Sample made from invented data
Sample: support inbox triage for Bramblewood Home Goods (invented business and data)
A week of support email sorted by type and urgency, with a reply draft for each message that needs one.
Everything in this sample is invented: the business, the people, the numbers and the contact details. It was produced by the same code a pilot uses, then checked by the quality checks listed at the end. In a pilot, a person reviews the output before it goes to you.
What went in (all invented)
- 25 support emails from one week of a shared inbox
- Refund policy: returns within 30 days of delivery; usual shipping time 3–5 business days
The sample output
Summary
25 messages received 2026-10-03 to 2026-10-09.
By category: order status 5, needs a person 3, spam 3, refund request 3, billing 3, technical 3, complaint 2, sales question 2, other 1.
High urgency: 9. Needs a person: 3, with no draft written. Spam: 3, with no draft written.
Reply drafts: 19, for you to review, edit and send yourself.
Customers wrote most about late or missing deliveries (5) and charges, invoices and payments (5).
Triage
| Message | Received | From | Category | Urgency | Why | Order number |
|---|---|---|---|---|---|---|
| M-01: Where is my order? | 2026-10-03 08:12 | Carmen Diaz | order status | high | Order status: mentions "where is my order". High: waited 9 days. | #20412 |
| M-04: Refund or I take this further | 2026-10-03 14:30 | Jordan Ellis | needs a person | high | Needs a person: mentions "lawyer". High: legal or safety message. | #20417 |
| M-07: Still waiting for my refund | 2026-10-04 13:47 | Laura Finch | refund request | high | Refund request: mentions "refund". High: waited 14 days. | #20366 |
| M-11: Reaction to hand cream | 2026-10-05 15:12 | Rebecca Lowe | needs a person | high | Needs a person: mentions "allergic reaction". High: legal or safety message. | #20388 |
| M-13: Charged twice, please refund | 2026-10-06 10:05 | Grace Whitman | refund request | high | Refund request: mentions "refund". High: charged twice. | #20433 |
| M-16: WHERE IS MY ORDER | 2026-10-07 09:03 | Raymond Cole | order status | high | Order status: mentions "where is my order". High: 3 or more exclamation marks; written mostly in capitals. | #20398 |
| M-17: Double charge | 2026-10-07 11:18 | Brenda Shaw | billing | high | Billing: mentions "double charge". High: charged twice; written mostly in capitals. | #20437 |
| M-19: Chargeback | 2026-10-07 16:25 | Kevin Marsh | needs a person | high | Needs a person: mentions "chargeback". High: legal or safety message; chargeback. | #20455 |
| M-24: Order 20451 delayed? | 2026-10-09 11:45 | Arjun Patel | order status | high | Order status: mentions "delayed". High: waited 6 days. | #20451 |
| M-03: Invoice for order 20402 | 2026-10-03 11:05 | Paul Okafor | billing | medium | Billing: mentions "invoice". | #20402 |
| M-06: Tracking number not working | 2026-10-04 10:20 | Sanjay Mehta | order status | medium | Order status: mentions "tracking". | #20420 |
| M-09: Card declined but there's a charge | 2026-10-05 09:15 | Diego Navarro | billing | medium | Billing: mentions "card declined". | none |
| M-12: Package hasn't arrived | 2026-10-06 08:40 | Tom Avery | order status | medium | Order status: mentions "hasn't arrived". | none |
| M-23: Refund for tea towels | 2026-10-09 09:10 | Megan Doyle | refund request | medium | Refund request: mentions "refund". | none |
| M-05: Can't log in | 2026-10-04 08:55 | Helen Brooks | technical | low | Technical: mentions "can't log in". | none |
| M-10: Wholesale pricing | 2026-10-05 11:30 | Alice Grant | sales question | low | Sales question: mentions "wholesale". | none |
| M-14: Broken link in your newsletter | 2026-10-06 12:22 | Noah Bennett | technical | low | Technical: mentions "broken link". | none |
| M-15: Disappointed with cutting board | 2026-10-06 14:48 | Ivy Chen | complaint | low | Complaint: mentions "disappointed". | #20409 |
| M-20: Error at checkout | 2026-10-08 08:30 | Priya Raman | technical | low | Technical: mentions "error". | none |
| M-21: Phone call this morning | 2026-10-08 10:52 | Walter Hayes | complaint | low | Complaint: mentions "rude". | none |
| M-22: Aprons for a cooking class | 2026-10-08 14:15 | Elena Ortiz | sales question | low | Sales question: mentions "do you offer". | none |
| M-25: Gift note | 2026-10-09 15:30 | Lucy Hart | other | low | Other: no rule matched. | none |
| M-02: Quick question about your website | 2026-10-03 09:40 | Rankwell SEO Team | spam | low | Spam: mentions "seo services". | none |
| M-08: Guest post collaboration | 2026-10-04 16:02 | Mia at HomeBlog Network | spam | low | Spam: mentions "guest post". | none |
| M-18: Deals for your store | 2026-10-07 13:40 | Deals Desk | spam | low | Spam: 4 links and no order details. | none |
One category per message: the rules run in order and the first match wins (needs a person, spam, refund request, billing, order status, technical, complaint, sales question, other). Most urgent first, then oldest first.
