feat(subscriptions): add A/B price experiment assignment and per-variant pricing
Introduce a Pennant PriceExperiment feature (control vs a higher price tier), salted independently of the trial experiment. The assigned variant's prices and Stripe lookup keys flow through ExperimentOffer into the shared pricing prop (paywall + upgrade dialogs) and into checkout server-side, so the price shown always equals the price charged. stripe:sync-prices now also creates the variant tiers. Inert until PRICE_EXPERIMENT_STARTED_AT is set.
This commit is contained in:
parent
89174af4e6
commit
44c368120b
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@ -17,7 +17,7 @@ class SyncStripePricesCommand extends Command
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public function handle(): int
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{
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$plans = config('subscriptions.plans', []);
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$plans = $this->plansToSync();
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$currency = config('cashier.currency', 'eur');
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$dryRun = $this->option('dry-run');
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@ -103,6 +103,33 @@ class SyncStripePricesCommand extends Command
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return Command::SUCCESS;
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}
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/**
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* The base plans plus the price-experiment variant tiers, flattened into one
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* list of pseudo-plans so each gets its own Stripe price + lookup key. The
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* variant billing period and name are inherited from the matching base plan.
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*
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* @return array<string, array<string, mixed>>
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*/
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private function plansToSync(): array
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{
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$plans = (array) config('subscriptions.plans', []);
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foreach ((array) config('subscriptions.price_experiment.variants', []) as $variantKey => $variantPlans) {
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foreach ((array) $variantPlans as $planKey => $spec) {
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$base = $plans[$planKey] ?? [];
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$plans["price_experiment.{$variantKey}.{$planKey}"] = [
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'name' => ($base['name'] ?? ucfirst((string) $planKey))." (price: {$variantKey})",
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'price' => $spec['price'],
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'billing_period' => $base['billing_period'] ?? ($planKey === 'yearly' ? 'year' : 'month'),
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'stripe_lookup_key' => $spec['lookup'] ?? null,
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];
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}
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}
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return $plans;
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}
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/**
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* @return Price|null
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*/
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@ -0,0 +1,66 @@
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<?php
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namespace App\Features;
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use App\Models\User;
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use Carbon\CarbonImmutable;
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/**
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* A/B assignment for the price experiment: control (the current plan prices) vs
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* a higher price tier. Independent of {@see SubscriptionExperiment} — the hash is
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* salted with a per-experiment prefix so a user's price bucket does not track
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* their trial bucket, keeping the two experiments statistically orthogonal and
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* leaving the salt free for future experiments on the same id.
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*
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* Users who registered before `subscriptions.price_experiment.started_at` (or any
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* user while it is null) are "legacy" and keep the control price. Everyone who
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* registered on or after the start is split evenly by a stable, salted hash of
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* their id, so the bucket never changes for a given user. The funnel report
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* mirrors bucket() in PHP so it always matches what the user was served.
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*
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* @api
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*/
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class PriceExperiment
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{
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public const LEGACY = 'legacy';
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public const CONTROL = 'control';
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public const HIGH = 'high';
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/**
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* In-memory override that pins every user to the winning variant once the
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* experiment is decided. Returning non-null skips both storage and resolve,
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* so flipping PRICE_EXPERIMENT_FORCE_VARIANT rolls the winner out to everyone
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* without a deploy and without rewriting stored assignments.
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*/
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public function before(?User $user): ?string
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{
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$forced = config('subscriptions.price_experiment.force_variant');
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return in_array($forced, [self::CONTROL, self::HIGH], true) ? $forced : null;
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}
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public function resolve(?User $user): string
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{
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$startedAt = config('subscriptions.price_experiment.started_at');
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if ($user === null || $startedAt === null || $user->created_at?->lt(CarbonImmutable::parse($startedAt))) {
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return self::LEGACY;
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}
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return self::bucket((string) $user->getKey());
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}
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/**
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* Deterministic, evenly-split bucket for a post-start user. The 'price:' salt
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* decouples this split from every other crc32-based experiment on the same id
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* (e.g. SubscriptionExperiment), so the two arms are independent. Keep this the
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* single source of truth — the funnel report mirrors it to attribute users
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* without reading Pennant per row.
