Performance and Attribution

Understand what changed
after the decision.

Follow approved actions through to measurable outcomes, compare the result with the agreed baseline and keep attribution language honest about what the evidence can support.

Illustrative performance recordOutcome measured
Did the action actually help?Product discovery test

A connected measurement record that explains the baseline, outcome, timeframe and degree of confidence.

Conversion rateBaseline linked
Influenced revenueAttribution bounded

Illustrative interface - actual results depend on your store data

Measurement with context

A result is useful when
you can understand what it means.

Performance connects the approved action to the metric, baseline and timeframe chosen before launch. It distinguishes observed association from claims the evidence cannot prove.

01Baseline-led

Success is defined before launch.

02Explainable

Timeframe and attribution stay visible.

03Reusable

The learning informs future decisions.

01
Definition

Set the intended outcome first

Keep the target metric, baseline and measurement window attached to the action before it goes live.

Defined
02
Observation

Follow what actually changed

Compare the measured result with the agreed starting point and operating context.

Measured
03
Attribution

Use language the evidence supports

Distinguish influenced revenue, observed association and experimental lift rather than collapsing them into one claim.

Honest
04
Learning

Store the meaning of the result

Keep the outcome and explanation available to improve future recommendations and experiments.

Retained
The measurement lifecycle

Define success before launch.
Explain the result after it.

Keep the reason for the action, its intended outcome and the measured result together so learning survives beyond a standalone report.

What stays connectedRecommendation, approved action, baseline, outcome and learning remain one record.
  1. 01
    IntentDefine what success means

    Choose the metric, baseline and timeframe.

  2. 02
    ActionApprove your store change

    Keep the decision connected to its intended outcome.

  3. 03
    ObserveMeasure the result

    Collect the outcome in its operating context.

  4. 04
    ExplainInterpret carefully

    Use the attribution language the evidence supports.

  5. 05
    LearnRetain the conclusion

    Carry the useful context into future guidance.

Honest attribution

Influenced revenue is not
the same as incremental uplift.

Liva 7 uses careful language around attribution and uncertainty. Measured association, influenced revenue and experimental lift should remain distinct so confidence is earned rather than implied.

01
AttributionInfluenced is not incremental

Revenue touched by an experience is not automatically revenue caused by it.

Honest
02
BaselineComparison remains visible

The result is understood against an agreed starting point and timeframe.

Traceable
03
UncertaintyConfidence stays explicit

The system should show where the evidence is strong and where it is limited.

Explainable
One connected operating system

Turn every approved action into evidence your store can use again.

Measure the outcome and carry the learning into the next decision.

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