Insights
Deep analysis on conversion psychology, measurement discipline, and the structural reasons pages underperform. Two articles per week. Compounding authority.
Live Teardowns
Strong trust signals, weak mobile CTA, and a form friction problem costing them qualified demos every day. A Protocol Audit of one of B2B SaaS's most-visited homepages.
Exceptional clarity, clean feature hierarchy, and a recommended plan that anchors correctly. But Linear leaves money on the table with zero risk reversal at the conversion point.
Webflow is one of the best-designed homepages in SaaS. It's also a clarity failure. When 'the modern web is visual' is your headline, you've already lost the prospect who doesn't know what that means.
Conversion Psychology
The most effective conversion pages don't persuade. They remove confusion. An examination of how cognitive clarity outperforms rhetorical sophistication in controlled experiments.
Running tests without a diagnostic framework is the most expensive form of guessing in growth marketing. Why most A/B programs produce false confidence.
Design aesthetics do not convert. Design that reduces friction, communicates clearly, and directs attention does. The distinction matters enormously in how you invest resources.
A systematic walk-through of the 12 most common friction points on landing pages — from form field count to page load time — with benchmarks and fixes.
Not all trust signals are equal. A framework for ordering social proof, credentials, guarantees, and specificity based on where visitors are in their decision process.
Ad performance degrades faster than most teams realize. How to diagnose creative fatigue before your CPAs spike — and the variation cadence that prevents it.
Why 80% of conversions happen after the 5th touchpoint — and how to structure SMS, email, and LinkedIn sequences that respect the buyer's decision timeline.
Page Teardowns
A Protocol audit of one of the highest-converting B2B landing pages in e-commerce infrastructure. Score: 81. What they get right — and one critical gap.
A diagnostic of the typical $5M-ARR SaaS homepage. Protocol Score: 41. Six structural failures that cost them a measurable percentage of qualified traffic every day.
The pricing page gets 3–5x more conversion intent per session than any other page. Most teams treat it as an afterthought. The structural patterns that separate high-converting pricing pages.
Pricing pages are where intent meets friction. A structural breakdown of the elements that separate high-converting pricing pages from the ones that leak revenue.
Homepages and landing pages serve fundamentally different conversion functions. Using the same optimization playbook for both is a structural error.
Every form field has a conversion cost. A data-driven analysis of which fields to keep, which to remove, and which to move to a second step.
Measurement Discipline
Session counts and bounce rates are not conversion metrics. A framework for distinguishing the lagging indicators that matter from the vanity metrics that feel like they do.
Conversion rate is a lagging indicator. By the time it moves, you've already lost the revenue. The metrics to watch upstream — and how to use them to predict conversion outcomes.
Scroll depth, CTA hover time, pricing page visits — the intermediate signals that predict whether a visitor will convert, and how to build a measurement system around them.
Mobile traffic dominates but mobile conversion rates lag desktop by 50–70%. The structural reasons are fixable — if you stop treating mobile as a smaller desktop.
TCPA compliance isn't just legal protection — it's a conversion framework. How proper consent flows actually increase opt-in rates and message engagement.
Industry benchmarks tell you what's average, not what's possible. Why benchmarking against your own historical performance produces better optimization decisions.
Retargeting works — until it doesn't. How to identify the frequency ceiling where retargeting ads become brand damage instead of conversion drivers.
AI & Conversion
AI audit tools that generate generic recommendations from pattern libraries are a faster way to get bad advice. The specific failure modes — and what a structured diagnostic requires instead.
AI can score a page in 60 seconds. It cannot tell you whether your market is ready to pay your price point. A clear-eyed view of what algorithmic audits do — and don't — provide.
We tested AI-generated landing page copy against human-written copy across 14 pages. The results were more nuanced than either camp wants to admit.
Newsletter
One CRO teardown, one measurement framework, one thing worth applying. Every week. Free.