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*/
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public static function bucket(string $key): string
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{
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return crc32('price:'.$key) % 2 === 0 ? self::CONTROL : self::HIGH;
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}
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}
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@ -71,7 +71,10 @@ class SubscriptionController extends Controller
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abort(400, 'Invalid plan selected');
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}
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$priceId = $this->resolvePriceIdByLookupKey($plan['stripe_lookup_key']);
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// The price tier is resolved server-side from the user's assigned variant,
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// never from the request, so a user can't pick the cheaper price.
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$lookupKey = $this->experimentOffer->lookupKeyFor($request->user(), $planKey);
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$priceId = $this->resolvePriceIdByLookupKey($lookupKey);
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$subscriptionBuilder = $request->user()
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->newSubscription('default', $priceId);
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@ -9,6 +9,7 @@ use App\Features\Mcp;
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use App\Jobs\PurgeResidualEncryptionArtifactsJob;
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use App\Models\BankingConnection;
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use App\Services\CurrencyOptions;
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use App\Services\Subscriptions\ExperimentOffer;
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use Illuminate\Foundation\Inspiring;
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use Illuminate\Http\Request;
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use Inertia\Middleware;
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@ -16,7 +17,10 @@ use Laravel\Pennant\Feature;
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class HandleInertiaRequests extends Middleware
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{
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public function __construct(private CurrencyOptions $currencyOptions) {}
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public function __construct(
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private CurrencyOptions $currencyOptions,
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private ExperimentOffer $experimentOffer,
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) {}
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/**
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* The root template that's loaded on the first page visit.
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@ -95,7 +99,9 @@ class HandleInertiaRequests extends Middleware
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'subscriptionsEnabled' => config('subscriptions.enabled', false),
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'aiCategorizationUpsellRate' => (int) config('ai_categorization.upsell_sample_rate'),
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'pricing' => [
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'plans' => config('subscriptions.plans', []),
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'plans' => $user
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? $this->experimentOffer->pricingPlansFor($user)
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: config('subscriptions.plans', []),
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'defaultPlan' => config('subscriptions.default_plan', 'monthly'),
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'bestValuePlan' => config('subscriptions.best_value_plan', null),
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'promo' => config('subscriptions.promo', []),
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@ -2,6 +2,7 @@
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namespace App\Services\Subscriptions;
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use App\Features\PriceExperiment;
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use App\Features\SubscriptionExperiment;
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use App\Models\User;
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use Carbon\CarbonImmutable;
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@ -9,10 +10,11 @@ use Laravel\Cashier\Subscription;
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use Laravel\Pennant\Feature;
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/**
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* Translates a user's experiment variant into the concrete offer they get:
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* how many trial days per plan, whether they pay immediately, and whether they
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* can still trigger the self-service refund. Single source of truth shared by
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* the checkout, the paywall and the billing settings screen.
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* Translates a user's experiment variants into the concrete offer they get: the
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* plan prices (price experiment), how many trial days per plan, whether they pay
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* immediately, and whether they can still trigger the self-service refund. Single
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* source of truth shared by the checkout, the paywall and the billing settings
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* screen, so a user is always shown exactly the price and terms they are charged.
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*/
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class ExperimentOffer
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{
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@ -21,6 +23,49 @@ class ExperimentOffer
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return Feature::for($user)->value(SubscriptionExperiment::class);
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}
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public function priceVariantFor(User $user): string
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{
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return Feature::for($user)->value(PriceExperiment::class);
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}
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/**
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* The plans config with the user's price-experiment variant applied: price,
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* original_price and Stripe lookup key swapped for the assigned tier. Control
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* and legacy users get the unchanged config. Drives both the paywall display
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* and the checkout charge, so the shown price always equals the charged one.
