All applications
Product listing drafts
Retail & multi-location

Product listing drafts

We turn verified product facts into consistent product copy, with a review before anything reaches your store.

Services in this workflow

How we put it to work

  1. Step 1 of 2

    Start with facts you can verify.

    We connect approved specifications and brand guidance. AI identifies missing attributes and conflicts in supplied material.

    Your teamVerifies specifications and permitted product claims.

    Start with facts you can verify. We connect approved specifications and brand guidance. AI identifies missing attributes and conflicts in supplied material.
    Product facts
    AI
    Content brief
    Attribute missing

  2. Step 2 of 2

    Draft for your catalog.

    AI writes descriptions in your agreed tone and format using approved facts. Copy enters your existing review process before publication.

    Your teamApproves claims, accuracy, and final publication.

    Product facts become reviewable copy. Approved product specification: Cotton canvas tote; Internal pocket; Care information not supplied. AI writes using the supplied attributes: A cotton canvas tote with an inside; pocket for smaller essentials.; Care instructions: confirm before publishing.. Editor verifies claims and publishes the approved copy.
    Product facts become reviewable copy
    Approved product specification · Illustrative example
    Cotton canvas tote
    Internal pocket
    Care information not supplied
    AI prepares a draft
    A cotton canvas tote with an inside
    pocket for smaller essentials.
    Care instructions: confirm before publishing.
    Editor verifies claims and publishes the approved copy

What your first engagement includes

  1. 01Review your setupConfirm existing features, data access, and system compatibility.
  2. 02Configure one workflowConnect the tools, define approvals, and handle exceptions.
  3. 03Test and hand overPilot on selected work, train your staff, and provide operating instructions.
PILOT REVIEW

How we measure the pilot

Compare the same work before and during the pilot.

  • Time to complete

    Time to prepare an approved product description, including the human check.

    Review time

  • Review quality

    How often a draft needs a material correction before approval.

    Correction rate

  • Workflow reliability

    Drafts containing unsupported product claims.

    Exceptions to resolve
  1. Current process
  2. Pilot results
  3. Review together

Agree what to improve or expand based on the results.

Start with one workflow in your business.

Related technology and workflow references

Background reading on the capabilities behind this application. Your setup determines which connections are practical.

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Turn approved site reports and business metrics into a weekly briefing with exceptions and source links.

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Retail stock and replenishment exceptions

Retail stock and replenishment exceptions

Explain inventory exceptions in plain language and prepare store-level follow-up actions for planners.

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Customer reply drafts

Customer reply drafts

Prepare answers to product and store-policy questions from approved information.

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