Finance
use case
Grow revenue

Lifetime value of a restaurant customer, by first venue

Last updated
October 21, 2026
What is the average lifetime value of a guest, by the venue they first visited?
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What the answer looks like

Illustrative output on sample data

Illustrative example: how Lexi answers this for a bagel and coffee chain with 12 locations. It follows guests acquired two to four years ago, matched across POS and the loyalty app.

  • Station location: $11 average check × 38 visits a year × 2.6 years = about $1,090
  • Mall location: $14 average check × 9 visits a year × 1.4 years = about $180
  • Group average: about $520

What the data shows

A guest who first visits the station location is worth six times one who starts at the mall.

What it means

Commuters form a daily habit, while mall guests visit on shopping trips. The mall's bigger checks do not make up for fewer visits.

What to do

Put acquisition spend into commuter locations, and test a loyalty offer at the mall to lift visits.

Margins are not included here. Want me to show lifetime gross margin as well?

Guest lifetime value formula

Guest lifetime value = average check × visits per year × average guest lifespan in years

Why it matters

A first visit is worth far more than one check if the guest keeps coming back. Lifetime value by first venue shows which venues create long-lasting guests and which ones mostly serve one-off visitors, which shapes where acquisition budget and new openings should go.

Frequently asked questions

What is the lifetime value of a restaurant customer?

It is the total a guest is expected to spend with you over their time as a guest, usually calculated as average check times visits per year times the number of years they keep coming. It shows what a new guest is really worth beyond the first visit.

How do you increase guest lifetime value?

Lift any of the three parts: bigger checks, more frequent visits or a longer relationship. Frequency usually has the most room to grow, so focus on bringing first-time guests back quickly and noticing when regulars start to drift.

Why measure lifetime value by first venue?

Guests who start at different venues often behave very differently over time. Comparing lifetime value by first venue shows which locations create lasting guests, which helps decide where to spend on acquisition and what kind of site to open next.

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