closed","priority":3,"issue_type":"feature","created_at":"2026-01-01T14:20:25.197673148+01:00","updated_at":"2026-01-02T18:45:16.225355969+01:00","closed_at":"2026-01-02T18:45:16.225355969+01:00","close_reason":"Closed"}
 {"id":"fotospiel-app-ml7","title":"SEC-GT-03 Tighten gallery/photo rate limits + alerting","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T15:52:18.593415508+01:00","created_by":"soeren","updated_at":"2026-01-01T15:52:18.593415508+01:00"}
-{"id":"fotospiel-app-mol","title":"Coupon ops: wire analytics into Matomo dashboard","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T16:09:27.722458747+01:00","created_by":"soeren","updated_at":"2026-01-01T16:09:27.722458747+01:00"}
+{"id":"fotospiel-app-mol","title":"Coupon ops: wire analytics into Matomo dashboard","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:09:27.722458747+01:00","created_by":"soeren","updated_at":"2026-01-02T23:28:18.178704873+01:00","closed_at":"2026-01-02T23:28:18.178704873+01:00","close_reason":"Closed"}
 {"id":"fotospiel-app-mpu","title":"Checkout refactor: test coverage + rollout notes","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:06:43.488302531+01:00","created_by":"soeren","updated_at":"2026-01-01T16:06:49.13645691+01:00","closed_at":"2026-01-01T16:06:49.13645691+01:00","close_reason":"Completed in codebase (verified)"}
 {"id":"fotospiel-app-mx5","title":"Localized SEO: sitemap updated with locale alternates","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:02:15.177013722+01:00","created_by":"soeren","updated_at":"2026-01-01T16:02:20.812287917+01:00","closed_at":"2026-01-01T16:02:20.812287917+01:00","close_reason":"Completed in codebase (verified)"}
 {"id":"fotospiel-app-mxw","title":"Security review: configure env assumptions for dynamic testing","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T16:04:29.498402235+01:00","created_by":"soeren","updated_at":"2026-01-01T16:04:29.498402235+01:00"}
 {"id":"fotospiel-app-n8q","title":"Paddle migration: draft production cutover procedure","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:56:51.427425262+01:00","created_by":"soeren","updated_at":"2026-01-02T22:28:41.469357437+01:00","closed_at":"2026-01-02T22:28:41.469357437+01:00","close_reason":"Completed"}
 {"id":"fotospiel-app-nfi","title":"Paddle catalog sync: add Link existing Paddle entity action in admin","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:59:09.164334657+01:00","created_by":"soeren","updated_at":"2026-01-02T22:15:15.030896509+01:00","closed_at":"2026-01-02T22:15:15.030896509+01:00","close_reason":"Completed"}
 {"id":"fotospiel-app-niv","title":"Paddle catalog sync: Package model casts/fillable + factory","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:00:13.646318173+01:00","created_by":"soeren","updated_at":"2026-01-01T16:00:19.296543136+01:00","closed_at":"2026-01-01T16:00:19.296543136+01:00","close_reason":"Completed in codebase (verified)"}
-{"id":"fotospiel-app-o4n","title":"Audit PayPal SDK migration doc vs code (PayPal integration missing)","status":"open","priority":2,"issue_type":"task","created_at":"2026-01-01T16:07:34.316575518+01:00","created_by":"soeren","updated_at":"2026-01-01T16:07:34.316575518+01:00"}
+{"id":"fotospiel-app-o4n","title":"Audit PayPal SDK migration doc vs code (PayPal integration missing)","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T16:07:34.316575518+01:00","created_by":"soeren","updated_at":"2026-01-02T22:58:57.08098896+01:00","closed_at":"2026-01-02T22:58:57.08098896+01:00","close_reason":"Closed"}
 {"id":"fotospiel-app-o96","title":"Paddle catalog sync: seed sandbox catalog via MCP","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:59:37.63819424+01:00","created_by":"soeren","updated_at":"2026-01-02T21:05:42.225830987+01:00","closed_at":"2026-01-02T21:05:42.225830987+01:00","close_reason":"Not needed"}
 {"id":"fotospiel-app-oix","title":"Paddle catalog sync: Playwright smoke for admin sync action","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:59:31.939471627+01:00","created_by":"soeren","updated_at":"2026-01-02T21:11:19.467604455+01:00","closed_at":"2026-01-02T21:11:19.467604455+01:00","close_reason":"Deprioritized"}
 {"id":"fotospiel-app-oof","title":"Paddle migration: tenant admin billing pages (Paddle transactions/portal)","status":"closed","priority":2,"issue_type":"task","created_at":"2026-01-01T15:58:23.581152289+01:00","created_by":"soeren","updated_at":"2026-01-01T15:58:29.178846317+01:00","closed_at":"2026-01-01T15:58:29.178846317+01:00","close_reason":"Completed in codebase (verified)"}
diff --git a/.beads/last-touched b/.beads/last-touched
index 4f12500..e4c80e9e 100644
--- a/.beads/last-touched
+++ b/.beads/last-touched
@@ -1 +1 @@
-fotospiel-app-y1f
+fotospiel-app-mol
diff --git a/app/Filament/Resources/Coupons/RelationManagers/RedemptionsRelationManager.php b/app/Filament/Resources/Coupons/RelationManagers/RedemptionsRelationManager.php
index 1c6f597..86eae8a 100644
--- a/app/Filament/Resources/Coupons/RelationManagers/RedemptionsRelationManager.php
+++ b/app/Filament/Resources/Coupons/RelationManagers/RedemptionsRelationManager.php
@@ -7,6 +7,7 @@ use Filament\Schemas\Schema;
 use Filament\Tables\Columns\TextColumn;
 use Filament\Tables\Filters\SelectFilter;
 use Filament\Tables\Table;
+use Illuminate\Support\Str;
 
