5 resources from Triple Whale we point founders to, and the questions each answers.
📄 Article
✓ Link checkedFreeIntermediate
Why we picked it
Benchmarks pulled from ~35,000 real ecommerce brands across 15 verticals, so you can sanity-check your CPM, CTR and ROAS against your actual category instead of a made-up '4x is good' rule. The honest median (~1.9-2x) resets unrealistic expectations.
Why we picked it
Resets unrealistic expectations with real 2025 benchmark data by vertical, useful for checking your ROAS against your actual category instead of a made-up universal target.
Why we picked it
A privacy-compliant, statistically grounded alternative to pixel-based attribution, worth understanding even if you don't buy it, because MMM is becoming the operating standard post-iOS14.
Why we picked it
Explains exactly why last-click, single-platform attribution double-counts sales across Meta and Google, and what a multi-touch model actually corrects for.
Why we picked it
The clearest explanation of incrementality testing available, with practical guidance on running a geo holdout test yourself before paying for an enterprise incrementality tool.
