Industry Expert Thoughts

Most established advertisers are paying for brand clicks that would have happened organically. This article explains the incrementality problem with brand campaigns in Google Ads, identifies the specific scenarios where brand bidding genuinely pays off, and provides a step-by-step framework for running a holdout test to find out whether your brand spend is actually moving the needle.

A mid-market ecommerce brand cycled through three Google Ads agencies in two years without improving results. An honest audit revealed the real problems: double-counted conversions, fragmented campaigns, keyword cannibalization, and landing pages never built for paid traffic. A full-funnel rebuild under groas DFY fixed every layer in 90 days, delivering lower CPA and more conversions without increasing budget.

ROAS is the default Google Ads success metric, but for most accounts it actively misleads bidding strategy, hides unprofitable segments, and rewards algorithms for chasing easy revenue over real profit. This article breaks down why ROAS fails as a primary KPI, presents a profit-first measurement framework built on margin-adjusted targets and business-level metrics like MER and nCAC, and explains how to make the operational shift from platform vanity ratios to metrics that reflect what your business actually keeps.

June 15 brings three breaking Google Ads changes: API offline conversion cutoff, Consent Mode restructuring, and expanded PMax reporting.

A growing ecommerce brand discovered its strong 5x ROAS was masking declining gross margin because Google's algorithms were pushing budget toward high-volume, low-margin SKUs. This article walks through how the account was restructured around margin-aware bidding using custom labels, separated campaigns by margin tier, and recalibrated tROAS targets to reflect actual contribution margin, resulting in higher profit on similar ad spend.

An established ecommerce brand spending over $80K per month on Google Shopping saw revenue plateau despite increasing spend. This case study walks through the five-phase structural rebuild, covering feed enrichment, campaign segmentation, margin-based bidding, remarketing, and Smart Bidding stabilization, that recovered lost revenue without adding a dollar to the budget.

An ecommerce brand spending $80K per month on Google Ads watched ROAS drop from 5x to 2.8x as Performance Max cannibalized branded traffic, the product feed suppressed high-margin SKUs, and smart bidding optimized for the wrong conversion event. This case study walks through the diagnosis, the coordinated rebuild of campaigns, feed data, and conversion tracking, and the 90-day recovery that followed.

An ecommerce brand running $60K per month in Google Ads doubled its Shopping revenue in under 90 days by rebuilding campaign structure, fixing feed quality, resolving campaign cannibalization, and aligning Smart Bidding to real margin data. This case study walks through the full diagnostic process, the structural fixes across Shopping, Performance Max, and Search, and the scaling results that followed.

Everything ecommerce advertisers need to know about Google Shopping campaigns in 2026: how product listing ads work, Merchant Center feed setup, Standard Shopping vs. Performance Max, margin-aware bidding with custom labels, advanced PMax guardrails, and how to measure real Shopping profitability. Covers when to run campaigns in-house and when full-funnel managed services like groas deliver better results.