 class RedemptionsRelationManager extends RelationManager
 {
@@ -25,6 +26,30 @@ class RedemptionsRelationManager extends RelationManager
                 TextColumn::make('tenant.name')
                     ->label(__('Tenant'))
                     ->searchable(),
+                TextColumn::make('ip_address')
+                    ->label(__('IP'))
+                    ->copyable()
+                    ->toggleable(isToggledHiddenByDefault: true),
+                TextColumn::make('device_id')
+                    ->label(__('Device'))
+                    ->copyable()
+                    ->toggleable(isToggledHiddenByDefault: true),
+                TextColumn::make('user_agent')
+                    ->label(__('User agent'))
+                    ->toggleable(isToggledHiddenByDefault: true)
+                    ->wrap(),
+                TextColumn::make('fraud_ip')
+                    ->label(__('IP reputation'))
+                    ->badge()
+                    ->formatStateUsing(fn ($state, $record) => self::formatReputation(data_get($record->metadata, 'fraud.ip')))
+                    ->color(fn ($state, $record) => self::riskColor(data_get($record->metadata, 'fraud.ip.risk')))
+                    ->toggleable(isToggledHiddenByDefault: true),
+                TextColumn::make('fraud_device')
+                    ->label(__('Device reputation'))
+                    ->badge()
+                    ->formatStateUsing(fn ($state, $record) => self::formatReputation(data_get($record->metadata, 'fraud.device')))
+                    ->color(fn ($state, $record) => self::riskColor(data_get($record->metadata, 'fraud.device.risk')))
+                    ->toggleable(isToggledHiddenByDefault: true),
                 TextColumn::make('user.name')
                     ->label(__('User'))
                     ->toggleable(isToggledHiddenByDefault: true),
@@ -69,4 +94,30 @@ class RedemptionsRelationManager extends RelationManager
             ->recordActions([])
             ->toolbarActions([]);
     }
+
+    /**
+     * @param  array{risk?: string, recent_failed?: int, recent_total?: int}|null  $snapshot
+     */
+    private static function formatReputation(?array $snapshot): string
+    {
+        if (! $snapshot) {
+            return '—';
+        }
+
+        $risk = Str::headline($snapshot['risk'] ?? 'unknown');
+        $failed = (int) ($snapshot['recent_failed'] ?? 0);
+        $total = (int) ($snapshot['recent_total'] ?? 0);
+
+        return sprintf('%s (%d/%d)', $risk, $failed, $total);
+    }
+
+    private static function riskColor(?string $risk): string
+    {
+        return match ($risk) {
+            'high' => 'danger',
+            'medium' => 'warning',
+            'low' => 'success',
+            default => 'gray',
+        };
+    }
 }
diff --git a/app/Http/Controllers/CheckoutController.php b/app/Http/Controllers/CheckoutController.php
index 86ac630..974ef1b 100644
--- a/app/Http/Controllers/CheckoutController.php
+++ b/app/Http/Controllers/CheckoutController.php
@@ -17,6 +17,7 @@ use App\Services\Checkout\CheckoutAssignmentService;
 use App\Services\Checkout\CheckoutSessionService;
 use App\Services\Paddle\Exceptions\PaddleException;
 use App\Services\Paddle\PaddleTransactionService;
+use App\Support\CheckoutRequestContext;
 use App\Support\CheckoutRoutes;
 use App\Support\Concerns\PresentsPackages;
 use Illuminate\Http\JsonResponse;
@@ -226,10 +227,13 @@ class CheckoutController extends Controller
             ], 422);
         }
 
