GET WEEKLY MEASUREMENT INTELLIGENCE

Stop Trusting Platform ROAS
Learn What Actually Drives Growth

Written for marketers who want to measure real business impact instead of inflated platform metrics.

WHAT YOU WILL LEARN

What Growth Teams Are Reading

Incrementality vs Attribution

Most platforms measure correlation. Very few measure causation. Learn how advanced teams separate the two and act on what actually moves the needle.

The Ghost ROAS Problem

High ROAS often comes from customers who would have converted anyway. Learn how to identify inflated performance reporting before it distorts your budget.

Geo Holdout Testing

Understand how to measure true incremental lift across channels and regions before scaling budget. The most credible form of causal measurement available.

Media Budget Allocation

Learn how performance teams use causal measurement to decide where additional spend actually creates growth versus where it just inflates reported metrics.

Newsletter Archive

Previous Measurement Tips

here’s a few of the tips we’ve shared in our newsletter previously since we don’t currently have our newsletters on site to link out?

01

The Camera Lens Framework for Modern Measurement

To take a truly great picture, you can’t rely on a single perspective. You need the full kit. Many marketers get trapped looking at their data through just one tool. Instead, think of your measurement suite like a high-end camera setup:

  • MMM (Marketing Mix Modeling) is your Wide-Angle Lens: It shows you the whole mountain range—the terrain, the big picture. It tells you if macro factors are shifting or if you’re seeing overarching brand growth.

  • Attribution is your Zoom Lens: It focuses on a single hiker’s boot print. It tells you exactly where a user stepped, but it can’t tell you if they’re about to walk off a cliff.

  • Incrementality is the Shutter Button: This is the moment of truth. You can have the best lenses in the world, but until you hit the shutter, you haven’t actually captured anything. Incrementality proves that your marketing actually moved the customer, rather than them just walking that way naturally.

Takeaway

If you only use the zoom, you’ll get lost. If you only use the wide-angle, you’ll miss the details. Use both lenses, and keep a steady finger on the shutter.

02

Standardize Your Campaign Taxonomy

Taxonomy sounds fancy, but it’s just a naming convention that allows for easy data grouping. If your campaign names are a messy afterthought, your data analysis will be too.

If your campaign names don’t explicitly include the Region, Audience Type, and Objective, you will constantly struggle to understand your Big Picture performance across channels.

For example

For example, a clean name looks like: US_Prospecting_Awareness_Video.

  • The Action: Stop letting media buyers wing it. Ensure every single campaign name follows a strict, structured pattern.

  • The Blueprint: [Geo]_[FunnelStage]_[Tactic]_[CreativeType]

03

The Ghost ROAS Trap: Is Meta Taxing Your Fans?

A sky-high ROAS looks beautiful on a dashboard, but it can often be an illusion. If your platform ROAS is climbing but your total bank balance remains flat, you’ve likely fallen into a Retargeting Trap.

When broad targeting algorithms go automated, the AI occasionally stops prospecting and starts targeting people who were already going to buy, effectively taxing”your existing customer base for sales you would have gotten anyway.

The Geo-Holdout Test

To find your true incremental lift, stop looking at the pixel and start looking at the map:

  • The Test: Pick two statistically similar regions (e.g., Ohio vs. Pennsylvania).

  • The Cut: Turn off all Meta spend in one region for 14 days while keeping the other live.

  • The Truth: Compare the revenue dip in the dark region to the ad spend you saved. If revenue in the dark region stays steady, your ads weren’t driving growth—they were just capturing momentum.

04

Stuck on Strategy? Try These Two Google Ads Experiments

Good measurement isn’t passive. It requires deliberate testing. If you want to unlock hidden performance in your shopping feeds, run these two setups.

Experiment 1: The Classic Showdown (PMax vs. Standard Shopping)

Even with the industry push toward automation, Standard Shopping still holds its own for brands requiring granular negative keyword control or specific product bidding.

  • The Goal: Determine if the black box of PMax is actually outperforming the control of a manual Shopping setup.

  • Best For: Brands with high-intent products where search term transparency is a priority.

Experiment 2: The New Frontier (Standard Shopping + AI Max)

Google’s AI Max capability in Shopping campaigns is a game-changer for hybrid strategies. Instead of choosing one or the other, this experiment tests a layered approach.

  • The Setup: Test Standard Shopping + AI Max against your current reigning champion (whether that’s PMax or Standard Shopping).

  • The Goal: See if the new AI Max capability captures incremental conversions that your previous campaigns completely missed.

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