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Analysis / Ecommerce and retail

Model the economics of proposed product bundles

Model product bundle margins, discount depth and break even volumes from prices and costs, with observed basket context and substitution caveats.

A starting point for

Ecommerce operator · Retail analyst

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Your starting prompt.

Use [product costs] and [basket history] to compare contribution margins for [proposed bundles] at [price scenarios]. Calculate per bundle margin, discount depth and break even volumes, including packaging and fulfillment assumptions. Show how often the items already appear together and possible cannibalization exposure. Produce a proposal table for review; do not treat historical baskets as evidence of future bundle demand or publish offers automatically.

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Method and review

Keep the assumptions visible.

Reconcile orders, refunds, costs and fulfillment at a consistent grain. Use supplied exports when a native Connection is unavailable, and distinguish revenue from contribution.

For this task, check

Bundle demand and substitution effects require testing rather than inference from existing baskets alone.

This starting prompt has no published worked example yet. Begin with a small sample and check the calculations before relying on the result.

Before you begin

  • Bring exports you are allowed to upload, or data your Workspace can already query.
  • Choose the reporting period and agree what each record represents.

Work with permitted files or queryable data. Verify the result against the original records.

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Make it your investigation.

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