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For developers · 8 June 2026 · 3 min read

Ten questions an ops team can ask Claude once Linnworks is connected

Once Claude can see your Linnworks, the CSV-export era of answering questions ends. These are the questions our own team actually asks.

Stock and buying

Which SKUs are below their reorder point right now? What is our total stock value by location? Which items have not sold in ninety days? What is on order with suppliers and when is it due?

Orders and customers

How many orders did we ship last week versus the week before? Which customer spent the most this quarter? Show open orders older than three days — what is holding them? Which channel grew fastest this month?

Problems

What did we refund last month and for which reasons? Which SKUs get returned most often?

Every answer comes from live data, in seconds, in a chat window — no exports, no report queue. The plumbing that makes it possible is a Linnworks MCP server; the production-tested source is £249 if you would rather deploy than build. More background: what MCP unlocks for Linnworks.

Questions, or want a tool we don't have yet? Email hello@grafto.co.uk — a real person replies.