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Recent thoughts.

How last-click attribution hides the value of awareness campaigns
Your CFO looks at the quarterly report and asks the obvious question: “Why are we spending so much on Meta when branded search delivers five times the return?” The numbers … Continued
Direct vs. organic traffic: What the difference really tells you about your marketing
When a tree falls in a forest and no one’s around to hear it, does it make a sound? Marketers face a version of this problem every day. A customer … Continued
What is direct traffic (and why it’s not as mysterious as you think)
You know how a song can get stuck in your head after hearing it once, and then a week later you find yourself searching for it without remembering exactly where … Continued
What “Bayesian” actually tells you about an MMM vendor (and what it doesn’t)
Imagine you’re buying a car and the salesperson leads with “this vehicle uses fuel injection.” That’s technically meaningful. Fuel injection is a real thing, and it’s better than what came … Continued
What is R-squared? A marketer’s guide to understanding model fit
A weather forecast that’s right 60% of the time is better than flipping a coin, but you probably wouldn’t trust it before planning an outdoor event. When you’re relying on … Continued
What is promotion analysis? A marketer’s guide to measuring what’s actually working
Every marketer has run a promotion and watched sales spike, felt a surge of relief, and moved on. But there’s a quieter, more uncomfortable question that often goes unasked: would … Continued
Branded search is purely incremental, but that doesn’t mean it isn’t critical
You spend months cultivating tomatoes in your backyard, watering, fertilizing, carefully tending each plant. The day they ripen, your neighbor hops the fence and harvests them for their own dinner … Continued
What is return on ad spend (ROAS)?
A good sous chef tracks cost per plate. They know that if a dish costs $8 to make and sells for $24, the kitchen is running well. But that single … Continued
Your marketing drives retail sales. Now you can prove it.
A car manufacturer spends billions building a brand. Dealerships sell the cars. But the manufacturer still tracks how every ad campaign affects dealership foot traffic, test drives, and sales. They … Continued

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