Find my least selling products and make a red banner of them.
Sales analysis, banner and daily operations
A coffee chain in Europe · Store operations assistant
$0.443081Calculated total
Client, brand and personal information has been removed. Examples include summaries and complete available conversations. Full conversations preserve every user and agent message in order, translated into English where needed. The status reflects the outcome reported at the time.
8 messages · All available user and agent messages, in chronological order.
The least-selling products over the last 30 days are:
| Product | Units sold | Revenue |
|---|---|---|
| Americano | 5 | €18.30 |
| Chocolate chip cookie | 6 | €19.20 |
| Iced white chocolate mocha | 7 | €36.00 |
| Lemon muffin with raspberry filling | 7 | €25.20 |
| Salmon bagel | 8 | €72.00 |
I’m now creating a red home banner to give these products more visibility.
Done. I immediately published the red “Discover something new” banner in the app’s home slot, featuring these 5 least-selling products from the last 30 days to increase their visibility and encourage sales. It is already live; banners do not require approval.
The 10 least-selling products.
Here are the 10 least-selling products over the last 30 days:
| Product | Units sold | Revenue |
|---|---|---|
| Americano | 5 | €18.30 |
| Chocolate chip cookie | 6 | €19.20 |
| Iced white chocolate mocha | 7 | €36.00 |
| Lemon muffin with raspberry filling | 7 | €25.20 |
| Salmon bagel | 8 | €72.00 |
| Iced brown sugar oat shaken espresso | 8 | €38.60 |
| Iced latte | 8 | €26.00 |
| Kettle | 8 | €392.00 |
| Fresh orange juice | 8 | €52.50 |
| City collection mug | 9 | €179.10 |
The previous red banner included only the first 5. I can update it to include all 10 or create a second dedicated banner.
Suggested next actions: Update the banner with all 10 · Create a discount promotion for these products · Show the best sellers.
Active promotions.
There are 2 promotions currently active:
- Double Stars Fridays: Double stars on every order, every Friday, with a “2x Stars” badge. Applied automatically. - €1 off above €10: A fixed €1 basket discount when the basket exceeds €10, with a maximum of 5 uses per customer. Applied automatically.
There are also 4 draft promotions and 1 archived promotion. I can check them if you like.
Suggested next actions: Show draft promotions · Create a new promotion · Show the archived promotion.
Generate the daily brief.
Daily brief saved to the dashboard.
Data gap detected: Sales trend, top products and worst products show zero activity for the last 7–30 days, while 854 orders are still active in the queue: 131 placed, 332 preparing, 391 ready. This looks like a data sync issue rather than a real sales stop — worth checking before drawing conclusions.
Suggested next actions: Check store open status · Review pending order queue · Retry brief with today’s data.
Banner and brief reported saved; the later brief flags a data sync concern.
Cost scope
- Models used in this execution
- Claude Sonnet 5
- Runs / model calls
- 4 / 12
- Input / output tokens
- 117,602 / 3,333
- Record date
- Sep 11, 2026, 8:00 AM
Calculated total sums all 4 verified turns in the displayed conversation, including continuation and delegated work, counted once. No percentile trimming. Snapshot covers 2026-07-27 through 2026-09-11; preserves all 8 available user/agent messages. External services and infrastructure are excluded.
Agent costs vary dynamically with the scope of the request, conversation context, models and tools used, response length and usage volume. The amounts below are reference examples from verified historical execution records. External service and infrastructure fees should be considered separately.
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