Customer story · Bowlero

Bowlero tests TikTok with audiences built from venue visitors

Bowlero wanted to measure marketing against verified lane visits and test whether TikTok could drive paid reservations. Adentro combined Guest WiFi visitor data, retargeting, and visit attribution to build a past-visitor audience and connect advertising to visits and reservations.

CAMPAIGNWho was reached?An exposed audienceOBSERVED RESPONSEWho came in?Observed visits, not causal liftTHE NEXT QUESTIONWhat changedbecause of it?Incremental impact needsa suitable study design.THREE DIFFERENT QUESTIONS. KEEP THE ANSWERS DISTINCT.
Conceptual illustration—not customer creative or product UI.
$22.3M

Attributed revenue
across the wider visit-attribution program

789,011

Walk-throughs
device-verified across the wider program

74

Lane reservations
from the TikTok test

The challenge

Most Bowlero guests book or walk in without leaving a trace in the marketing stack. Bowlero needed a verified count of visits and revenue tied to its marketing, not platform-reported engagement.

Before scaling spend on TikTok, Bowlero needed to know whether the channel could drive paid lane reservations, not just views.

The solution

1. Customer Data: Build an audience from real visitors

Guest WiFi connections at Bowlero venues fed Customer Data, giving Bowlero a first-party audience of people who had bowled there.

2. Retargeting: Reach past visitors on TikTok

Retargeting served TikTok ads to the in-store audience. The test delivered 1.9M impressions and 74 lane reservations.

Adentro tracked reservations back to the audiences that drove them, and 81% came from in-store visitors.

3. Walk-Through Rate™: Verify visits and revenue across the program

Separately from the TikTok test, Walk-Through Rate™ matched ad exposure across Bowlero's wider program to 789,011 device-verified walk-throughs, with $22.3M in revenue attributed.

The results

  • $22.3M attributed revenue, across the wider visit-attribution program
  • 789,011 walk-throughs, device-verified across the wider program
  • 74 lane reservations, from the TikTok test
  • TikTok test: 81% of reservations from the in-store retargeting audience
  • TikTok test: 1.87:1 ROAS
  • TikTok test: 1.9M impressions

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