Contact form triage with draft replies
Sorts each website contact form message as lead, support, spam or other before it lands in your inbox, pulls out the stated service, budget and timeline, and adds a draft reply in the sender's language for you to check. If the model fails, the plain email still arrives.
What it does
- Reads the form submission and classifies it
- Writes a one sentence summary and extracts service, budget and timeline
- Drafts a reply in the sender's language
- Tags the email subject so a mail filter can sort it
- Falls back to the plain email on any error or timeout
Your approval boundaries
Approval requiredThese actions always wait for your yes:
- Sending any reply to the sender
You decide what happens next.
More about this workflow
This setup is for support leads and small teams who answer customers every day. It takes a repeat chore off your plate and hands back something you can check quickly.
First, it reads the form submission and classifies it. Next, it writes a one sentence summary and extracts service, budget and timeline. Then it drafts a reply in the sender's language. After that, it tags the email subject so a mail filter can sort it. Finally, it falls back to the plain email on any error or timeout. It works with your email, each on its own login with limited access.
You get the prep work done and waiting for you. The agent stops and asks for your yes before sending any reply to the sender, and says plainly if a step cannot be undone.
“The draft reply comes to you.”
Explore required tools and model recommendations
Tools and access
Gmail
Handles the email part of this job. Grant read-only plus compose (drafts) scopes.
API required: Yes. Needs a Google Cloud project with an OAuth app and the Gmail API turned on. The agent signs in through OAuth with only the scopes you pick.
Official links only. Not sponsored, no affiliate links.
Model recommendations
Best pick
Claude Sonnet 5.5
Writes careful replies and reads long ticket threads.
$2 per million input tokens, $10 per million output tokens.
Anthropic docs as of October 11, 2026
Cheaper backup
Claude Haiku 5.5
Made for sorting and routing at high volume.
From $0.10 per million input tokens and from $0.50 per million output tokens.
Anthropic docs as of October 11, 2026
Our own picks. Not sponsored, no affiliate links.
Build your prompt
Add your details, then copy the prompt into your tool.
2Your prompt
4 of 4 still emptyYour answers stay in this browser only.
Run your workflow
Connect your tools with only the access this setup needs, then follow these steps.
Steps
Do these in order. Test on old data before it touches live work.
- 1Connect Gmail with its own login, not yours. Grant read-only plus compose (drafts) scopes.
- 2Paste the prompt where your harness takes instructions. See the note under the Copy button.
- 3Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
- 4Read its log after the first real run. Only widen access once a week of runs looks clean.
Safeguards and trust score
The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.
Can draft things that send or spend, so it sits close to risky actions.
Waits for a yes on: sending any reply to the sender.
Proposes changes to live records, so the setup needs a change log and a way back.
Runs on its own login across 1 tool. Fewer connections means a smaller blast radius.
How to raise it
- Access: Take away its ability to send, post or spend. Let it only write drafts, and have a person press send or pay from their own account +6
- Human approval: Add a second named stop next to "sending any reply to the sender", so every step that leaves your hands waits for a yes, and have the confirm say plainly what cannot be undone +3
- Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
Do all of these to reach 91, up from 79.
Want help getting there? Get an AI Trust Audit from Pixeldesigns
Reviewed by Trustcase (example setup). How scoring works
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[](https://trustcase.dev/use-cases/contact-form-triage-with-draft-replies)<a href="https://trustcase.dev/use-cases/contact-form-triage-with-draft-replies"><img src="https://trustcase.dev/badge/contact-form-triage-with-draft-replies.svg" alt="Trustcase trust score for Contact form triage with draft replies" height="20"></a>More support workflows
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