Why isn't the first order the whole story?
Imagine a customer buys a product today, adds another item at checkout, and makes a repeat purchase next month. If you only look at the first order, you miss much of what happened. Different systems may record each event separately, making the full story difficult to see.
The first conversion is a starting point, not the entire customer relationship.
Follow a customer's purchases
A fictional shopper clicks an ad, buys a $129 product, and accepts a $49 upsell. Both purchases matter, but they are separate orders. Where reliable references are available, TraceKit can help connect them without combining them into a single invented transaction.
What happens when money comes back?
Now imagine the shopper receives a $35 partial refund. The original $129 sale and $49 upsell still happened. The refund is another event that changes the financial outcome. The example has $178 in purchases and $143 remaining after the refund, before other expenses.
$129 + $49 − $35 = $143 before other costs. This is not profit.
What about subscriptions and chargebacks?
Some businesses have recurring charges, canceled subscriptions, payment disputes, or chargebacks. These should appear as their own events, with their own dates and statuses. A pending chargeback should not be treated as a final financial loss.
Keep each event visible so you can understand what changed and when.
What can your team learn?
A connected journey can help you investigate which campaigns are associated with repeat purchases, how much activity happens after checkout, and which orders later refund. When a link is missing, it should be flagged instead of guessed.
A trustworthy customer story shows both known connections and missing evidence.
Explore the connected picture.
See how TraceKit brings business evidence together across the customer journey.