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Recent thoughts.

Your MMM is making assumptions you might not like
When you choose an index fund for retirement it seems straight-forward and neutral. But it’s not. A market-cap-weighted fund assumes bigger companies deserve more of your money. An equal-weight fund … Continued
Brands selling on Amazon need to be advertising on this channel
A retailer opens a flagship store in a busy shopping district. Customers browse the displays, try on products, and fall in love with the brand. Then they walk across the … Continued
What is MER marketing and why finance teams demand it
Your performance marketing campaigns show strong ROAS across Google Ads, Meta, and TikTok. Your dashboard proves every channel is hitting efficiency targets. But when you walk into the quarterly business … Continued
The best halo contributing channels for 2026
A basketball team signs a superstar center who averages 25 points per game. The front office celebrates the scoring boost, but something unexpected happens: the point guard’s assists jump by … Continued
Zero-party data vs first-party data: Understanding the difference and why both matter
Imagine you’re getting to know someone new. They might tell you directly: “I love hiking and I’m vegetarian.” That’s them volunteering information. Or you might notice they always order salads … Continued
Is marketing efficiency ratio (MER) truly a helpful metric?
Marketing efficiency ratio (MER) attempts to capture your entire marketing ecosystem. The simplicity is appealing, but does it provide meaningful guidance?
Understanding marketing efficiency ratio (MER): A complete guide
When most marketers look at their campaign dashboards, they see dozens of different metrics competing for attention. Click-through rates, conversion rates, cost per acquisition, return on ad spend. Each number … Continued
Zero-party data: How to collect customer insights they actually want to share
Remember when you could just ask someone their favorite color and trust they’d tell you the truth? Marketing wishes it were that simple. The shift from eavesdropping on digital breadcrumbs … Continued
Brand incrementality: Proving what brand spend drives
Two marketing teams are looking at the same campaign results. The first team sees a 30% increase in branded search and celebrates. The second team asks a harder question: how … Continued

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