-        $session = $sessions->createOrResume($user, $package, [
-            'tenant' => $user->tenant,
-            'locale' => $validated['locale'] ?? null,
-        ]);
+        $session = $sessions->createOrResume($user, $package, array_merge(
+            CheckoutRequestContext::fromRequest($request),
+            [
+                'tenant' => $user->tenant,
+                'locale' => $validated['locale'] ?? null,
+            ]
+        ));
 
         $sessions->selectProvider($session, CheckoutSession::PROVIDER_FREE);
 
diff --git a/app/Http/Controllers/MarketingController.php b/app/Http/Controllers/MarketingController.php
index ea64ed7..3c3f1b3 100644
--- a/app/Http/Controllers/MarketingController.php
+++ b/app/Http/Controllers/MarketingController.php
@@ -14,6 +14,7 @@ use App\Services\Checkout\CheckoutSessionService;
 use App\Services\Coupons\CouponService;
 use App\Services\GiftVouchers\GiftVoucherCheckoutService;
 use App\Services\Paddle\PaddleCheckoutService;
+use App\Support\CheckoutRequestContext;
 use App\Support\Concerns\PresentsPackages;
 use Illuminate\Http\Request;
 use Illuminate\Support\Facades\Auth;
@@ -203,9 +204,12 @@ class MarketingController extends Controller
                 ->with('error', __('marketing.packages.paddle_not_configured'));
         }
 
-        $session = $this->checkoutSessions->createOrResume($user, $package, [
-            'tenant' => $tenant,
-        ]);
+        $session = $this->checkoutSessions->createOrResume($user, $package, array_merge(
+            CheckoutRequestContext::fromRequest($request),
+            [
+                'tenant' => $tenant,
+            ]
+        ));
 
         $this->checkoutSessions->selectProvider($session, CheckoutSession::PROVIDER_PADDLE);
 
diff --git a/app/Http/Controllers/PaddleCheckoutController.php b/app/Http/Controllers/PaddleCheckoutController.php
index 612692e..66466e2 100644
--- a/app/Http/Controllers/PaddleCheckoutController.php
+++ b/app/Http/Controllers/PaddleCheckoutController.php
@@ -8,6 +8,7 @@ use App\Models\Package;
 use App\Services\Checkout\CheckoutSessionService;
 use App\Services\Coupons\CouponService;
 use App\Services\Paddle\PaddleCheckoutService;
+use App\Support\CheckoutRequestContext;
 use Illuminate\Http\JsonResponse;
 use Illuminate\Support\Facades\Auth;
 use Illuminate\Support\Str;
@@ -38,9 +39,12 @@ class PaddleCheckoutController extends Controller
             throw ValidationException::withMessages(['package_id' => 'Package is not linked to a Paddle price.']);
         }
 
-        $session = $this->sessions->createOrResume($user, $package, [
-            'tenant' => $tenant,
-        ]);
+        $session = $this->sessions->createOrResume($user, $package, array_merge(
+            CheckoutRequestContext::fromRequest($request),
+            [
+                'tenant' => $tenant,
+            ]
+        ));
 
