Conversion tracking for beauty brands, including the second order
Beauty economics run on repeat purchase and subscription replenishment, so a setup that measures only the first order is measuring the least valuable part of a customer. Channels that bring one-time buyers look identical to channels that bring subscribers, and bidding buys whichever is cheaper. Add creator and affiliate traffic that routinely gets credited to paid, and the reported picture drifts a long way from the business. The build separates new from returning, counts subscription revenue as it recurs, and reverses returns.
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Beauty · what breaks
What beauty brands usually run into
- 01
First order measured, repeat purchase not
Where the value actually is.
- 02
Subscription replenishment invisible
No browser, no event.
- 03
Creator traffic credited to paid
Inflating campaigns that didn't earn it.
Beauty · the fix
What changes — Beauty
New and returning customers separated
Two very different economics.
Subscription revenue counted as it recurs
Not projected at signup.
Returns reversed
So net revenue is the reported number.
Beauty · architecture
The conversion map for beauty brands
Four events, and the most predictive one is the second order.
- 1
First purchase
Server-side from the order record, with new-customer flag.
- 2
Second purchase
The best available signal of channel quality.
- 3
Subscription renewal
Server-side from billing, each cycle.
- 4
Return or refund
Server-side reversal. Beauty return rates are high enough to matter.
- 5
Customer cohort
New, returning, subscriber. Different economics, different bids.
Beauty · diagnose
Where beauty brands tracking usually breaks
- 01
No new-versus-returning distinction
So bidding pays full price to reacquire customers you already have.
- 02
Subscription renewals uncounted
The recurring revenue that justifies the acquisition cost is invisible.
- 03
Returns never reversed
Reported revenue systematically overstates.
- 04
Creator and affiliate traffic in paid reporting
Campaigns take credit for other people's work.
Beauty · prove
How the work is proven — Beauty
Source of truth
your store's order records and subscription billing
- New-versus-returning flag confirmed on live orders.
- Subscription renewals confirmed arriving as their own events.
- A real return tested and confirmed reversing.
- Net revenue reconciled against the store for a closed month.
Beauty · free audit
What we check in the free audit
- No new-versus-returning distinction
- Subscription renewals uncounted
- Returns never reversed
- Creator and affiliate traffic in paid reporting
Checked against
your store's order records and subscription billing
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Beauty · when not to buy
What lands in your monthly report — Beauty
One page a month, in language you can put in front of a founder.
- Orders, new customers and returning customers for the month, by channel.
- Net revenue after returns, by channel.
- Second-purchase rate by channel — usually the most decision-changing number here.
- Subscription renewals, reported separately from acquisition.
Beauty · what we deliver
The flow we build — Beauty
Purchase from the order record
Not a thank-you page a customer can skip.
New versus returning flag on every order
The most valuable single dimension here.
Subscription renewals wired from the billing webhook
Each cycle, as it clears.
Returns and refunds wired as reversals
Beauty return rates make this material.
Written guarantee
95%+ tracking accuracy
Measured against your store's order records and subscription billing. Miss it and we keep working at no cost.
From $400 · See packages
FAQ
Beauty questions, answered
Because it's the earliest reliable signal that a channel brings customers rather than one-time discount buyers. First-order data alone can't distinguish them.
Track them, but keep them separable. Paying acquisition prices for customers you already have makes every campaign look better than it is.
In beauty, yes. Return rates are high enough that gross revenue overstates by a margin that changes which channels look profitable.
As their own channels. Blending them into paid means your ads take credit for your creators, and you'll over-invest in the wrong thing.
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Free · 30 min
Measure the customer, not just the first order
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