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*
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* @return array<string, array<string, mixed>>
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*/
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public function pricingPlansFor(User $user): array
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{
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$plans = (array) config('subscriptions.plans', []);
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$overrides = (array) config('subscriptions.price_experiment.variants.'.$this->priceVariantFor($user), []);
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foreach ($overrides as $planKey => $override) {
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if (! isset($plans[$planKey])) {
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continue;
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}
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$plans[$planKey]['price'] = $override['price'];
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$plans[$planKey]['original_price'] = $override['original_price'] ?? null;
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$plans[$planKey]['stripe_lookup_key'] = $override['lookup'];
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}
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return $plans;
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}
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/**
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* Stripe lookup key to charge for the given plan and the user's price variant.
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* Falls back to the control plan's key for control/legacy users.
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*/
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public function lookupKeyFor(User $user, string $planKey): string
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{
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return (string) config(
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"subscriptions.price_experiment.variants.{$this->priceVariantFor($user)}.{$planKey}.lookup",
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config("subscriptions.plans.{$planKey}.stripe_lookup_key"),
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);
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}
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/**
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* Trial days to apply at checkout for the given plan and the user's variant.
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*/
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@ -45,6 +45,43 @@ return [
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'pay_now_refund_window_days' => (int) env('SUBSCRIPTION_EXPERIMENT_REFUND_WINDOW_DAYS', 3),
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],
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/*
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|--------------------------------------------------------------------------
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| Price Experiment
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|--------------------------------------------------------------------------
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| A/B test on the *price* of the paid plan, independent of the trial
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| experiment above. Users who register on or after `started_at` are split
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| evenly into `control` (the plans.* prices) and `high` (the variant prices
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| below); earlier users stay "legacy" and keep the control price. While
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| `started_at` is null the experiment is off and everyone gets control, so
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| this is a no-op until activated. Each variant needs its own Stripe prices —
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| run `php artisan stripe:sync-prices` before setting `started_at`. The yearly
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| price is the monthly × 6, matching the control plan structure.
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*/
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'price_experiment' => [
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'started_at' => env('PRICE_EXPERIMENT_STARTED_AT'),
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// Once a winner is chosen, set this to control / high to give every user
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// that price and end the split (env-only, no deploy).
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'force_variant' => env('PRICE_EXPERIMENT_FORCE_VARIANT'),
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'variants' => [
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'high' => [
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'monthly' => [
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'price' => (float) env('PRICE_EXPERIMENT_HIGH_MONTHLY', 8.99),
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'original_price' => null,
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'lookup' => env('PRICE_EXPERIMENT_HIGH_MONTHLY_LOOKUP_KEY', 'whisper_pro_monthly_v9'),
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],
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'yearly' => [
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'price' => (float) env('PRICE_EXPERIMENT_HIGH_YEARLY', 53.94),
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'original_price' => (float) env('PRICE_EXPERIMENT_HIGH_YEARLY_ORIGINAL', 107.88),
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'lookup' => env('PRICE_EXPERIMENT_HIGH_YEARLY_LOOKUP_KEY', 'whisper_pro_yearly_v9'),
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],
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],
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],
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],
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/*
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|--------------------------------------------------------------------------
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| Stripe Product IDs
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@ -0,0 +1,169 @@
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<?php
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use App\Features\PriceExperiment;
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use App\Features\SubscriptionExperiment;
