System Strategy —
Quantifying the hidden causes of performance
Causal diagnostics for e-commerce brands:
Find what actually caused the drop, measure the impact of each driver, fix the right problem first — before more revenue leaks away.
We go beyond dashboards and correlations to identify the real causes behind revenue decline, weak conversion, and misleading ad performance.
Whether the issue comes from CVR, AOV, traffic quality, funnel friction, or over-credited channels:
We isolate and quantify each factor so you can make decisions based on causes, not guesses.
Our Process
A fast diagnostic workflow designed to turn raw performance data into quantified business answers.
— 1. Upload: Your data, your context —
You send the performance data relevant to the problem: revenue, traffic, conversion, ad performance, or funnel metrics within their business context: timeframe, suspected issue, channels involved, etc.
— 2. Diagnosis: Causal analysis, not dashboard commentary —
We analyze the data using structural decomposition, segmentation, and causal reasoning. We quantify the contribution of each factor and identify where the real problem sits.
— 3. Decision — Clear output, prioritized action —
You receive a concise diagnostic output built for action: the primary cause, supporting drivers, estimated impact, and the highest-priority next steps. The goal is : faster, better decisions.
We focus on high-value causal diagnostics that clarify what standard dashboards cannot explain.
Here are our three core services, built to deliver fast, quantified answers on the drivers of your performance:
— 1. Revenue Drop Diagnosis : Identify the real causes of lost revenue —
We break revenue change into its underlying drivers — traffic, conversion rate, average order value, and structural interactions — to quantify exactly what caused the decline.
You get a clear diagnosis, impact by factor, and a prioritized view of what matters most.
— 2. Conversion Drop Debugger: Pinpoint the source of funnel underperformance —
We locate where conversion deteriorates across the funnel and identify the most likely drivers by segment, device, and channel.
This turns a vague “conversion problem” into a precise operational diagnosis.
— 3. Ad Performance Reality Check:Test whether ad performance is real or overstated —
We evaluate whether reported ad success reflects genuine business impact or attribution inflation. This gives you a more credible basis for channel decisions, budget allocation, and agency accountability.