Draft replies
Drafts for you to review, edit and send yourself. Amber does not send messages.
To: Carmen Diaz <carmen.diaz@example.com> · As: email
Subject: Re: Where is my order?
Hi Carmen, Thanks for checking in about order #20412. I'm sorry this has taken so long. I'll check the tracking and reply with what I find. For reference, our usual shipping time is 3–5 business days. Thanks, Jess Bramblewood Home Goods
For M-01 (order status, high urgency)
To: Laura Finch <laura.finch@example.net> · As: email
Subject: Re: Still waiting for my refund
Hi Laura, Thanks for your message about order #20366. I'm sorry this has taken so long. We're reviewing your request against our refund policy, which covers returns within 30 days of delivery. I'll reply with the outcome, and if we need anything else from you, such as a photo, I'll ask. Thanks, Jess Bramblewood Home Goods
For M-07 (refund request, high urgency)
To: Grace Whitman <gwhitman@example.net> · As: email
Subject: Re: Charged twice, please refund
Hi Grace, Thanks for your message about order #20433. I'm sorry to hear about the double charge. We're reviewing your request against our refund policy, which covers returns within 30 days of delivery, and checking our payment records. I'll reply with the outcome, and if we need anything else from you, such as a photo, I'll ask. Thanks, Jess Bramblewood Home Goods
For M-13 (refund request, high urgency)
To: Raymond Cole <ray.cole@example.net> · As: email
Subject: Re: WHERE IS MY ORDER
Hi Raymond, Thanks for checking in about order #20398. I'm sorry for the trouble. I'll check the tracking and reply with what I find. For reference, our usual shipping time is 3–5 business days. Thanks, Jess Bramblewood Home Goods
For M-16 (order status, high urgency)
To: Brenda Shaw <brenda.shaw@example.com> · As: email
Subject: Re: Double charge
Hi Brenda, Thanks for letting us know about order #20437. I'm sorry to hear about the double charge. I'll check our payment records and reply with what I find. Please don't send card numbers by email. Thanks, Jess Bramblewood Home Goods
For M-17 (billing, high urgency)
To: Arjun Patel <arjun.patel@example.com> · As: email
Subject: Re: Order 20451 delayed?
Hi Arjun, Thanks for checking in about order #20451. I'm sorry this has taken so long. I'll check the tracking and reply with what I find. For reference, our usual shipping time is 3–5 business days. Thanks, Jess Bramblewood Home Goods
For M-24 (order status, high urgency)
To: Paul Okafor <paul@ternstreetcafe.test> · As: email
Subject: Re: Invoice for order 20402
Hi Paul, Thanks for your message about order #20402. I'll put the invoice together and reply with it. Thanks, Jess Bramblewood Home Goods
For M-03 (billing, medium urgency)
To: Sanjay Mehta <sanjay.mehta@example.com> · As: email
Subject: Re: Tracking number not working
Hi Sanjay, Thanks for checking in about order #20420. I'll check the tracking and reply with what I find. For reference, our usual shipping time is 3–5 business days. Thanks, Jess Bramblewood Home Goods
For M-06 (order status, medium urgency)
To: Diego Navarro <dnavarro@example.com> · As: email
Subject: Re: Card declined but there's a charge
Hi Diego, Thanks for letting us know. I'll check our payment records and reply with what I find. Could you reply with your order number, or the name and email address used at checkout, so I can find it? Please don't send card numbers by email. Thanks, Jess Bramblewood Home Goods
For M-09 (billing, medium urgency)
To: Tom Avery <tom.avery@example.com> · As: email
Subject: Re: Package hasn't arrived
Hi Tom, Thanks for checking in. Could you reply with your order number, or the name and email address used at checkout, so I can find it? Then I'll check the tracking and reply with what I find. For reference, our usual shipping time is 3–5 business days. Thanks, Jess Bramblewood Home Goods
For M-12 (order status, medium urgency)
To: Megan Doyle <megan.doyle@example.org> · As: email
Subject: Re: Refund for tea towels
Hi Megan, Thanks for your message. Could you reply with your order number, or the name and email address used at checkout, so I can find it? Once I have it, we'll review your request against our refund policy, which covers returns within 30 days of delivery, and I'll reply with the outcome. Thanks, Jess Bramblewood Home Goods
For M-23 (refund request, medium urgency)
To: Helen Brooks <hbrooks@example.org> · As: email
Subject: Re: Can't log in