         $this->sessions->selectProvider($session, CheckoutSession::PROVIDER_PADDLE);
 
diff --git a/app/Models/CouponRedemption.php b/app/Models/CouponRedemption.php
index d0b996b..a50b659 100644
--- a/app/Models/CouponRedemption.php
+++ b/app/Models/CouponRedemption.php
@@ -26,6 +26,9 @@ class CouponRedemption extends Model
         'paddle_transaction_id',
         'status',
         'failure_reason',
+        'ip_address',
+        'device_id',
+        'user_agent',
         'amount_discounted',
         'currency',
         'metadata',
diff --git a/app/Services/Checkout/CheckoutSessionService.php b/app/Services/Checkout/CheckoutSessionService.php
index da6e0b4..7746ac0 100644
--- a/app/Services/Checkout/CheckoutSessionService.php
+++ b/app/Services/Checkout/CheckoutSessionService.php
@@ -32,6 +32,9 @@ class CheckoutSessionService
 
             if ($existing) {
                 $this->refreshExpiration($existing);
+                if ($this->applyRequestContext($existing, $context)) {
+                    $existing->save();
+                }
 
                 return $existing;
             }
@@ -50,6 +53,7 @@ class CheckoutSessionService
             $session->locale = $context['locale'] ?? app()->getLocale();
             $session->expires_at = now()->addMinutes($this->sessionTtlMinutes);
             $session->status_history = [];
+            $this->applyRequestContext($session, $context);
             $this->appendStatus($session, CheckoutSession::STATUS_DRAFT, 'session_created');
 
             $session->save();
@@ -218,6 +222,27 @@ class CheckoutSessionService
         $session->status_history = $history;
     }
 
+    protected function applyRequestContext(CheckoutSession $session, array $context): bool
+    {
+        $updated = false;
+
+        foreach (['ip_address', 'device_id', 'user_agent'] as $key) {
+            if (! array_key_exists($key, $context)) {
+                continue;
+            }
+
+            $value = $context[$key];
+            if (! is_string($value) || $value === '') {
+                continue;
+            }
+
+            $session->{$key} = $value;
+            $updated = true;
+        }
+
+        return $updated;
+    }
+
     protected function packageSnapshot(Package $package): array
     {
         return [
diff --git a/app/Services/Coupons/CouponRedemptionService.php b/app/Services/Coupons/CouponRedemptionService.php
index 7aa14bf..a9b37cf 100644
--- a/app/Services/Coupons/CouponRedemptionService.php
+++ b/app/Services/Coupons/CouponRedemptionService.php
@@ -9,7 +9,21 @@ use Illuminate\Support\Arr;
 
 class CouponRedemptionService
 {
-    public function __construct(private readonly GiftVoucherService $giftVouchers) {}
+    private int $fraudWindowHours;
+
+    private int $fraudMediumFailed;
+
+    private int $fraudHighFailed;
+
+    private float $fraudHighFailedRatio;
+
+    public function __construct(private readonly GiftVoucherService $giftVouchers)
+    {
+        $this->fraudWindowHours = (int) config('checkout.fraud.window_hours', 24);
+        $this->fraudMediumFailed = (int) config('checkout.fraud.medium_failed', 2);
+        $this->fraudHighFailed = (int) config('checkout.fraud.high_failed', 5);
+        $this->fraudHighFailedRatio = (float) config('checkout.fraud.high_failed_ratio', 0.5);
+    }
 
     public function recordSuccess(CheckoutSession $session, array $payload = []): void
     {
@@ -19,7 +33,10 @@ class CouponRedemptionService
 
         $transactionId = Arr::get($payload, 'id') ?? $session->paddle_transaction_id;
 
-        $values = [
+        $context = $this->resolveRequestContext($session);
+        $fraudSnapshot = $this->buildFraudSnapshot($context);
+
+        $values = array_merge($context, [
             'tenant_id' => $session->tenant_id,
             'user_id' => $session->user_id,
             'package_id' => $session->package_id,
@@ -31,9 +48,10 @@ class CouponRedemptionService
             'metadata' => array_filter([
                 'session_snapshot' => $session->coupon_snapshot,
                 'payload' => $payload,
+                'fraud' => $fraudSnapshot,
             ]),
             'redeemed_at' => now(),
-        ];
+        ]);
 
         CouponRedemption::query()->updateOrCreate(
             [
@@ -54,12 +72,15 @@ class CouponRedemptionService
             return;
         }
 
