Files
OpenFrame/tests/api/analytics-scoreboard.test.ts
T
yusufipk 7ca5abd041 feat(analytics): record where paying customers actually came from
Adds first-party acquisition attribution and a sixteen-event funnel, written to
this deployment's own database and read back on /admin/growth. Nothing is sent
anywhere else, and the whole subsystem is off unless OPENFRAME_ENABLE_ANALYTICS
is set, so a self-hosted instance carries the tables empty and pays nothing.

The proxy gives a visitor an anonymous id and stores what brought them in two
first-party cookies; signup copies that onto the account and claims the events
the visitor produced before they had one, which is what joins the two halves of
the funnel. Recording happens where each step actually happens rather than in
the browser: an ad blocker cannot undercount landing views, and blocking rates
differ by channel, so an undercounted denominator would have made GitHub traffic
look like it converts better than it does.

Every event carries a dedupe key on a UNIQUE column, so "recorded exactly once"
is a property of the schema rather than of fifteen call sites. Subscription
events are derived by comparing the row being overwritten with the row being
written inside the existing Stripe sync, which makes them order-independent and
replay-safe.

The scoreboard reports step-to-step conversion with the denominator beside it,
and splits by source over a rolling 28-day window rather than a week: at this
volume a weekly per-source cell holds single digits, and a percentage computed
from three visits reads exactly as confidently as one computed from three
hundred.

"How did you hear about us?" is asked on the first onboarding screen, not on the
registration form. The number being measured is the signup conversion rate, and
a question added to that form would move it.
2026-08-01 20:00:27 +03:00

156 lines
5.5 KiB
TypeScript

// Exercises the scoreboard queries against a real database.
//
// These are raw SQL: a date_trunc grouping, a COALESCE across two tables and a
// filtered left join. None of that is checked by the type system, so a seeded
// week with known counts is the only thing standing between a renamed column and
// a growth page that renders zeros forever.
import { describe, expect, it, beforeEach, afterEach, vi } from 'vitest';
import type { AcquisitionChannel, AnalyticsEventName } from '@prisma/client';
import { db } from '@/lib/db';
import { AT_RISK_SILENT_DAYS, getScoreboard } from '@/lib/analytics/scoreboard';
import { createUser } from '../factories';
function daysAgo(days: number): Date {
const date = new Date();
date.setUTCDate(date.getUTCDate() - days);
return date;
}
let sequence = 0;
async function seedEvent(params: {
name: AnalyticsEventName;
occurredAt: Date;
userId?: string;
anonymousId?: string;
channel?: AcquisitionChannel;
}) {
sequence += 1;
await db.analyticsEvent.create({
data: {
name: params.name,
dedupeKey: `${params.name}:seed-${sequence}`,
occurredAt: params.occurredAt,
userId: params.userId ?? null,
anonymousId: params.anonymousId ?? null,
channel: params.channel ?? null,
},
});
}
beforeEach(() => {
sequence = 0;
vi.stubEnv('OPENFRAME_ENABLE_ANALYTICS', 'true');
});
afterEach(() => {
vi.unstubAllEnvs();
});
describe('getScoreboard', () => {
it('returns an empty week for every week in the window when nothing happened', async () => {
const scoreboard = await getScoreboard({ weeks: 4 });
expect(scoreboard.weeks).toHaveLength(4);
expect(scoreboard.weeks.every((week) => week.visitors === 0)).toBe(true);
expect(scoreboard.channels).toEqual([]);
expect(scoreboard.paidAccounts).toEqual([]);
});
it('counts a returning visitor once per week, not once per visit', async () => {
// Landing views are deduped per visitor per day, so the same person on three
// days is three rows. Weekly visitors is a distinct count over the id.
for (const days of [1, 2, 3]) {
await seedEvent({
name: 'LANDING_VIEW',
occurredAt: daysAgo(days),
anonymousId: 'visitor-one',
channel: 'GITHUB',
});
}
await seedEvent({
name: 'LANDING_VIEW',
occurredAt: daysAgo(1),
anonymousId: 'visitor-two',
channel: 'GOOGLE',
});
const scoreboard = await getScoreboard({ weeks: 2 });
const total = scoreboard.weeks.reduce((sum, week) => sum + week.visitors, 0);
expect(total).toBe(2);
});
it('reads a signed-up visitor through the channel on their account', async () => {
const user = await createUser();
await db.userAcquisition.create({
data: { userId: user.id, channel: 'YOUTUBE', anonymousId: 'visitor-three' },
});
// The visitor event carries GITHUB from the cookie, but the account says
// YouTube. The account wins, so correcting a channel corrects its history.
await seedEvent({
name: 'LANDING_VIEW',
occurredAt: daysAgo(2),
anonymousId: 'visitor-three',
channel: 'GITHUB',
userId: user.id,
});
await seedEvent({
name: 'SIGNUP_COMPLETED',
occurredAt: daysAgo(2),
userId: user.id,
anonymousId: 'visitor-three',
});
const scoreboard = await getScoreboard({ weeks: 2 });
const youtube = scoreboard.channels.find((row) => row.channel === 'YOUTUBE');
expect(youtube).toMatchObject({ visitors: 1, signups: 1 });
expect(scoreboard.channels.find((row) => row.channel === 'GITHUB')).toBeUndefined();
});
it('carries subscriptions started before the window into the running total', async () => {
await seedEvent({ name: 'SUBSCRIPTION_STARTED', occurredAt: daysAgo(120) });
await seedEvent({ name: 'SUBSCRIPTION_STARTED', occurredAt: daysAgo(3) });
await seedEvent({ name: 'SUBSCRIPTION_CANCELED', occurredAt: daysAgo(3) });
const scoreboard = await getScoreboard({ weeks: 2 });
const last = scoreboard.weeks[scoreboard.weeks.length - 1];
// One from before the window, plus one started and one canceled inside it.
expect(last?.activePaid).toBe(1);
expect(last?.newPaid).toBe(1);
expect(last?.canceled).toBe(1);
});
it('flags a paid account that has produced nothing recently', async () => {
const busy = await createUser({ subscriptionStatus: 'ACTIVE' });
const silent = await createUser({ subscriptionStatus: 'ACTIVE' });
const trialing = await createUser({ subscriptionStatus: 'TRIALING' });
await createUser({ subscriptionStatus: 'FREE' });
await seedEvent({ name: 'VIDEO_ADDED', occurredAt: daysAgo(2), userId: busy.id });
await seedEvent({ name: 'SHARE_LINK_CREATED', occurredAt: daysAgo(20), userId: busy.id });
await seedEvent({
name: 'VIDEO_ADDED',
occurredAt: daysAgo(AT_RISK_SILENT_DAYS + 5),
userId: silent.id,
});
// A signup is not a value event, so it must not clear the risk flag.
await seedEvent({ name: 'SIGNUP_COMPLETED', occurredAt: daysAgo(1), userId: trialing.id });
const scoreboard = await getScoreboard({ weeks: 4 });
const ids = scoreboard.paidAccounts.map((row) => row.userId).sort();
const atRisk = scoreboard.atRisk.map((row) => row.userId).sort();
expect(ids).toEqual([busy.id, silent.id, trialing.id].sort());
expect(atRisk).toEqual([silent.id, trialing.id].sort());
const busyRow = scoreboard.paidAccounts.find((row) => row.userId === busy.id);
expect(busyRow?.valueEvents7).toBe(1);
expect(busyRow?.valueEvents30).toBe(2);
});
});