NO-CODE ETL
Google BigQuery

Marketing Data Connectors for Google BigQuery. 100% no-code.

The AI-native marketing ETL built for marketers, not engineers.

20+ marketing data sources Prompt queries and custom fields in natural language

Auto-blend cross-channel data without SQL joins

How It Works

Export marketing data to BigQuery—or anywhere

Select Destinations

Under one subscription, send data from any marketing source to BigQuery, Looker Studio, Google Sheets, Slack, or Zapier (5000+ apps). Build dashboards, reports, alerts, notifications, and AI workflows.

Connect all your marketing sources

[IMAGE: Connect Multiple Data Sources]

Select from 22+ data sources: Meta Ads, Google Ads, LinkedIn Ads, TikTok Ads, GA4, HubSpot, Shopify, and more. Porter maps UTMs, campaign names, and performance metrics across channels automatically. No SQL joins.

Consolidate multiple accounts per source

[IMAGE: Select Multiple Accounts]

Connect multiple profiles, select accounts under each. Consolidate dozens of accounts across brands, regions, or clients into one BigQuery table. Built for agencies and enterprise teams at scale.

Manage your data sources

[IMAGE: Manage Data Sources]

Name, duplicate, delete connections, accounts, queries, and custom fields. Manage multiple clients, brands, campaigns, or regions from one interface.

Three ways to connect to BigQuery

[IMAGE: Select Your BigQuery Dataset and Manage Your BigQuery Connection]
  • Google login: Sign in with Google and Porter auto-lists your BigQuery Project IDs. Select project, dataset location (US, EU, US-Central), name your dataset and table.

  • Service account (JSON): Upload your credentials. No Workspace admin approval needed.

  • New to BigQuery? Set up your first project automatically—no Google Cloud console, no billing, no technical setup. Create your report in Looker Studio directly.

Build your query with AI in natural language

[IMAGE: Custom Fields Builder with Natural Language]

The AI-native query builder. Describe what you need. No SQL, no complex forms.

  • Cross-channel fields: Select metrics and dimensions from any data source. No data mapping or joins needed.

  • Custom fields: Use AI prompts to create custom metrics (e.g., blended ROAS, cost per lead, LTV:CAC) and dimensions (e.g., brand, region, creative hook). Segment data using naming conventions from campaigns, ad sets, or ads.

  • Filters: Include or exclude by any field. Combine with AND/OR logic.

  • Date ranges: Dynamic (Month-to-date, Last quarter) or fixed (custom start and end).

  • Schedule: Prompt refreshes like “Every day at 5am except weekends.” Schedule by hour, day, week, weekday, or month.

  • Refresh mode: Append (add rows), Update (match and refresh), or Overwrite (replace table).

  • Live preview: Preview your data before syncing to BigQuery. Catch errors before they cost you.

Scale data refreshes in natural language

[IMAGE: Scale data refreshes in natural language]

Refresh hourly, daily, or every few minutes—as fast as each platform’s API allows. If you hit rate limits, Porter automatically switches to BigQuery backups.

Monitor every sync to BigQuery

[IMAGE: Manage Your Connections]

Track all queries in the Query Manager: name, data sources, last run at a glance. Open execution history—timestamp, success or failure. Toggle pipelines on/off anytime. Fix issues before they reach your reports, team, or clients.

Connect BigQuery to any BI tool

Connect to Looker Studio for instant dashboards. Or plug into Power BI, Tableau, any BI tool. Unlock multi-touch attribution with raw GA4 data.

Why Marketers Choose Porter

Area

Other marketing ETL tools

Porter Metrics

Integrations

300+ general-purpose connectors

22 marketing-focused: Ads, CRM, Social, GA4, Commerce

Setup

Separate screens for queries, tables, joins, schemas, transfers

One flow: connect → prompt → preview → publish

Data model

Export raw datasets. Transform in BigQuery after.

Export finished queries. Connect table to report. Done.

No-code

No-code transfer, but SQL required in BigQuery to transform, join, or filter

No-code from source to report. Zero SQL, zero BigQuery management.

