New in Thanx Insights Lab- Days to 1st, 2nd, and 3rd purchase report

The Days to 1st, 2nd, and 3rd Purchase report shows how quickly your members move through their first three purchases. Three cohort tables track conversion speed across the milestones including joining → 1st purchase, 1st → 2nd, and 2nd → 3rd. Each table shows the percentage of customers who converted within 30, 60, 90, 120, 150, and 180 days. Heat-mapped cells make it easy to see where conversion is strong, where it's slowing, and where it plateaus.

What is it?

The Days to 1st, 2nd, and 3rd Purchase report shows you how fast your members are converting, allowing you to pinpoint the best moment to send a reminder.

Why it matters

• Get guests establishing a habit quicker: Activation is the most critical stage in the guest lifecycle. We measure Activation rate by the percentage of guests that make 3+ purchases within their first 120 days. Guests who make a third purchase are roughly 10–12x more valuable over their lifetime than one-time visitors.

• Time your reminders better: See exactly where your conversion curve flattens, so automated reminder campaigns hit before members disengage, not after.

• Diagnose activation problems: Know whether fewer members are converting or whether they're just taking longer, so you can respond with the right strategy.

• Track trends month over month: Cohort-based data reveals whether conversion speed is improving or slipping across each purchase milestone.

• Understand each stage separately: 1st → 2nd purchase velocity behaves differently from 2nd → 3rd. See each milestone on its own terms.

How it works

1. Go to Insights Lab in your Thanx Dashboard

2. Navigate to Lifecycle Funnel folder -> Days to 1st, 2nd, and 3rd Purchase report

3. Each of the three cohort tables is organized by month — rows are joined month cohorts, columns are day windows (30, 60, 90, 120, 150, 180)

4. Find where the conversion percentages stop increasing significantly. That's your plateau point and the ideal window to schedule automated reminder campaigns

5. Blank cells mean the cohort is too recent to have data for that day window yet. The report is dynamic and will fill in as time passes.

FAQs

What do the blank cells mean?

Blank cells mean a cohort hasn't had enough time to reach that day window, not that 0% of members converted. Those cells will fill in over time.

How do I use this report to time my reminder campaigns?

Look for where the conversion percentages stop growing significantly. If most conversion from joining to 1st purchase happens by day 60 and barely moves by day 180, your reminder campaign will be most effective in the 30–60 day window.

Can I compare the joining → 1st purchase rate to the 2nd → 3rd purchase rate?

Not directly. These tables track different populations. The joining → 1st table includes all members; the 2nd → 3rd table only includes confirmed purchasers. That's why 2nd → 3rd rates are typically higher.

Does a high 180-day conversion rate mean my program is healthy?

It's one signal, but the shape of the curve matters more. If most conversions happen early and the rate barely moves after day 60, that's a healthy pattern. A curve still climbing steeply at day 150+ may signal members need earlier reminders.

What's the difference between the 1st purchaser count and the joined member count?

The 1st → 2nd purchase table only includes guests who already made a first purchase, not everyone who joined. So the denominator is smaller and rates will look higher than in the joining → 1st table.