APIS LAB Sandbox
Experimental APIS LAB tools and methods for self-testing and checking individual hypotheses.
- Transparent methodology and formulas.
- Work on your real input data.
- Separate view of evidence quality.
- Interpretation, limits and risk.
- Next action and export of the result.
Test your website, funnel, economics, channels and hypotheses with your own data
The tools are available again inside the Sandbox as separate working modules. They are not part of the primary navigation and do not replace consulting or verified client cases.
Website audit
Technical, search and analytics review with concrete page-level findings.
Audit website →01 / DiagnosticsWebsite comparison
Two real crawler audits with a comparison of technical and content signals, evidence gaps and priorities.
Open tool →02 / DataMeasurement architecture
Design of events, parameters, CRM statuses, consent logic and data-quality control.
Open tool →03 / EconomicsAcquisition economics
Full CAC, gross-profit LTV, payback, allowable CAC and scale-sensitivity scenarios.
Open tool →04 / International GrowthMarket selection matrix
Weighted scoring of markets plus profit potential and a robustness check under uncertainty.
Open tool →05 / ContentContent export analysis
CSV/TSV analysis: medians, quartiles, ER/CTR, leads, cost and commercial signals.
Open tool →06 / FunnelFunnel diagnostic
Shows which stage of the funnel creates the largest economic leverage under a realistic improvement.
Open tool →07 / ChannelsChannel portfolio
Compares channels by CAC, quality, gross profit, sales cycle, capacity and attribution confidence.
Open tool →08 / International GrowthInternational readiness
Evaluates maturity and evidence across eight critical layers and creates a 30-day plan.
Open tool →09 / StrategyHypothesis portfolio
Prioritises tests by business impact, uncertainty, evidence, cost, speed and reversibility.
Open tool →A model does not replace a decision. It makes the decision testable
We deliberately separate fact, assumption and interpretation. No model is presented as a forecast when the inputs do not justify that claim. In complex situations, the correct job of a tool is to reduce uncertainty and show what evidence must be collected next.
Methods in the Lab ↗Go directly to a solution
The Sandbox is secondary to APIS LAB commercial solutions; use the product matrix for a business task.