Guidance

Ask Liva with useful context

Ask a focused question in normal language, inspect the supporting evidence and keep uncertainty visible.

Applies to current Liva 7 Updated Maintained by the Liva 7 product team
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    Outcome

    Ask a focused question in normal language, inspect the supporting evidence and keep uncertainty visible.

    Before you begin

    A focused task or question and the relevant Liva 7 workspace open beside you.

    Keep control

    Stop when the context no longer matches and review every important action before it is applied.

    Ask one useful question

    Ask Liva works best when the question names the decision, scope and time period. A focused question is easier to answer with relevant evidence and honest limits.

    1. State the decision.Explain what you are trying to understand or choose.
    2. Add the scope.Name the products, customers, channel or period that matters.
    3. Ask for the evidence.Request the source, comparison or limitation behind the answer when it is not already visible.
    4. Check the truth state.Separate what was observed from what was inferred, estimated or remains unknown.
    5. Follow the route, not just the wording.Open the relevant workspace to review the full context before making an important change.

    Make the question specific

    • What changed in repeat purchase over the last 90 days, and which evidence supports it?
    • Which product pages need attention because product information is incomplete?
    • What is still unknown about this opportunity before I prepare a storefront experience?
    An answer is not an approval

    Ask Liva can explain and route the work. It does not silently give itself authority to publish or make another important change.

    Finish with a check

    Check the result

    The answer or guided route matches your task, shows its limits and leaves the final action under your control.

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