Why measure time-to-purchase?

It shows how long it takes for a user to move from first visit to first order. Knowing this cycle is key to planning campaigns and cash flow.

What usually goes wrong?

• Events live across multiple sessions
• First touchpoints are ignored
• Duplicate calculations distort the result

How to do it right?

With SQL you can:

• Anchor each user at their first session timestamp
• Match it with their first purchase timestamp
• Calculate the exact time difference

What’s the benefit?

A precise metric that reflects real buying behavior, not guesses. This insight helps optimize remarketing windows and sales funnels.

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