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Products and commerce: AI in Business

Test demand and economics, maintain accurate product information, and deliver usable products.

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Choose the work you need

22. Use AI to Test an Offer Before You Build It

Use AI to investigate customer problems, test an honest offer, and distinguish interest from purchase evidence before building.

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23. Improve Product Listings, Prices, and Inventory With AI

Improve product catalogs, pricing, and inventory with verified source fields, complete cost assumptions, and reviewed changes.

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24. Create a Digital Product Someone Can Actually Use

Create a useful digital product with a clear task, original assets, instructions, rights records, and practical evaluation.

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25. Support, Update, and Retire AI-Assisted Products Responsibly

Plan support, updates, refunds, data preservation, and retirement for products created or operated with AI assistance.

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Put this section to work

Start with the first chapter if this is new to you. Bring one real task, use permitted information, and write down the result you want before testing. Keep assumptions separate from observed results.

Use the worksheets for this section to record the work. A completed exercise is preparation for a pilot, not evidence that a live process has succeeded.