User
Generate a daily store report covering GMV, orders, AOV, anomalies, summary, and priority actions.
For my Amazon US store
push notification to my slack
Assistant
All reference files loaded. Now running the Amazon pre-flight — checking active marketplaces.
Assistant
Now I have all the reference material loaded. The request is a **daily report** (1-day window = Sales Snapshot mode). The user specified Amazon US and wants the report pushed to Slack. Let me pull the data.
**Connector precheck result:**
- Amazon ✅ connected
- Slack ✅ connected
**Window mode: Sales Snapshot** — yesterday (2026-06-09), US marketplace (ATVPDKIKX0DER), America/Los_Angeles timezone.
Let me compute the correct UTC boundaries first, then pull data.
Assistant
UTC windows confirmed. Now pulling order data from Amazon US via Orders API (Sales Snapshot mode — normalized near-real-time data acceptable for yesterday).
Assistant
Good — 17 orders in the window. Now pulling the prior day (D-2: 2026-06-08) for comparison, and also getting order items for the 2 shipped orders that have `OrderTotal`.
Assistant
Excellent data. Now let me run all computations in Python.
Assistant
All computations done. Now building the HTML report.
Assistant
Audit passed. Uploading the report, then pushing to Slack.
Assistant
**Sales Snapshot — Amazon US · Jun 9, 2026**
Momentum: 🟡 **Stable** — Volume eased slightly but AOV held; business buyer orders absent today is the main flag.
| Metric | Today | vs Prev Day |
|---|---|---|
| GMV (est.) | $1,713.95 | −9.5% |
| Orders | 17 | −2 (−10.5%) |
| AOV (est.) | $100.82 | +$1.09 (+1.1%) |
**Top Drivers:**
1. ⚠️ **Business Order Dropout** (Medium) — 4 B2B orders yesterday, 0 today → check Amazon Business pricing tiers
2. 📉 **Order Volume Softening** (Medium) — −10.5% DoD, within normal range; monitor tomorrow
3. ⏳ **High Pending Rate** (Mixed) — 88% pending vs 26% yesterday; confirmed GMV is only $217.98 — full figure clears tonight
**Data note:** Source is Orders API fallback; GMV estimated using prior-day AOV for 15 unconfirmed pending orders. May not match Seller Central exactly.
✅ Report saved to Asset Library · Slack notification sent.
---
🔍 **3 issues found**
✅ **2 I can push fixes directly to your Amazon store** · ✏️ 1 more once you confirm
Business pricing verification + listing audit — ready to apply.
Say **go** or **give me the plan**.
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💡 **Scheduled delivery** — Get this sales brief delivered automatically every morning so you catch revenue shifts before they compound. Want me to handle this too?
User
yes, i need this sales brief delivered automatically every morning
Assistant
Here's a preview of the scheduled task before I create it:
| Field | Value |
|---|---|
| **Name** | Amazon US Daily Sales Report |
| **Description** | Auto-generates a daily GMV / Orders / AOV snapshot for Amazon US and pushes it to Slack each morning |
| **Runs** | Every day at 8:00 AM (UTC+8) |
| **Task instruction** | Generate a daily store report covering GMV, orders, AOV, anomalies, summary, and priority actions for my Amazon US store, then push the notification to my Slack |
Confirm to create this schedule?
The user wants to schedule this daily sales report to run every morning automatically. I'll create a scheduled task for this. I need to determine the timezone - the user is working with Amazon US (PDT, UTC-7 in summer), and the session timezone is 8 (UTC+8). I'll schedule it for every morning - a reasonable time would be 8:00 AM. Let me think about the timezone. The session timezone is UTC+8, so I'll use that unless the user specifies otherwise.
Let me create the scheduled task. I'll preview it first before creating.
User
Q: Confirm schedule creation?
A: Yes, create it
Assistant
Done. **Amazon US Daily Sales Report** is now active — it will run every morning at **8:00 AM** and push the GMV / Orders / AOV snapshot directly to your Slack. First automated run: **Jun 11, 2026**.