+        $context = $this->resolveRequestContext($session);
+        $fraudSnapshot = $this->buildFraudSnapshot($context);
+
         CouponRedemption::query()->updateOrCreate(
             [
                 'coupon_id' => $session->coupon_id,
                 'checkout_session_id' => $session->id,
             ],
-            [
+            array_merge($context, [
                 'tenant_id' => $session->tenant_id,
                 'user_id' => $session->user_id,
                 'package_id' => $session->package_id,
@@ -70,8 +91,87 @@ class CouponRedemptionService
                 'currency' => $session->currency ?? 'EUR',
                 'metadata' => array_filter([
                     'session_snapshot' => $session->coupon_snapshot,
+                    'fraud' => $fraudSnapshot,
                 ]),
-            ],
+            ]),
         );
     }
+
+    /**
+     * @return array{ip_address?: string|null, device_id?: string|null, user_agent?: string|null}
+     */
+    private function resolveRequestContext(CheckoutSession $session): array
+    {
+        return array_filter([
+            'ip_address' => $session->ip_address,
+            'device_id' => $session->device_id,
+            'user_agent' => $session->user_agent,
+        ], static fn ($value) => $value !== null && $value !== '');
+    }
+
+    /**
+     * @param  array{ip_address?: string|null, device_id?: string|null, user_agent?: string|null}  $context
+     * @return array<string, mixed>|null
+     */
+    private function buildFraudSnapshot(array $context): ?array
+    {
+        if ($context === []) {
+            return null;
+        }
+
+        return array_filter([
+            'window_hours' => $this->fraudWindowHours,
+            'ip' => $this->buildReputation('ip_address', $context['ip_address'] ?? null),
+            'device' => $this->buildReputation('device_id', $context['device_id'] ?? null),
+        ], static fn ($value) => $value !== null);
+    }
+
+    /**
+     * @return array{value: string, recent_success: int, recent_failed: int, recent_total: int, risk: string, last_seen_at: string|null}|null
+     */
+    private function buildReputation(string $column, ?string $value): ?array
+    {
+        if (! $value) {
+            return null;
+        }
+
+        $since = now()->subHours($this->fraudWindowHours);
+
+        $baseQuery = CouponRedemption::query()
+            ->where($column, $value)
+            ->where('created_at', '>=', $since);
+
+        $success = (clone $baseQuery)->where('status', CouponRedemption::STATUS_SUCCESS)->count();
+        $failed = (clone $baseQuery)->where('status', CouponRedemption::STATUS_FAILED)->count();
+        $lastSeen = (clone $baseQuery)->latest('created_at')->first()?->created_at;
+
+        return [
+            'value' => $value,
+            'recent_success' => $success,
+            'recent_failed' => $failed,
+            'recent_total' => $success + $failed,
+            'risk' => $this->resolveRiskLevel($success, $failed),
+            'last_seen_at' => $lastSeen?->toIso8601String(),
+        ];
+    }
+
+    private function resolveRiskLevel(int $success, int $failed): string
+    {
+        $total = $success + $failed;
+        if ($total === 0) {
+            return 'unknown';
+        }
+
+        $failedRatio = $failed / $total;
+
+        if ($failed >= $this->fraudHighFailed || $failedRatio >= $this->fraudHighFailedRatio) {
+            return 'high';
+        }
+
+        if ($failed >= $this->fraudMediumFailed) {
+            return 'medium';
+        }
+
+        return 'low';
+    }
 }
diff --git a/app/Support/CheckoutRequestContext.php b/app/Support/CheckoutRequestContext.php
new file mode 100644
index 0000000..abe8feb
--- /dev/null
+++ b/app/Support/CheckoutRequestContext.php
@@ -0,0 +1,51 @@
+<?php
+
+namespace App\Support;
+
+use Illuminate\Http\Request;
+use Illuminate\Support\Str;
+
+class CheckoutRequestContext
+{
+    /**
+     * @return array{ip_address?: string|null, device_id?: string|null, user_agent?: string|null}
+     */
+    public static function fromRequest(Request $request): array
+    {
+        return array_filter([
+            'ip_address' => $request->ip(),
+            'device_id' => static::sanitizeDeviceId(
+                $request->header('X-Device-Id', $request->input('device_id'))
+            ),
+            'user_agent' => static::shortenUserAgent($request->userAgent()),
+        ], static fn ($value) => $value !== null && $value !== '');
+    }
+
+    private static function sanitizeDeviceId(?string $deviceId): ?string
