Typeform + Bruin

Source

Ingest Typeform data into your warehouse with incremental loading, quality checks, and full lineage. Defined in YAML, version-controlled in Git.

For business teams

What you get

Feedback tied to revenue
Join Typeform responses with CRM and billing data. See which customer segments are unhappy, and how much revenue is at risk.
NPS/CSAT trends, automated
Typeform response data flows into your warehouse. Trend dashboards update automatically, no manual exports.
Response quality validation
Quality checks catch duplicate submissions, incomplete responses, and stale data before it reaches your reports.
Cross-source customer insight
Combine Typeform feedback with support tickets, product usage, and sales data for a complete customer picture.

For data & engineering teams

How it works

Response deduplication
Bruin's merge strategy prevents duplicate Typeform responses. Re-runs and retries are always safe.
YAML-defined, Git-versioned
Your Typeform pipeline is a YAML file. Review in PRs, deploy with CI/CD, roll back with git revert.
Completeness validation
Quality checks catch incomplete responses, missing timestamps, and null IDs on every sync.
Transform responses in SQL
Calculate NPS, CSAT, and sentiment metrics with SQL transforms, in the same pipeline as ingestion.

Before you start

Typeform account

Personal access token from Developer Apps

Forms with response data

Step 1

Add your Typeform connection

Connect using Typeform personal access token. Add this to your Bruin environment file, credentials are stored securely and referenced by name in your pipeline YAML.

Parameters

personal_tokenTypeform personal access token from Settings

connections:
  typeform:
    type: typeform
    uri: "typeform://personal_token"

Step 2

Create your pipeline

Define a YAML asset that tells Bruin what to pull from Typeform and where to land it. This file lives in your Git repo, reviewable, version-controlled, and deployable with CI/CD.

Available tables

formsresponsesanswersfieldsinsights

name: raw.typeform_forms
type: ingestr

parameters:
  source_connection: typeform
  source_table: 'forms'
  destination: bigquery

Step 3

Add quality checks

Add column-level and custom SQL checks to your Typeform data. If a check fails, the pipeline stops, bad data never reaches downstream models or dashboards.

Catch duplicate survey responses

Validate submission timestamps are recent

Ensure response IDs are unique across syncs

columns:
  - name: response_id
    checks:
      - name: not_null
      - name: unique
  - name: submitted_at
    checks:
      - name: not_null

custom_checks:
  - name: responses are recent
    query: |
      SELECT MAX(submitted_at) >
        TIMESTAMP_SUB(CURRENT_TIMESTAMP(), INTERVAL 7 DAY)
      FROM raw.typeform_forms

Step 4

Run it

One command. Bruin connects to Typeform, pulls data incrementally, runs your quality checks, and lands clean data in your warehouse. If a check fails, the pipeline stops, bad data never reaches downstream.

Backfill historical data with --start-date

Schedule with cron or trigger from CI/CD

Full lineage from Typeform to your dashboards

$ bruin run .

Running pipeline...

  typeform_forms
    ✓ Fetched 2,847 new records
    ✓ Quality: campaign_id not_null     PASSED
    ✓ Quality: spend not_null           PASSED
    ✓ Quality: no negative ad spend     PASSED
    ✓ Loaded into bigquery

  Completed in 12s

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Ready to connect Typeform?

Start for free, or book a demo to see how Bruin handles ingestion, quality, lineage, and scheduling for your entire data stack.

Book a demo Read the docs