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Send Google Forms feedback to GitHub with AI triage

Google Forms response in, TriageFast triages it, GitHub ticket out. Use a webhook/API forward from Forms to our ingest endpoint and get labeled issues fast.

Start free See setup flow

How it works

Step 1

Connect google-forms

Forward form responses from Google Forms to TriageFast via webhook/API connector (Forms -> webhook -> TriageFast).

Step 2

AI triages every message

TriageFast extracts type, severity, title, summary, tags, sentiment and confidence from each response in under 30 seconds.

Step 3

Ticket appears in github

TriageFast creates a GitHub issue with title, body and labels (or routes via webhook automation) so your workflow picks it up.

Live example

Use the API directly

TriageFast accepts raw feedback over a single POST endpoint, classifies it in under 30 seconds, then routes the structured result to the output channel you chose.

curl -X POST 'https://triagefast.app/api/v1/ingest' -H 'Authorization: Bearer tf_live_xxxx' -H 'Content-Type: application/json' -d '{"source":"google_forms","payload":{"form_id":"order_feedback","response":"When I submit the checkout form I get a 500 error and lose my cart."}}'

Structured result

What gets classified

TriageFast returns type (bug/feature_request/billing/praise/question), severity (critical/high/medium/low), title, summary, tags, sentiment, and confidence for each form response.

{
    "title": "Checkout form returns 500 and clears cart",
    "body": "Type: bug\nSeverity: high\nSummary: When submitting checkout form user receives 500 and cart is lost.\nOriginal response: \"When I submit the checkout form I get a 500 error and lose my cart.\"",
    "labels": [
        "bug",
        "severity:high",
        "area:checkout",
        "sentiment:negative"
    ],
    "meta": {
        "tags": [
            "checkout",
            "payment"
        ],
        "confidence": 0.92
    }
}

Before

Without TriageFast

  • Responses sit in Forms inbox and require manual copy to issue tracker
  • No consistent severity or tags, so high-priority bugs get missed
  • Slow feedback loop—engineers receive unstructured reports with no context

After

With TriageFast

  • Form responses auto-posted to TriageFast via webhook and triaged instantly
  • GitHub issues created with severity and tags so teams prioritize correctly
  • Structured summaries and confidence scores reduce back-and-forth and speed fixes

FAQ

How do I connect google-forms to TriageFast?

Send form responses to TriageFast using Google Forms webhooks or a connector that forwards to our POST ingest endpoint.

How long does triage take?

TriageFast processes and returns classifications in under 30 seconds.

Is there a free plan?

100 triages/month, no card.

What does a github ticket look like?

A GitHub issue with AI-generated title, body summary, labels (type/severity/tags) and confidence metadata.

Start forwarding Google Forms to GitHub with TriageFast

Free plan includes 100 triages per month. No credit card required.

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