+    {
+        if (! $deviceId) {
+            return null;
+        }
+
+        $cleaned = preg_replace('/[^a-zA-Z0-9_-]/', '', $deviceId) ?? '';
+
+        if ($cleaned === '') {
+            return null;
+        }
+
+        return Str::substr($cleaned, 0, 64);
+    }
+
+    private static function shortenUserAgent(?string $userAgent): ?string
+    {
+        if (! $userAgent) {
+            return null;
+        }
+
+        if (Str::length($userAgent) > 1024) {
+            return Str::substr($userAgent, 0, 1024);
+        }
+
+        return $userAgent;
+    }
+}
diff --git a/config/checkout.php b/config/checkout.php
index 4bbae5a..5d64464 100644
--- a/config/checkout.php
+++ b/config/checkout.php
@@ -5,4 +5,10 @@ return [
     'feature_flag' => env('CHECKOUT_WIZARD_FLAG', 'checkout-wizard-2025'),
     'session_ttl_minutes' => env('CHECKOUT_SESSION_TTL', 30),
     'status_history_max' => env('CHECKOUT_STATUS_HISTORY_MAX', 25),
+    'fraud' => [
+        'window_hours' => env('CHECKOUT_FRAUD_WINDOW_HOURS', 24),
+        'medium_failed' => env('CHECKOUT_FRAUD_MEDIUM_FAILED', 2),
+        'high_failed' => env('CHECKOUT_FRAUD_HIGH_FAILED', 5),
+        'high_failed_ratio' => env('CHECKOUT_FRAUD_HIGH_FAILED_RATIO', 0.5),
+    ],
 ];
diff --git a/database/migrations/2026_01_02_231420_add_request_context_to_checkout_sessions_table.php b/database/migrations/2026_01_02_231420_add_request_context_to_checkout_sessions_table.php
new file mode 100644
index 0000000..7cb8092
--- /dev/null
+++ b/database/migrations/2026_01_02_231420_add_request_context_to_checkout_sessions_table.php
@@ -0,0 +1,30 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Database\Schema\Blueprint;
+use Illuminate\Support\Facades\Schema;
+
+return new class extends Migration
+{
+    /**
+     * Run the migrations.
+     */
+    public function up(): void
+    {
+        Schema::table('checkout_sessions', function (Blueprint $table) {
+            $table->string('ip_address', 45)->nullable()->after('provider_metadata');
+            $table->string('device_id', 64)->nullable()->after('ip_address');
+            $table->text('user_agent')->nullable()->after('device_id');
+        });
+    }
+
+    /**
+     * Reverse the migrations.
+     */
+    public function down(): void
+    {
+        Schema::table('checkout_sessions', function (Blueprint $table) {
+            $table->dropColumn(['user_agent', 'device_id', 'ip_address']);
+        });
+    }
+};
diff --git a/database/migrations/2026_01_02_231438_add_request_context_to_coupon_redemptions_table.php b/database/migrations/2026_01_02_231438_add_request_context_to_coupon_redemptions_table.php
new file mode 100644
index 0000000..71a32c8
--- /dev/null
+++ b/database/migrations/2026_01_02_231438_add_request_context_to_coupon_redemptions_table.php
@@ -0,0 +1,35 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Database\Schema\Blueprint;
+use Illuminate\Support\Facades\Schema;
+
+return new class extends Migration
+{
+    /**
+     * Run the migrations.
+     */
+    public function up(): void
+    {
+        Schema::table('coupon_redemptions', function (Blueprint $table) {
+            $table->string('ip_address', 45)->nullable()->after('failure_reason');
+            $table->string('device_id', 64)->nullable()->after('ip_address');
+            $table->text('user_agent')->nullable()->after('device_id');
+
+            $table->index(['ip_address', 'created_at'], 'coupon_redemptions_ip_time_idx');
+            $table->index(['device_id', 'created_at'], 'coupon_redemptions_device_time_idx');
+        });
+    }
+
+    /**
+     * Reverse the migrations.
+     */
+    public function down(): void
+    {
+        Schema::table('coupon_redemptions', function (Blueprint $table) {
+            $table->dropIndex('coupon_redemptions_ip_time_idx');
+            $table->dropIndex('coupon_redemptions_device_time_idx');
+            $table->dropColumn(['user_agent', 'device_id', 'ip_address']);
+        });
+    }
+};
diff --git a/resources/js/pages/marketing/checkout/__tests__/PaymentStep.render.test.tsx b/resources/js/pages/marketing/checkout/__tests__/PaymentStep.render.test.tsx
index 64b9b0c..1e6bb10 100644
--- a/resources/js/pages/marketing/checkout/__tests__/PaymentStep.render.test.tsx
+++ b/resources/js/pages/marketing/checkout/__tests__/PaymentStep.render.test.tsx
@@ -4,6 +4,10 @@ import { cleanup, render, screen } from '@testing-library/react';
 import { CheckoutWizardProvider } from '../WizardContext';
 import { PaymentStep } from '../steps/PaymentStep';
 
