✳ ExperimentPilot
EXPERIMENT LABby smartsand.tech
Marketing intelligence   /   Experiment strategy

Stop guessing.
Start experimenting.

Turn campaign numbers into testable hypotheses. Prioritize what to test, understand why, and build a smarter optimization plan.

01 / Your data

Bring your campaigns into focus.

Import performance data, use fictional demo data, or download a CSV template. Nothing is sent to AI until you click Generate.

Fictional demo data loaded.
Optional — leave blank and ExperimentPilot will identify experiment opportunities from your campaign data.
⚙ Backend connection

Cloudflare backend is preconfigured. You can override its address here if needed. Keep this MVP private until API access protection is enabled.

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02 / Performance baseline

Know your starting point.

Fictional demo data · EUR

Campaign efficiency

Cost per conversion by campaign — lower is generally better when conversions are comparable.
Performance snapshot
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Upload campaign data to compare marketing performance.

Metrics alone do not establish causation or test significance.
03 / Account detail

Campaign performance.

CampaignSpendImpressionsClicksCTRConversionsCPA
04 / From insight to action

Your next best experiments.

AI recommendations are hypotheses, not guaranteed improvements.
05 / Ask ExperimentPilot

AI Experiment Strategist.

Ask follow-up questions about performance, test setup, implementation or measurement. The chat uses the same existing n8n AI Agent.

Examples: “Which test should I start with?” or “What sample size information do we need?”

Strategy conversation

Your ExperimentPilot analysis will appear here. Click “Generate Experiments” to start, or ask a question below.