AI ticket triage agent for Help Scout, Intercom and shared inboxes
Tags, prioritises and drafts first responses to support tickets. Escalates what a human should see. Handles the rest.
Help Scout · Intercom · Gmail · Zendesk · Free plan · BYOK
- 47s
- first reply
- 2
- auto-sent
- 1
- for a human
- 1
- spam archived
Reads tickets from
What your support triage agent does
Classifies every ticket
Reads the message, assigns a category (billing, technical, shipping, account, feature request, spam), and tags it. No manual sorting.
Assigns priority
Urgent (payment failed, service down, angry customer) goes to the top. Normal gets queued. Low gets batched for weekly review.
Drafts a first response
Uses your knowledge base, past replies, and help docs to draft a response that sounds like your team wrote it. Average first-reply time: under 60 seconds.
Escalates edge cases
Anything the agent cannot classify or is not confident about gets flagged for a human. You define what "not confident" means: by category, by customer tier, by dollar amount at risk.
Here is what a triage run looks like
One summary per run in Slack, Telegram or email. Every ticket categorised and prioritised, routine replies already sent, the one that needs a human waiting with context attached.
- Category and priority on every ticket
- Auto-sent vs flagged, stated explicitly
- Average first-reply time for the run
5 new tickets processed:
- 1.URGENTBILLINGalex@customer.com"I was charged twice for September"→Category: billing · Priority: urgent→Draft reply: apology + refund process + timeline→Flagged for human review (refund requires approval)
- 2.NORMALTECHNICALdev@startup.io"Slack integration stopped syncing after yesterday's update"→Category: technical · Priority: normal→Draft reply: reconnect steps + link to Slack setup guide→Auto-sent (Lead trust level)
- 3.NORMALSHIPPINGhello@shopper.com"Where is my order? Tracking says delivered but I don't have it"→Category: shipping · Priority: normal→Draft reply: tracking lookup + carrier contact info→Auto-sent (Lead trust level)
- 4.LOWFEATURE REQUESTpower-user@bigco.com"Can you add a dark mode?"→Category: feature request · Priority: low→Tagged and filed in Feature Requests board→No reply needed
- 5.SPAM"Boost your SEO with our guaranteed..."→Archived automatically
What the agent handles and what should stay human
The agent handles
- Classification and tagging (faster and more consistent than manual)
- Priority assignment (rules-based, no mood or fatigue)
- First-draft responses for routine categories (billing lookups, shipping status, password resets, how-to answers)
- Spam filtering
What should stay human
- Angry customers (tone matters more than speed)
- Refunds above a threshold you set
- Anything involving legal, compliance, or data access
- Edge cases the agent flags as low-confidence
- Escalated tickets from high-value accounts
The agent is triage, not resolution. It makes your queue shorter by handling the 60–70% of tickets that have a known answer. The rest goes to your team with the context already attached.
Support triage for SaaS teams
SaaS support tickets cluster around a small number of categories: billing questions, integration issues, feature requests, onboarding confusion, and "I can't log in."
The triage agent learns your categories from your past tickets. After a few hundred classified tickets, it matches your team's accuracy on routine categories and handles them at 47-second first-reply time instead of 4-hour average.
Connect Help Scout, Intercom, or your shared Gmail inbox. The agent reads new tickets as they arrive.
- Billing questions
- Integration issues
- Feature requests
- Onboarding confusion
- "I can't log in"
- Agent first reply
- 47s
- Team average
- 4h
Support triage for Shopify and ecommerce
Ecommerce support is dominated by three categories: "where is my order" (tracking lookup), "I want a refund" (policy check), and "this isn't what I ordered" (photo + order comparison). The triage agent handles the first two automatically and flags the third for a human.
Connect your Shopify store or your support inbox. The agent pulls order data to answer tracking and refund questions with specifics, not templates.
Cost
What support triage costs per ticket
Each ticket classification and draft consumes approximately 1,000–2,000 tokens on Claude Sonnet 5 ($2/$10 per million). Model cost is billed by your provider directly. BYOK, zero markup.
