Capabilities Industries Insights The Data Contact

INSIGHTS / MEASUREMENT & ATTRIBUTION

Measurement & Attribution

How to prove what media actually did when sales cycles are long: incrementality testing, holdouts and geo experiments, multi-touch attribution, marketing mix modeling, and the CAC and ROAS math behind budget decisions.

Media Efficiency Ratio Agency for High-Consideration Brands

Media efficiency ratio breaks down for long sales cycles. Learn lagged MER, breakeven targets, and what to require from an MER agency.

Measurement & Attribution

Incremental ROAS Agency for CTV: What to Demand

Learn how an incremental ROAS agency for CTV should calculate, test, and report true iROAS, and the questions to ask before you hire one.

Measurement & Attribution

How to Calculate Your Breakeven CAC for Programmatic

Before you test programmatic advertising, calculate your breakeven CAC. Here's the formula, worked examples, and benchmark ranges by AOV.

Measurement & Attribution

Best Channel When Meta CAC Keeps Rising

When Meta CAC keeps rising, more Meta spend isn't the fix. See the diagnostic framework and CTV benchmarks that find what's actually broken.

Measurement & Attribution

Independent Agency for CTV Incrementality Testing

How to evaluate an independent agency for CTV incrementality testing: what "platform-agnostic" means, geo-holdout methodology, and cost ranges.

Measurement & Attribution

LTV-Based Media Planning for Luxury Brands

LTV-based media planning for luxury brands: how to segment audiences by lifetime value, rebuild channel allocation around retention and set LTV:CAC targets.

Measurement & Attribution

Offline Conversion Tracking for Luxury Brands: CRM to DSP

Offline conversion tracking for luxury brands: how to feed CRM stage data back to CTV, programmatic and search platforms so media optimizes toward closed revenue.

Measurement & Attribution

Incremental Cost Per Acquisition: The Real CAC Metric

Incremental cost per acquisition explained: how to calculate iCPA from holdout tests, channel benchmark ranges, and how to budget against marginal iCPA.

Measurement & Attribution

Geo Experiment Design: Markets, Duration, Detectable Lift

Geo experiment design for advertisers: how many markets, how long to run, and what lift is detectable at your spend - with power math and benchmark tables.

Measurement & Attribution

Advertising Attention Metrics for Luxury Brands: What They Measure and What They Miss

Attention is the metric between viewability and impact. The benchmark table by format, what attention data does and does not prove, and how to buy on attentive seconds.

Measurement & Attribution

True Incremental Lift Measurement: How to Calculate What Your Media Actually Caused

Reported lift is mostly inflated by contamination, not causation. The lift equation, five test designs compared, the MDE math, and the six errors that break results.

Measurement & Attribution

Incrementality vs. Attribution in Advertising: Which One Should Drive Your Media Decisions?

Attribution assigns credit; incrementality proves causation. The four test designs, benchmark lift ranges by channel, and which metric should actually set your budget.

Measurement & Attribution

Ad Attribution for Luxury Brands: How to Build a Model That Survives a 120-Day Sales Cycle

A 120-day sales cycle breaks every default attribution setting. The four-layer build - event capture, identity resolution, CRM closed loop, and credit assignment.

Measurement & Attribution

Performance Measurement for Premium Advertising: A Framework That Holds Up

Low volume, long cycles, offline conversions. The three-layer measurement stack, metric hierarchy, benchmark ranges, and cadence luxury brands need.

Measurement & Attribution

How to Measure Luxury Advertising ROI

Why standard ROAS misreads luxury campaigns, and the metrics - incremental CAC, MER, LTV ratios - that actually explain what your premium media is generating.

Measurement & Attribution

Media Measurement Beyond Last Click: A Four-Layer System

Media measurement beyond last click: why last-touch misreads luxury campaigns, and the four-layer system that actually explains what drove revenue.

Measurement & Attribution

Media Efficiency Ratio: The KPI Luxury Advertisers Actually Need

Media efficiency ratio measures how much revenue each dollar of media spend generates - beyond ROAS. How luxury brands use MER to make smarter budget decisions.

Measurement & Attribution

Brand Lift Measurement for CTV: A Practical Guide

A practical guide to brand lift measurement for CTV - methodologies, benchmark ranges, and how incrementality and holdout testing fit together for luxury brands.

Measurement & Attribution

Holdout Testing: How to Prove True Incremental Lift

How to design control groups that prove true incremental lift. Holdout testing methodology, benchmarks, and the mistakes that quietly invalidate results.

Measurement & Attribution

Customer Acquisition Cost Benchmarks for Luxury Brands

Most luxury brands don't know their true CAC - or why it's higher than it should be. Real benchmarks and strategies to reduce acquisition cost without sacrificing brand equity.

Measurement & Attribution

ROAS for Luxury Brands: CTV vs. Facebook

Luxury brand advertisers: CTV on Disney+ and Prime Video consistently outperforms Facebook ROAS when measured correctly. Here's the full comparison and methodology.

Measurement & Attribution

Marketing Mix Modeling for Luxury Brands

Learn how marketing mix modeling helps luxury brands allocate media budgets with precision, reduce wasted spend, and prove incremental revenue across channels.

Measurement & Attribution

Multi-Touch Attribution for Long Sales Cycle Brands

Multi-touch attribution for high-consideration brands with long sales cycles. Stillwater Media explains which models work - and which lie - for luxury advertisers.

Measurement & Attribution

Incrementality Testing: The Metric Luxury Brands Can't Afford to Ignore

Incrementality testing reveals what your media actually causes-not just correlates with. Learn how luxury brands use holdout testing to prove real ad ROI.