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use App\Http\Middleware\HandleInertiaRequests;
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use App\Models\User;
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use App\Services\Subscriptions\ExperimentOffer;
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use Carbon\CarbonImmutable;
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use Illuminate\Http\RedirectResponse;
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use Illuminate\Support\Facades\Cache;
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use Illuminate\Support\Str;
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use Laravel\Cashier\Checkout;
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use Laravel\Cashier\SubscriptionBuilder;
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use Laravel\Pennant\Feature;
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beforeEach(function () {
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config([
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'subscriptions.enabled' => true,
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'subscriptions.price_experiment.started_at' => '2026-06-01',
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'subscriptions.price_experiment.force_variant' => null,
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'subscriptions.price_experiment.variants.high' => [
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'monthly' => ['price' => 8.99, 'original_price' => null, 'lookup' => 'whisper_pro_monthly_v9'],
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'yearly' => ['price' => 53.94, 'original_price' => 107.88, 'lookup' => 'whisper_pro_yearly_v9'],
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],
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'subscriptions.plans.monthly.price' => 3.99,
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'subscriptions.plans.monthly.stripe_lookup_key' => 'whisper_pro_monthly',
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'subscriptions.plans.yearly.price' => 23.88,
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'subscriptions.plans.yearly.stripe_lookup_key' => 'whisper_pro_yearly',
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]);
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});
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it('keeps users who registered before the experiment on the control price', function () {
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-05-20')]);
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expect(app(ExperimentOffer::class)->priceVariantFor($user))->toBe(PriceExperiment::LEGACY);
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});
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it('treats a null (guest) scope as legacy', function () {
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expect((new PriceExperiment)->resolve(null))->toBe(PriceExperiment::LEGACY);
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});
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it('treats everyone as legacy while the experiment is off', function () {
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config(['subscriptions.price_experiment.started_at' => null]);
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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expect(app(ExperimentOffer::class)->priceVariantFor($user))->toBe(PriceExperiment::LEGACY);
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});
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it('pins every user to the forced winner price', function () {
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config(['subscriptions.price_experiment.force_variant' => PriceExperiment::HIGH]);
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$offer = app(ExperimentOffer::class);
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$legacy = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-05-01')]);
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$fresh = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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expect($offer->priceVariantFor($legacy))->toBe(PriceExperiment::HIGH)
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->and($offer->priceVariantFor($fresh))->toBe(PriceExperiment::HIGH);
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});
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it('ignores an invalid forced variant', function () {
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config(['subscriptions.price_experiment.force_variant' => 'bogus']);
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-05-01')]);
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expect(app(ExperimentOffer::class)->priceVariantFor($user))->toBe(PriceExperiment::LEGACY);
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});
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it('splits post-start users across control and high and stays stable per user', function () {
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$offer = app(ExperimentOffer::class);
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$variants = [];
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for ($i = 0; $i < 40; $i++) {
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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$assigned = $offer->priceVariantFor($user);
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$variants[] = $assigned;
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Feature::flushCache();
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expect($offer->priceVariantFor($user))->toBe($assigned);
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}
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expect(array_unique($variants))->toEqualCanonicalizing([
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PriceExperiment::CONTROL,
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PriceExperiment::HIGH,
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]);
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});
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it('assigns the price independently of the trial experiment (salted hash)', function () {
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// For users the trial experiment buckets into pay_now, the price experiment
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// must still produce BOTH price arms — otherwise the two are collinear.
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$priceArmsWithinOneTrialArm = [];
