How to triage customer support tickets as CPG Founders

Customer SupportFor CPG Founders3 apps12 steps~24 min to set up

When a retailer emails asking why their last pallet arrived with a short-coded lot, or a DTC customer wants a return on a flavor they opened, your support queue doesn't look like a SaaS company's. It looks like a mix of Shopify order emails, Amazon seller-central messages, a Zendesk inbox you set up but never fully configured, and DMs on Instagram. You're triaging all of it yourself or dumping it on whoever's closest. A shipment delay from your co-packer creates 40 identical 'where's my order' tickets in 24 hours. You don't have a support team — you have a founder who already answered this question yesterday and needs to not answer it again today.

Customer SupportFor CPG Founders3 apps12 steps~24 min to set up
Outcome

What you'll set up

An AI triage layer that automatically sorts incoming support tickets by type — WISMO, returns, distributor deductions, retailer complaints, product defects — so you know what's on fire before you open a single email
Draft replies pulled from your actual policies (return window, lot traceability info, co-packer contact protocols) so you can resolve a ticket in one click instead of rewriting the same response from scratch
An escalation system that flags anything involving a food safety complaint, a chargeback, or a retailer relationship and surfaces it to you with full thread context — no hunting through three inboxes
The Starch recipe

Apps, data, and prompts

The combination of Starch apps, the data sources they pull from, and the prompts you use to drive them.

Data sources & config

Starch syncs your Gmail data on a schedule so the Email Triage app reads your full inbox without manual exports. Connect Shopify from Starch's integration catalog — the agent queries it live to pull order status, tracking numbers, and fulfillment data when drafting WISMO replies. Connect Zendesk from Starch's integration catalog to pull any tickets already logged there. The CRM app wires to Gmail so every support thread is captured against the right contact or retail account automatically.

Prompts to copy
Triage my Gmail inbox by ticket type: WISMO, return request, retailer complaint, distributor deduction dispute, product defect or food safety concern. Flag anything mentioning a lot number, a chargeback, or a retail buyer as high priority. Draft a reply for every WISMO ticket using our standard shipping delay template.
Build me a support ticket CRM that tracks: ticket source (Shopify email, Amazon, Zendesk, Instagram DM), ticket type, order number, lot number if mentioned, resolution status, and days open. I want to see anything over 48 hours unresolved at the top.
When Customer Support Agent launches, connect it to my Shopify order data and our returns policy doc so it can auto-resolve WISMO and return questions 24/7 without me.
Run these in Starch → or paste them into your favorite agent
Walkthrough

Step-by-step

1 Connect Gmail in Starch — Starch syncs your inbox on a schedule, so your support emails are available to the agent without you forwarding anything manually.
2 Connect Shopify from Starch's integration catalog — when a WISMO ticket comes in, the agent queries Shopify live to fetch the order status, carrier, and tracking number before drafting the reply.
3 Connect Zendesk from Starch's integration catalog if you're routing some tickets there already — the agent can pull open tickets and cross-reference with your Gmail threads so nothing is counted twice.
4 Open the Email Triage app (live in the App Store) and tell Starch how to categorize your ticket types: 'Sort incoming support emails into: WISMO, return request, retailer complaint, distributor deduction, product defect or food safety concern, and other.'
5 Add escalation logic specific to your CPG risk profile: 'Flag anything mentioning a lot number, an illness or allergen complaint, a chargeback, or the name of a retail buyer as urgent and surface it at the top.'
6 Build or customize a reply template library — paste your actual return policy, your co-packer contact protocol for quality holds, and your standard shipping-delay language. Tell Starch: 'Use these docs to draft replies for each ticket type.'
7 Set up the CRM app and prompt Starch: 'Build me a support ticket tracker with fields for ticket source, type, order number, lot number, resolution status, and days open — linked to the same contacts as my sales pipeline.'
8 Wire the two together: 'When a ticket comes from a retail buyer or distributor contact already in my CRM, attach the thread to their record so I can see support history next to deal history.'
9 Create a daily digest automation: 'Every morning at 7am, send me a Slack summary of open tickets by type, how many are over 48 hours old, and any flagged as urgent.'
10 For Amazon seller-central messages, which have no API, tell Starch to automate your browser: 'Check my Amazon seller-central messages daily, extract any customer inquiries, and add them to my support ticket tracker — no API needed.'
11 When Customer Support Agent launches (currently in development — request beta access), connect it to Shopify order data and your policy docs so it resolves WISMO and return questions automatically without your involvement.
12 Review weekly: prompt Starch 'Show me resolution time by ticket type this week and flag any ticket type where average resolution is over 24 hours' so you can update your templates or escalation rules.

