TradlyTradly Memory

    Conversion optimization

    CRO software should point at the leak — not just test the water.

    The best conversion rate optimization software finds the step where visitors leave, fixes it, and keeps tracking. Testing alone without diagnosis is throwing traffic at guesses.

    The landscape

    The CRO software categories

    Understand the toolbox before you buy.

    CategoryExample toolsStrengthBlind spot
    A/B testing platformsOptimizely, VWOScientific page testsNeeds traffic + patience
    Session replay / heatmapsHotjar, Clarity, FullStorySee the frictionRecording can't fix it
    Analytics + funnelsGA4, MixpanelMeasure the drop-offNo built-in action
    Behavior layer (Tradly Memory)Intent, memory, recoveryDiagnose and actRamp as behavior accumulates

    The approach

    Diagnose first, test second

    Teams buy CRO software to run experiments, but the experiments are only as good as the diagnosis underneath. Run the funnel, read the form data, and find the stall before you draft a single test.

    Testing is a scalpel, not a jackhammer

    Use A/B tests on the hypotheses you can't decide by data alone — headline, layout, offer. Let the funnel tell you where the problem is.

    Act on every visitor, not just test slots

    While a test runs on a subset, behavior-based recovery and recommendations quietly work on everyone else, from the same data.

    The stack

    The pragmatic setup

    Most teams land on a pragmatic stack: a behavior layer for diagnosis and action, replay for the moments you must see, and a testing tool for the pages you must experiment on. That combination beats any single tool — and the behavior layer is where the diagnosis starts.

    Diagnose, act, then test

    Funnels, forms, and intent that find the leak — free to start. Add experiments only where the data can't decide.

    Install the pixel