The AI agent for category managers
Sauna pulls sell-through and margin by SKU from Shopify and your sheets, builds the line review deck, ranks SKUs for delist or expansion, and drafts the assortment plan for next season.
What it does
What Sauna does for category managers
- 01
Build the line review
Sauna pulls unit sales, margin, and return rate per SKU from Shopify and Google Sheets and assembles the quarterly line-review deck in Google Slides with the keep/cut recommendation per item.
- 02
Rank the assortment
It scores every SKU on velocity, margin contribution, and shelf days, then writes a ranked Airtable view flagging the bottom decile to delist and the gaps to fill.
- 03
Track supplier performance
Sauna reconciles fill rate and lead time per vendor from your order sheet and drafts the scorecard, flagging the suppliers missing on-time targets.
- 04
Brief the buy
It turns the assortment plan into a Notion brief for the buying team — units, target margin, and the rationale per category — ready for your sign-off.
Put Sauna to work on this.
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Ask in chat. It does the work.
Sauna shows up where you already work — the web app, Slack, email, iMessage, and Superhuman. It reads what it needs, does the task, and comes back with the draft for your approval.
Try it
Ask in plain words
The literal prompt for this job. Open it in Sauna and it picks up from there.
“Pull last quarter's sell-through and margin by SKU from Shopify, rank my candle category, and draft the line-review deck flagging the bottom 10% to delist.”
Plugs into the tools you already run — and thousands more, or any MCP server.
Good to know
Questions, answered.
Will it delist SKUs on its own?
No. Sauna ranks SKUs and recommends keep/cut with the numbers behind each call, but the delist decision and any system change stay with you.
Where do the margin numbers come from?
From your connected Shopify orders and the cost data in your sheet. It cites the source per figure and never estimates a margin it can't trace.
Is my data safe?
Sauna reads only what you connect, and acts only after you approve. Your workspace and its memory are yours, not training data.
Keep exploring
More ways teams use Sauna
Put Sauna to work for category managers.
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