See this running on Starch

Connect your tools, describe what you want, and the agent builds it. Closed beta is free.

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Worked example

July 4th Weekend Shipping Surge — 2026

Sample numbers from a real run
WISMO tickets (DTC Shopify)47
Return requests (opened product)8
Amazon seller-central inquiries19
Retailer complaint (short-coded lot)1
Escalated food safety flag0

Your 3PL runs behind over the July 4th weekend and 47 DTC customers email asking where their order is. Without Starch, that's 47 individual replies you or someone on your team writes between Saturday and Monday. With the Email Triage app connected to Shopify, Starch identifies all 47 as WISMO tickets, pulls the tracking number and carrier status for each order from Shopify live, and drafts a personalized reply for each one — 'Your order shipped on July 2nd via UPS, tracking XXXXXXXXXX, and is currently delayed due to holiday carrier volume. Expected delivery is now July 7th.' You review a sample, approve the template, and send the batch. Separately, one retailer emails about a pallet of your trail mix arriving with a best-by date 60 days out — below their 90-day minimum. Starch flags it as a retailer complaint mentioning a lot number and surfaces it at the top of your queue before you've touched anything else. The 8 return requests get drafted using your actual returns policy language. The 19 Amazon messages get pulled via browser automation from seller-central and added to your tracker automatically. Total support time for the weekend: under 40 minutes instead of a lost Sunday.

Measurement

How you'll know it's working

First response time by ticket type (WISMO, return, retailer complaint, deduction dispute)
Tickets resolved without founder involvement (target: WISMO and standard returns handled without you)
Escalation rate — what percentage of tickets required a human decision vs. templated reply
Retailer complaint volume by SKU and lot number (early signal on co-packer quality issues)
Average ticket-to-resolution time segmented by channel (DTC email, Amazon, retail buyer)
Comparison

What this replaces

The other ways teams handle this today, and how the Starch version compares.

Zendesk
Zendesk handles ticket routing well but costs $55+/agent/month, requires manual setup of macros and views, and has no awareness of your Shopify orders, lot numbers, or retail relationships — you'd still be copying and pasting context by hand.
Gorgias
Gorgias integrates natively with Shopify and is built for DTC brands, but it doesn't help with Amazon seller-central, retail buyer complaints, or distributor deductions — so you still have three separate queues to manage.
Gmail + Notion doc templates
Free and familiar, but triaging manually and copy-pasting template replies from a Notion doc doesn't scale past 20 tickets a week without burning real time — and there's no visibility into resolution rates or open ticket age.
Freshdesk
Freshdesk has a free tier that works for basic ticketing but has no CPG-specific logic (lot numbers, chargeback flags, co-packer escalations) and you'd build all of that routing from scratch.
On Starch RECOMMENDED

One platform — founder inbox, crm, customer support agent all running on connected data. Setup in plain English; numbers stay current via scheduled syncs and live agent queries.

Try it on Starch →
FAQ

Frequently asked questions

Can Starch actually read my Amazon seller-central messages? I thought there was no API for that.
There's no public API for seller-central messages, but Starch automates your browser directly — no API needed. You tell Starch to log into seller-central, read new messages, and pull them into your ticket tracker. It works the same way you'd do it manually, just without you sitting there.
The Customer Support Agent app sounds like exactly what I need. When is it available?
Customer Support Agent is currently in development. You can request beta access to get notified when it launches. In the meantime, the Email Triage app handles inbox prioritization and reply drafting, and you can build a custom support workflow using natural-language prompts today.
Is Starch SOC 2 Type II certified? I'd be connecting customer order data.
Not yet — Starch is not currently SOC 2 Type II certified. If that's a hard requirement for your compliance posture, that's worth knowing upfront. Most early-stage CPG brands don't have that bar yet, but it's an honest limit.
My support emails are split between Gmail and Outlook. Can Starch read both?
Yes. Starch syncs both Gmail and Outlook data on a schedule. If your team uses one and your operations inbox uses the other, both can be connected and the agent can triage across them.
I already have Zendesk set up with some macros. Do I have to start over?
No. Connect Zendesk from Starch's integration catalog and the agent can read your existing open tickets, cross-reference them with your Gmail threads, and layer Starch's triage logic on top of what you've already built. You don't have to abandon what's working.
What happens when a food safety complaint comes in — like a customer says they found something wrong with the product?
You set the escalation rules. Tell Starch: 'Flag anything mentioning illness, allergens, foreign objects, or a lot number as urgent and notify me immediately via Slack.' Starch doesn't auto-respond to those — it surfaces them to you with full thread context so you're making the call, not an AI.

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