GTM Sauce

Ladder · B2C · strength training app

Send every TikTok ad click to a web quiz and track answers that mark ideal users

Targeting tightened within a week; payback in low single-digit months

Workedpaid-socialweb-to-appanalytics-attribution

What they did

Every TikTok ad click goes to the 15-question web quiz rather than the App Store. Pixels fire on every question and answer combination, and answers that indicate a 'white-hot' user (already working out, not casual beginners, the most expensive and worst-converting lead) are used as TikTok conversion events, so the algorithm learns from early on-web signals instead of in-app events it can't see. Answers flow into Amplitude and a Google Sheet, which the founder read daily while iterating. Knows the cost per answer that is 'in the money' and what it means downstream.

What happened

Within about a week the incoming profile tightened; still in use; payback in low single-digit months while budgets scaled 5-8x.
Stage
growth
51:10
“But for us, what was really impactful was using the answers on the quiz as conversion events for TikTok.”
Greg Stewart
51:33
“And the most expensive lead to acquire is casual fitness, and everybody in the world is advertising to that person.”
Greg Stewart
54:54
“We've been able to use the quiz, because now I have a pixel on every question, every combination of question, that I can see the cost metrics in Ads Manager.”
Greg Stewart

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