Metabase Data Integration — Open Source BI Enhanced
Metabase demonstrates to you a list of connected databases and offers automatic explorations of data. After asking questions about the data, you can group the received results (charts) into an unlimited number of dashboards. The Notebook editor will help you to create detailed questions.
Top performer: Brand campaigns at 8.1x ROAS.
Connect marketing data to Metabase
Improvado extracts data from 500+ marketing platforms and loads it into databases that Metabase can query, including PostgreSQL, MySQL, and cloud data warehouses. The platform handles all API connections, data extraction, and database schema management without requiring database administration skills. Marketing teams can connect Google Ads, Facebook, Salesforce, and other platforms to create comprehensive Metabase dashboards. Automated data pipelines ensure your Metabase questions and dashboards reflect the latest marketing performance.
From connection to autonomous action in three steps
Connect
Authenticate Metabase via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Metabase performance in natural language. Trends, anomalies, cross-channel comparisons — one conversation.
Act
The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.
Exploring All Your Marketing Data in Metabase
- After some time, Metabase will also provide customized questions for you. It's also possible to organize dashboards in collections, use them with widgets to filter data in different questions, and set customized destinations after a click. The X-ray function will make automatic data explorations and comparisons. It's possible to save the X-rays you find helpful or disable them altogether.
- Metabase can optimize the performance of a team working together, as anyone, regardless of technical background, can ask questions and get simple, understandable results. The possibility of easily sharing dashboards through multiple means will help to implement the analytics results quickly. Regularly scheduled reports (pulses) will keep everyone up to date.
- Automatically update Metabase dashboards.
- Sync hard-to-extract data sources, like Snapchat, LinkedIn, and Sizmek and so on.
- Custom integrations? No problem.
- Extract data via API, FTP, S3, CSV Uploads, Google Spreadsheets or email.
- Dedicated Customer Success Manager included.
Structured data for Metabase analytics
Improvado's Marketing Common Data Model creates consistent database schemas that Metabase can easily query and visualize. The platform transforms raw API data into clean, normalized tables with proper relationships and data types. Marketing teams can build cross-platform analysis in Metabase without complex SQL joins or data modeling. Standardized metrics enable direct comparison of performance across different advertising platforms and marketing channels.
What teams ask their AI agent about Metabase
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Build marketing attribution dashboards in Metabase with clean, queryable data tables
Your AI agent analyzes Metabase data and delivers actionable insights — automatically, in seconds.
Create automated marketing reports with cross-platform metrics and KPIs
Your AI agent analyzes Metabase data and delivers actionable insights — automatically, in seconds.
Enable self-service analytics for marketing teams with normalized data models
Your AI agent analyzes Metabase data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Metabase — it acts on it
Read
Pull metrics, dimensions, and trends from Metabase — across every account and campaign. Your AI handles the query.
Write
Launch campaigns, pause underperformers, adjust settings. Every action logged and governed.
Monitor
Anomaly alerts, budget pacing watches, weekly auto-reports. Problems caught before they burn budget.
Query, write, and monitor Metabase through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed.
| Campaign | Spend | ROAS |
|---|---|---|
| Brand — Exact | $4,200 | 8.1x |
| Non-Brand | $12,800 | 4.7x |
| Retargeting — 30d | $3,100 | 4.2x |
| Competitor | $8,400 | 3.1x |
| DSA — Blog | $2,600 | 2.8x |
Send Metabase data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Metabase as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
Put an AI agent on your Metabase today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.