I’m weighing attribution ahead of Q1 and want real-world signal on Northbeam vs Triple Whale for budget shifts. Our mix is sub-$40 TikTok Shop products with short consideration windows plus $200 AOV evergreen DTC; over the last 60 days TW’s modeled LTV:CAC looks stronger while Northbeam nudges spend up-funnel — what’s been more predictive for your creative and channel calls?
Use TW’s ‘1-day view’ for sub-$40 TikTok Shop; let Northbeam guide $200 evergreen creative tests. Agree?
, I’ve seen NB’s up-funnel push get jumpy on sub-$40, so I anchor both tools to a weekly geo holdout on TikTok Shop SKUs and a 30-day cohort payback check; if TW’s modeled LTV:CAC is >10% off actual 30-day payback, I down-weight it for creative calls. Have you tried a simple 7-day holdout, @clara_adams23? For the $200 evergreen, I keep NB at 7-day click/1-day view with a blended CAC guardrail and only unlock more budget when the holdout shows lift.