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for ($i = 0; $i < 200 && count(array_unique($priceArmsWithinOneTrialArm)) < 2; $i++) {
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$id = (string) Str::uuid();
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if (SubscriptionExperiment::bucket($id) === SubscriptionExperiment::PAY_NOW) {
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$priceArmsWithinOneTrialArm[] = PriceExperiment::bucket($id);
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}
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}
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expect(array_unique($priceArmsWithinOneTrialArm))->toEqualCanonicalizing([
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PriceExperiment::CONTROL,
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PriceExperiment::HIGH,
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]);
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});
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it('applies the variant price and lookup key for a high-price user', function () {
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$offer = app(ExperimentOffer::class);
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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Feature::for($user)->activate(PriceExperiment::class, PriceExperiment::HIGH);
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$plans = $offer->pricingPlansFor($user);
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expect($plans['monthly']['price'])->toBe(8.99)
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->and($plans['monthly']['stripe_lookup_key'])->toBe('whisper_pro_monthly_v9')
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->and($plans['yearly']['price'])->toBe(53.94)
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->and($plans['yearly']['original_price'])->toBe(107.88)
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->and($offer->lookupKeyFor($user, 'monthly'))->toBe('whisper_pro_monthly_v9')
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->and($offer->lookupKeyFor($user, 'yearly'))->toBe('whisper_pro_yearly_v9');
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});
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it('leaves control-price users on the config prices', function () {
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$offer = app(ExperimentOffer::class);
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$user = User::factory()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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Feature::for($user)->activate(PriceExperiment::class, PriceExperiment::CONTROL);
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$plans = $offer->pricingPlansFor($user);
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expect($plans['monthly']['price'])->toBe(3.99)
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->and($plans['monthly']['stripe_lookup_key'])->toBe('whisper_pro_monthly')
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->and($offer->lookupKeyFor($user, 'monthly'))->toBe('whisper_pro_monthly');
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});
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it('shows the assigned variant price on the paywall', function () {
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$user = User::factory()->onboarded()->create(['created_at' => CarbonImmutable::parse('2026-06-10')]);
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Feature::for($user)->activate(PriceExperiment::class, PriceExperiment::HIGH);
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$this->actingAs($user)
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->get(route('subscribe'))
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->assertOk()
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->assertInertia(fn ($page) => $page
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->component('subscription/paywall')
|
||||
->where('pricing.plans.monthly.price', 8.99)
|
||||
->where('pricing.plans.yearly.price', 53.94));
|
||||
});
|
||||
|
||||
it('charges the assigned variant price id at checkout, not a client-supplied one', function () {
|
||||
config(['subscriptions.price_experiment.force_variant' => PriceExperiment::HIGH]);
|
||||
Cache::put('stripe_price_id:whisper_pro_monthly_v9', 'price_high_monthly', now()->addHour());
|
||||
|
||||
$checkout = Mockery::mock(Checkout::class);
|
||||
$checkout->shouldReceive('toResponse')->andReturn(new RedirectResponse('https://stripe.test/session'));
|
||||
|
||||
$builder = Mockery::mock(SubscriptionBuilder::class)->shouldIgnoreMissing();
|
||||
$builder->shouldReceive('checkout')->once()->andReturn($checkout);
|
||||
|
||||
$user = Mockery::mock(User::class)->shouldIgnoreMissing();
|
||||
$user->shouldReceive('hasVerifiedEmail')->andReturn(true);
|
||||
$user->shouldReceive('hasProPlan')->andReturn(false);
|
||||
$user->shouldReceive('newSubscription')
|
||||
->once()
|
||||
->with('default', 'price_high_monthly')
|
||||
->andReturn($builder);
|
||||
|
||||
$this->withoutMiddleware(HandleInertiaRequests::class);
|
||||
$this->actingAs($user);
|
||||
|
||||
$this->get(route('subscribe.checkout', ['plan' => 'monthly']))->assertRedirect();
|
||||
});
|
||||
|
|
@ -68,6 +68,8 @@ beforeEach(function () {
|
|||
],
|
||||
'subscriptions.products.pro' => 'prod_test123',
|
||||
'cashier.currency' => 'eur',
|
||||
// Base-plan tests isolate the plans loop; variant syncing has its own test.
|
||||
'subscriptions.price_experiment.variants' => [],
|
||||
]);
|
||||
});
|
||||
|
||||
|
|
@ -149,3 +151,25 @@ test('returns success and warns when no plans are configured', function () {
|
|||
->expectsOutputToContain('No plans found')
|
||||
->assertSuccessful();
|
||||
});
|
||||
|
||||
test('syncs the price-experiment variant tiers alongside the base plans', function () {
|
||||
config([
|
||||
'subscriptions.price_experiment.variants' => [
|
||||
'high' => [
|
||||
'monthly' => ['price' => 8.99, 'lookup' => 'whisper_pro_monthly_v9'],
|
||||
'yearly' => ['price' => 53.94, 'lookup' => 'whisper_pro_yearly_v9'],
|
||||
],
|
||||
],
|
||||
]);
|
||||
|
||||
// Base plans already in sync; both high tiers are new → 2 created, 2 skipped.
|
||||
bindMockStripeClientForSync([
|
||||
'whisper_pro_monthly' => makeStripePrice('price_monthly', 399, 'eur', 'month'),
|
||||
'whisper_pro_yearly' => makeStripePrice('price_yearly', 2388, 'eur', 'year'),
|
||||
]);
|
||||
|
||||
$this->artisan('stripe:sync-prices')
|
||||
->expectsOutputToContain('(price: high)')
|
||||
->expectsOutputToContain('2 created, 0 updated, 2 skipped')
|
||||
->assertSuccessful();
|
||||
});
|
||||
|
|
|
|||
Loading…
Reference in New Issue