Connect funnel changes to customer evidence.
A conversion change needs more explanation than a number. Connect the measurement to the experiments, customer conversations and product decisions around it.
Illustrative request
Explain the change in trial-to-paid conversion using this export and our recent experiment notes.
Your assistant aligns the periods and definitions, compares the figures and identifies supported explanations and questions to test.
Illustrative scenario, not a live product result.Make the comparison meaningful.
Start with the funnel definition, reporting period and source of each figure. Check that the same stages and cohorts are being compared before describing an improvement or decline. Preserve the original export or reference so calculations can be checked later. A missing denominator or changed definition belongs in the analysis, not behind a confident headline.
Connect numbers to the work around them.
Retrieve the experiments, messaging changes and customer feedback recorded during the same period. Distinguish an observed change from a possible explanation: timing alone does not establish a cause. Prepare the next questions or experiments with the supporting evidence attached, then save the analysis as a report the team can revisit.
Use your existing measurement source.
Memrain contributes saved context and the structured-research workflow. Supply analytics exports, or let your assistant read an authorized analytics tool. Calculations and charts use the assistant’s analysis tools; changes to a live funnel require a separate approved action.
Keep the context. Move the work forward.
Connect your knowledge to the AI you already use. Find your starting point and make the next conversation count.