Funnel + UX audit
Top-down audit of every step from ad to purchase. Quant data (GA4, heatmaps) plus qual research (session replay, user interviews).
Conversion rate optimization for sites. Funnel audits, A/B testing, heatmaps, session replay, qualitative research. Built for Webflow, Shopify, and Next.js with real statistical rigor.
Operators we run marketing for
Six things every Snack Club CRO client gets, from week one through month twelve.
Top-down audit of every step from ad to purchase. Quant data (GA4, heatmaps) plus qual research (session replay, user interviews).
Backlog of testable hypotheses ranked by impact, confidence, and effort. We test the ones that move the metric, not the ones that look fun.
Hypothesis to design to build to ship to readout. Statistical significance enforced, no false-positive 'wins.'
Session replay analysis, on-site polls, post-purchase surveys, occasional user interviews. The 'why' behind the 'what.'
Different LP for paid vs. organic, returning vs. new, mobile vs. desktop. Targeted experiments where they make sense.
Every test, every winner, lifetime lift, downstream pipeline value. One dashboard, refreshed daily.
Eight places where the agency model breaks. Eight things Snack Club does the opposite way.
Every Snack Club CRO client gets a Looker Studio dashboard showing every test in pipeline, statistical significance, and cumulative annualized lift.
Free 30-min walkthrough of your account, tracking, and creative.
Channel-level budgets, ad group structure, and named outcomes at 30/60/90 days.
Tracking, dashboards, campaigns, and AI tools installed and QA'd.
Campaigns ship. Conversion tracking verified end-to-end.
Weekly opt, monthly strategy reviews, live dashboards always on.
10k+ monthly sessions to a key page is the realistic floor for A/B testing at significance. Below that we focus on UX research and high-leverage redesigns rather than tests.
We quote CRO after a free audit, scaled to test cadence. Most clients ship 2-4 tests per month. The number depends on traffic, tooling, and how aggressive the test plan is.
GA4, GTM, Hotjar or Microsoft Clarity (free, equivalent), VWO or Convert for testing, occasional UserTesting for qual. We pick based on your stack and budget.
Not if it's done right. Server-side and edge-side testing avoid flicker and CLS issues. Client-side acceptable on smaller sites.
Impact-Confidence-Effort scoring across the funnel. Highest dollar-per-month-of-engineer-effort wins. We will not test color of the button.
We learn. Negative results are data. We track win rate and average uplift, not just wins.
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