Hi Helen, Sorry you're having trouble signing in. Could you tell me the email address on your account and what the message on screen says? I'll look into it and reply. Thanks, Jess Bramblewood Home Goods
For M-05 (technical, low urgency)
To: Alice Grant <alice@cornerstonegifts.test> · As: email
Subject: Re: Wholesale pricing
Hi Alice, Thanks for your interest in Bramblewood Home Goods. Could you tell me which items you have in mind, roughly how many, and when you need them? I'll reply with pricing and timing. Thanks, Jess Bramblewood Home Goods
For M-10 (sales question, low urgency)
To: Noah Bennett <noah.bennett@example.org> · As: email
Subject: Re: Broken link in your newsletter
Hi Noah, Thanks for letting us know about the broken link, and for taking the time to write. I'll pass it on so it can be fixed. Thanks, Jess Bramblewood Home Goods
For M-14 (technical, low urgency)
To: Ivy Chen <ivy.chen@example.com> · As: email
Subject: Re: Disappointed with cutting board
Hi Ivy, Thank you for telling us, and I'm sorry about order #20409. I'd like to look into what happened and reply properly. Thanks, Jess Bramblewood Home Goods
For M-15 (complaint, low urgency)
To: Priya Raman <priya.raman@example.net> · As: email
Subject: Re: Error at checkout
Hi Priya, Sorry you've run into this. Could you tell me which device and browser you're using, and send a screenshot of what you see? I'll look into it and reply. Thanks, Jess Bramblewood Home Goods
For M-20 (technical, low urgency)
To: Walter Hayes <walter.hayes@example.com> · As: email
Subject: Re: Phone call this morning
Hi Walter, Thank you for telling us, and I'm sorry about how that call went. I'd like to look into what happened and reply properly. If this is about a particular order, could you reply with the order number? Thanks, Jess Bramblewood Home Goods
For M-21 (complaint, low urgency)
To: Elena Ortiz <eortiz@ridgeview-elementary.test> · As: email
Subject: Re: Aprons for a cooking class
Hi Elena, Thanks for your interest in Bramblewood Home Goods. Could you tell me which items you have in mind, roughly how many, and when you need them? I'll reply with pricing and timing. Thanks, Jess Bramblewood Home Goods
For M-22 (sales question, low urgency)
To: Lucy Hart <lucy.hart@example.net> · As: email
Subject: Re: Gift note
Hi Lucy, Thanks for getting in touch. I'll look into your question and reply soon. Thanks, Jess Bramblewood Home Goods
For M-25 (other, low urgency)
Needs a person (no draft written)
- M-04 from Jordan Ellis, 2026-10-03 14:30: mentions "lawyer". Subject: "Refund or I take this further"
- M-11 from Rebecca Lowe, 2026-10-05 15:12: mentions "allergic reaction". Subject: "Reaction to hand cream"
- M-19 from Kevin Marsh, 2026-10-07 16:25: mentions "chargeback". Subject: "Chargeback"
Legal, safety and chargeback messages. Read these yourself and decide how to reply; Amber does not draft replies to them.
What customers wrote about most
- Late or missing deliveries: 5 messages (M-01, M-06, M-12, M-16, M-24)
- Charges, invoices and payments: 5 messages (M-03, M-09, M-13, M-17, M-19)
- Refunds and returns: 4 messages (M-04, M-07, M-13, M-23)
- Slow or missing replies: 4 messages (M-04, M-17, M-19, M-21)
- Damaged or poor-quality items: 3 messages (M-04, M-15, M-23)
Counted from the words in each message; one message can count toward more than one theme. Spam is left out.
Quality checks run on this sample
14 of 14 QA checks passed. Direct cost of producing it: $0.00 (no paid service was used).
- Passed: Every message appears once with exactly one known category
- Passed: One draft for each message that needs a reply, and none for spam or needs-a-person messages
- Passed: Drafts include the order number when the message has one
- Passed: Order-related drafts ask for the order number when the message has none
- Passed: No draft promises a refund, credit, discount or compensation
- Passed: Every draft is 1,200 characters or fewer
- Passed: Every high-urgency message says why
- Passed: The summary's counts match the triage table, the drafts and the needs-a-person list
- Passed: Nothing says a refund, cancellation or change was made
- Passed: No claims of guarantees, certification, compliance, affiliation or unmeasured results
- Passed: Nothing says a message was sent (Amber drafts; a person sends)
- Passed: Every section of messages is labelled as drafts
- Passed: No empty section without a note saying why
- Passed: Every stage of the demo completed
Ask about the Support Inbox Triage with Reply Drafts pilot · All ten pilot services