Custom fields

Formula builders, functions, lookups, conditions

Prompt any metric or dimension in natural language

Data blending

SQL joins or manual data mapping configuration

Auto-mapped by UTM, campaign name, date

Scheduling

Fixed intervals. Faster rates on higher tiers.

Natural language. Any frequency, any plan.

BigQuery auth

Google login or service account. Manual setup.

Google login, service account, or auto-create project

Refresh frequency

Hourly or daily depending on tier

Minutes. Real-time or storage.

Best for

Teams with data engineers or ETL infrastructure

Marketing teams without engineering support

Use Cases

Fast, stable reports

Direct connectors take 8+ seconds to load, time out, and break. BigQuery loads in 2 seconds, every time. Present to clients and executives with confidence. No broken connections mid-meeting.

Self-service data pipeline

Connect ad platforms to BigQuery without IT tickets. No SQL, no engineering support, no waiting on the data team.

Cross-channel blending

Meta Ads, Google Ads, GA4, CRM, and sales data in the same warehouse. Join ad spend with revenue by date, campaign, product. Measure real marketing profit, not just ROAS.

Multi-client management

Consolidate hundreds of client accounts into one queryable dataset. Scale from 10 clients to 100 without changing your stack.

Multi-touch attribution

Join ad platform tables with raw GA4 event data inside BigQuery. Trace the full user path from ad click to conversion.

Source of truth

Define what “conversion” means for your company. Compare Meta conversions vs. GA4 vs. HubSpot. Pick one source for CAC, ROAS, and CPA calculations. End the “which number is right” debate.

Any BI tool

Send data from BigQuery to Looker Studio, Power BI, Tableau, or any BI tool. Feed data into AI workflows. One warehouse, every destination.

Destinations

From BigQuery, connect to any BI tool or workflow.

Looker Studio — Instant dashboards. 2-second load times.

Google Sheets — Query BigQuery from Sheets for ad-hoc analysis.

Power BI / Tableau — Enterprise BI tools connect directly to BigQuery.

Slack — Automated alerts and notifications.

Zapier — Connect to 5,000+ apps.

HTTP Request — Push data to any endpoint.

Testimonials

[SENJA EMBED]


Why Marketers Move to BigQuery

Data ownership

Other departments already use BigQuery. Company policy, data governance, single source of truth—now marketing needs to centralize too.

Slow, unstable Looker Studio reports

Direct connectors take 10+ seconds to load. Or don’t load at all. Broken charts in client calls. Broken dashboards in board presentations. BigQuery loads in 2 seconds.

Data blending

Combine all your marketing sources with CRM, ERP, GA4, sales. Measure real profit, not just ROAS. One warehouse, all your sources.

Too many data sources

Multiple clients, channels, brands—each a separate connection. Reports break at scale. Centralize in BigQuery. One table, one connection, one report.

FAQs

How does the free trial work? +

Full proof of concept. Includes tool access, support, and migration assistance. No day limit—ends when you validate Porter meets your needs.

Do you help migrate from another tool? +

Yes. 100% assisted migration by our implementation team. Typical timeline: same week.

How fresh is the data? +

Automatic refresh every 12 hours by default. Configurable to hours or minutes depending on each platform’s API limits.

Are there limits on rows, queries, or accounts? +

Porter has no limits. Limits depend on BigQuery and each source platform.

How much does BigQuery cost? +

Most clients operate within Google’s free tier. High-volume clients: $20-$30/month. See Google BigQuery pricing for details.

Can I use my own BigQuery or does Porter manage it? +

Both. Use your own project or Porter manages one for you. Your data is always yours.

What support is included? +

Direct Slack access to support team, developers, and founders. Chat, scheduled video calls, email. Response in minutes or hours (Americas timezone).

Can I cancel anytime? +

Yes. Monthly or annual billing. Cancel anytime, effective immediately.

Security

Google-only login (OAuth 2.0). No passwords to create or store.

Your existing Google security applies: 2FA, suspicious login detection, session management.

Data flows directly to your BigQuery. Porter doesn’t store your marketing data.

One identity for BigQuery, Looker Studio, Sheets, and Porter.

Marketing Data + BigQuery + AI

Book a demo — We’ll set up your first sync, free

14-day free trial — No credit card required