Platform: the free plan (1 agent, 100 credits/month) covers small volumes. Higher volumes run on a paid plan. See pricing
- Per ticket
- ~$0.01–0.02
- Model cost / month
- ~$15–30
Estimates based on the template's average token usage. The Zendesk figure assumes ~65% of tickets resolve automatically at $1.50–2.00 each (committed vs pay-as-you-go), before the Advanced AI add-on.
How this compares to Zendesk AI agents and Intercom Fin
- BetterClaw Triage
- ~$0.01–0.02/ticket in model cost
- Zendesk AI agents
- $1.50–2.00/automated resolution
- Intercom Fin
- $0.99/outcome
- BetterClaw Triage
- Every ticket triaged
- Zendesk AI agents
- Automated resolutions
- Intercom Fin
- Resolutions and handoffs
- BetterClaw Triage
- Yes
- Zendesk AI agents
- No
- Intercom Fin
- No
- BetterClaw Triage
- Yes
- Zendesk AI agents
- No, Zendesk only
- Intercom Fin
- No, Intercom and selected help desks
- BetterClaw Triage
- Yes (28+ providers)
- Zendesk AI agents
- No, vendor-chosen models
- Intercom Fin
- No, vendor-chosen models
- BetterClaw Triage
- Yes
- Zendesk AI agents
- No
- Intercom Fin
- No
Competitor pricing as published in September 2026. Zendesk and Intercom change pricing frequently.
Support triage agent: BetterClaw vs building in n8n
Building it in n8n
Hours, plus a VPSYou can build this in n8n. A help-desk trigger, a classifier, a branch per category and priority, a drafting node with your knowledge base wired in, an approval step, and error handling. It works. It also needs a server, and someone to update it when Help Scout or Intercom change their API.
Deploying on BetterClaw
MinutesDeploy the template, connect your help desk and knowledge base, set your escalation rules. The no-code AI agent builder handles hosting, scheduling and secrets, and the connectors are maintained for you.
Both work. The question is whether the build time and the ongoing maintenance are worth it for your use case.
Support Triage Agent: Common Questions
What is ticket triage in customer support?
Triage is the first pass over incoming tickets: deciding what each one is about, how urgent it is, and who should handle it. Done manually it is slow and inconsistent. A triage agent does it the moment a ticket arrives.
How does AI triage support tickets?
The agent reads each new ticket, assigns a category and a priority using rules you define and patterns from your past tickets, then drafts a first response from your knowledge base. Routine tickets are handled; anything low-confidence or high-stakes is flagged for a human with context attached.
Will it reply to customers on its own?
Only at Lead trust level, and you choose when to promote it. Every agent starts at Intern: it drafts, you approve every reply. Once you trust its accuracy on routine categories, promote it and it auto-sends those while still flagging edge cases.
Does it work with Help Scout, Intercom, Zendesk or Gmail?
Yes. Connect Help Scout, Intercom, Zendesk, or a shared Gmail inbox. The agent reads new tickets as they arrive and writes tags, priorities and drafts back to the same tool.
What does it cost per ticket?
Roughly $0.01–0.02 per ticket in model cost on Claude Sonnet 5, billed by your provider directly with zero markup. 50 tickets a day is about $15–30 a month; 200 a day is about $60–120. BetterClaw's free plan includes 1 agent and 100 credits a month for small volumes.
Is it different from Zendesk AI agents?
Yes. Zendesk AI agents charge $1.50–2.00 per automated resolution and only work inside Zendesk. This template costs the same per ticket regardless of outcome, adds trust levels and approval gates, works with any inbox, and lets you bring your own model. See the comparison table above.
Can it handle Shopify order questions?
Yes. Connect your Shopify store and the agent pulls order and tracking data to answer "where is my order" and refund-policy questions with specifics. "This isn't what I ordered" tickets are flagged for a human because they need a judgement call.
Deploy the Support Triage template now
Deploy this templateFree plan · Help Scout, Intercom, Gmail, Zendesk · Shopify · BYOK