Google Ads Quality Score: The Framework That Cut Our Clients' CPC by 40%
Quality Score is a proxy metric, not a target. We reverse-engineered how it actually affects auction eligibility and built a prioritization system for fixing it.
"Pipeline velocity for recurring revenue."
SaaS growth is a compounding machine when every stage of the customer lifecycle — acquisition, activation, retention, expansion — is optimized together. One leaky stage bleeds all the others.
The foundational resources every SaaS marketing team needs.
Quality Score is a proxy metric, not a target. We reverse-engineered how it actually affects auction eligibility and built a prioritization system for fixing it.
We ran 18 A/B tests on SaaS trial signup flows over 8 months. These are the 6 changes that produced statistically significant lifts and the reasoning behind them.
LinkedIn's targeting is powerful and expensive. This is how we structure campaigns, bidding, and audience segmentation to make the unit economics work for B2B SaaS.
Quality Score is a proxy metric, not a target. We reverse-engineered how it actually affects auction eligibility and built a prioritization system for fixing it.
We ran 18 A/B tests on SaaS trial signup flows over 8 months. These are the 6 changes that produced statistically significant lifts and the reasoning behind them.
LinkedIn's targeting is powerful and expensive. This is how we structure campaigns, bidding, and audience segmentation to make the unit economics work for B2B SaaS.
A 47-point spreadsheet covering crawlability, Core Web Vitals, structured data, and indexation — with severity scoring built in.
Download freeThe brief structure we use for every article we produce. Includes SERP analysis prompts, entity extraction, and heading hierarchy guidance.
Download freeBefore launching any Google Ads campaign, run through these 34 structural checks to avoid the most expensive beginner mistakes.
Download freeSaaS growth is a compounding machine when every stage of the customer lifecycle — acquisition, activation, retention, expansion — is optimized together. One leaky stage bleeds all the others.
The right channel mix depends on your ICP's buying journey. SaaS businesses typically see the highest ROI from a combination of organic search, targeted paid, and content-driven nurture programs.
Start by aligning on which pipeline metrics matter most for your business model. SaaS typically focuses on CAC, LTV, and payback period as the north-star metrics for marketing investment decisions.
Industry benchmarks for SaaS range from 8–15% of revenue for growth-stage companies and 5–10% for mature businesses. The right number depends on your growth targets and competitive position.