With performance marketers under growing pressure to prove which channels genuinely drive new revenue, attention is turning ...

Incrementality testing alone won't fix your budget allocation problem. Here's the three-layer measurement stack DTC brands actually need. Incrementality testing has become the default answer to a ...

Attribution shows who gets credit. Incrementality shows what your marketing truly caused. In an era of automation and privacy restrictions, understanding the real lift behind your campaigns is the ...

No single ad measurement methodology works well anymore for brands with multiple points of sale. That is why attribution startups and consultants use phrases like “triangulation” to refer to a ...

Incrementality testing in digital advertising measures the true impact of ad campaigns by comparing the behavior of users exposed to ads versus those who were not. This helps you understand whether ...

The potential value of Meta Advantage+ varies between brands and levels of communications and spend. Advantage+ tends to both under- and over-report its contribution to actual business outcomes.