+vi.mock('@/hooks/useAnalytics', () => ({
+  useAnalytics: () => ({ trackEvent: vi.fn() }),
+}));
+
 const basePackage = {
   id: 1,
   price: 49,
diff --git a/resources/js/pages/marketing/checkout/steps/PaymentStep.tsx b/resources/js/pages/marketing/checkout/steps/PaymentStep.tsx
index a4d32fe..d5e894b 100644
--- a/resources/js/pages/marketing/checkout/steps/PaymentStep.tsx
+++ b/resources/js/pages/marketing/checkout/steps/PaymentStep.tsx
@@ -15,6 +15,7 @@ import { Checkbox } from '@/components/ui/checkbox';
 import { Label } from '@/components/ui/label';
 import { Dialog, DialogContent, DialogDescription, DialogHeader, DialogTitle } from '@/components/ui/dialog';
 import { ScrollArea } from '@/components/ui/scroll-area';
+import { useAnalytics } from '@/hooks/useAnalytics';
 
 type PaymentStatus = 'idle' | 'processing' | 'ready' | 'error';
 
@@ -184,6 +185,7 @@ const PaddleCta: React.FC<{ onCheckout: () => Promise<void>; disabled: boolean;
 
 export const PaymentStep: React.FC = () => {
   const { t, i18n } = useTranslation('marketing');
+  const { trackEvent } = useAnalytics();
   const {
     selectedPackage,
     nextStep,
@@ -283,6 +285,10 @@ export const PaymentStep: React.FC = () => {
 
     if (RateLimitHelper.isLimited(trimmed)) {
       setCouponError(t('coupon.errors.too_many_attempts'));
+      trackEvent({
+        category: 'marketing_coupon',
+        action: 'rate_limited',
+      });
       return;
     }
 
@@ -299,6 +305,11 @@ export const PaymentStep: React.FC = () => {
           amount: preview.pricing.formatted.discount,
         })
       );
+      trackEvent({
+        category: 'marketing_coupon',
+        action: 'applied',
+        name: preview.coupon.code,
+      });
       setVoucherExpiry(preview.coupon.expires_at ?? null);
       setIsGiftVoucher(preview.coupon.code?.toUpperCase().startsWith('GIFT-') ?? false);
       if (typeof window !== 'undefined') {
@@ -308,11 +319,15 @@ export const PaymentStep: React.FC = () => {
       setCouponPreview(null);
       setCouponNotice(null);
       setCouponError(error instanceof Error ? error.message : t('coupon.errors.generic'));
+      trackEvent({
+        category: 'marketing_coupon',
+        action: 'apply_failed',
+      });
       RateLimitHelper.bump(trimmed);
     } finally {
       setCouponLoading(false);
     }
-  }, [selectedPackage, t]);
+  }, [RateLimitHelper, selectedPackage, t, trackEvent]);
 
   useEffect(() => {
     if (hasAutoAppliedCoupon.current) {
@@ -675,6 +690,13 @@ export const PaymentStep: React.FC = () => {
   }, [applyCoupon, couponCode, selectedPackage]);
 
   const handleRemoveCoupon = useCallback(() => {
+    if (couponPreview?.coupon.code) {
+      trackEvent({
+        category: 'marketing_coupon',
+        action: 'removed',
+        name: couponPreview.coupon.code,
+      });
+    }
     setCouponPreview(null);
     setCouponNotice(null);
     setCouponError(null);
@@ -682,7 +704,7 @@ export const PaymentStep: React.FC = () => {
     if (typeof window !== 'undefined') {
       localStorage.removeItem('preferred_coupon_code');
     }
-  }, []);
+  }, [couponPreview, trackEvent]);
 
