Clearception
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MerchAI demo

Check merchandise margins and reorder points

See each item's margin after fees and shipping, the price for a target margin, and which variants will run out before the next delivery.

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4 minute walkthrough

The challenge

Merchandise prices are set without counting payment fees, and stock runs out mid-tour or sits in boxes afterwards.

The scenario

A merchandise manager prepares for a twelve-date run with three shirts, a hoodie and a tote on sale online and at shows.

What you can ask

Illustrative prompts. Results depend on your own data and are not deterministic.

  • “What is the margin on each item after Shopify fees?”
  • “Which variants will run out in the next three weeks?”
  • “How many hoodies should we bring to each show?”

How Clearception approaches it

How the work is structured. Each step shows what its output is grounded in.

  1. Gather costs and sales

    Source

    Supplier cost, shipping and fees per item; Shopify orders arrive through verified webhooks.

  2. Compute margins

    Observed

    Unit margin after costs and fees, and the price that reaches a target margin.

  3. Suggest reorders

    Estimate

    From the last thirty days' sales against lead time and safety stock.

What you get

The shape of what comes back — not a promised result.

  • Reorder list

    Estimate

    Variants that will not cover lead time, with the quantity suggested and the rate it used.

Why it matters

Prices that cover the fees
Fees are part of the margin, so a sale is not quietly a loss.

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Want to try this with your own work?

Open MerchAI and bring your own data. No signup is needed to read these demos.

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