   const openWithdrawalModal = useCallback(async () => {
     setShowWithdrawalModal(true);
diff --git a/tests/Unit/CouponRedemptionServiceTest.php b/tests/Unit/CouponRedemptionServiceTest.php
new file mode 100644
index 0000000..f8bb6c0
--- /dev/null
+++ b/tests/Unit/CouponRedemptionServiceTest.php
@@ -0,0 +1,101 @@
+<?php
+
+namespace Tests\Unit;
+
+use App\Models\CheckoutSession;
+use App\Models\Coupon;
+use App\Models\CouponRedemption;
+use App\Models\Package;
+use App\Models\Tenant;
+use App\Models\User;
+use App\Services\Coupons\CouponRedemptionService;
+use App\Services\GiftVouchers\GiftVoucherService;
+use Illuminate\Foundation\Testing\RefreshDatabase;
+use Illuminate\Support\Str;
+use Tests\TestCase;
+
+class CouponRedemptionServiceTest extends TestCase
+{
+    use RefreshDatabase;
+
+    public function test_records_request_context_and_fraud_snapshot(): void
+    {
+        config()->set('checkout.fraud.window_hours', 12);
+
+        $tenant = Tenant::factory()->create();
+        $user = User::factory()->for($tenant)->create();
+        $package = Package::factory()->create([
+            'price' => 120,
+        ]);
+        $coupon = Coupon::factory()->create([
+            'code' => 'SAVE10',
+            'paddle_discount_id' => 'dsc_123',
+        ]);
+        $coupon->packages()->attach($package);
+
+        $session = CheckoutSession::create([
+            'id' => (string) Str::uuid(),
+            'user_id' => $user->id,
+            'tenant_id' => $tenant->id,
+            'package_id' => $package->id,
+            'package_snapshot' => [
+                'id' => $package->id,
+                'name' => $package->name,
+                'type' => $package->type,
+                'price' => (float) $package->price,
+                'currency' => $package->currency ?? 'EUR',
+                'features' => $package->features,
+                'limits' => $package->limits,
+            ],
+            'coupon_id' => $coupon->id,
+            'coupon_code' => $coupon->code,
+            'coupon_snapshot' => [
+                'coupon' => [
+                    'id' => $coupon->id,
+                    'code' => $coupon->code,
+                    'type' => $coupon->type?->value,
+                ],
+                'pricing' => [
+                    'subtotal' => 120,
+                    'discount' => 12,
+                    'total' => 108,
+                ],
+            ],
+            'status' => CheckoutSession::STATUS_PROCESSING,
+            'provider' => CheckoutSession::PROVIDER_PADDLE,
+            'currency' => 'EUR',
+            'amount_subtotal' => 120,
+            'amount_total' => 108,
+            'amount_discount' => 12,
+            'ip_address' => '203.0.113.10',
+            'device_id' => 'device-123',
+            'user_agent' => 'Mozilla/5.0',
+        ]);
+
+        $giftVouchers = $this->createMock(GiftVoucherService::class);
+        $giftVouchers->expects($this->once())
+            ->method('markRedeemed')
+            ->with($this->callback(fn (Coupon $provided) => $provided->is($coupon)), 'txn_123');
+
+        $service = new CouponRedemptionService($giftVouchers);
+        $service->recordSuccess($session, ['id' => 'txn_123']);
+
+        $this->assertDatabaseHas('coupon_redemptions', [
+            'coupon_id' => $coupon->id,
+            'checkout_session_id' => $session->id,
+            'ip_address' => '203.0.113.10',
+            'device_id' => 'device-123',
+            'user_agent' => 'Mozilla/5.0',
+            'status' => CouponRedemption::STATUS_SUCCESS,
+        ]);
+
+        $redemption = CouponRedemption::query()
+            ->where('checkout_session_id', $session->id)
+            ->first();
+
+        $this->assertNotNull($redemption);
+        $this->assertSame(12, $redemption->metadata['fraud']['window_hours'] ?? null);
+        $this->assertSame('203.0.113.10', $redemption->metadata['fraud']['ip']['value'] ?? null);
+        $this->assertSame('device-123', $redemption->metadata['fraud']['device']['value'] ?? null);
+    }
+}