Mode Integration: Analytics Workspace Connector
Connect Mode and let AI agents query marketing dashboards, compare channel performance, and analyze customer journeys across 500+ platforms.
Key Takeaways Automate marketing data connections to Mode
Improvado extracts marketing data from 500+ platforms and loads it into your Mode-connected data warehouse automatically. The platform handles API authentication and manages extraction schedules, ensuring your Mode reports always reflect current marketing performance. Data refreshes every hour without manual intervention, eliminating the need for custom scripts or manual CSV uploads. Mode analysts can focus on building insights rather than managing data pipelines.
Unified marketing data for Mode analytics
The Marketing Common Data Model (MCDM) standardizes data from different marketing platforms before it reaches Mode. Campaign metrics use consistent field names and formats, enabling seamless cross-platform analysis in Mode SQL queries. This normalization eliminates data preparation work and ensures Mode reports compare metrics accurately across channels. Teams can build comprehensive Mode dashboards without worrying about data inconsistencies between platforms.
Data objects and fields Improvado extracts from Mode
| Object | Fields |
|---|---|
| Report | report_id report_name query_runs last_run_at created_at |
| Query | query_id query_name query_text runtime rows_returned |
| Chart | chart_id chart_name chart_type report_id position |
| Dataset | dataset_id dataset_name row_count column_count last_updated |
| Space | space_id space_name report_count member_count created_at |
From connection to autonomous action in three steps
Connect
Connect your Mode workspace using OAuth authentication. The agent accesses your reports, queries, and workspace metadata with read and write permissions based on your Mode user role.
Ask
Ask questions like 'Which reports are most frequently viewed by the executive team?' or 'Show me all queries hitting the customer_transactions table and their performance metrics.'
Act
The agent optimizes SQL queries by refactoring joins and filters, schedules report runs based on data freshness requirements, creates alerts for query performance degradation, and duplicates high-performing reports for new use cases.
What teams ask their AI agent about Mode
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Build Mode dashboards comparing performance across Google, Facebook, and LinkedIn campaigns
Your AI agent analyzes Mode data and delivers actionable insights — automatically, in seconds.
Create automated Mode reports for weekly marketing performance reviews with all channels
Your AI agent analyzes Mode data and delivers actionable insights — automatically, in seconds.
Develop Mode notebooks analyzing customer journey across multiple marketing touchpoints
Your AI agent analyzes Mode data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Mode — it writes SQL and builds reports
Read
The agent reads report metadata, query definitions, run history, execution times, workspace usage patterns, scheduled report configurations, and data source connections across your Mode organization.
Write
It writes optimized SQL queries, creates new reports and dashboards, configures scheduled runs, sets up performance alerts, manages report sharing permissions, and duplicates existing analyses for modified use cases.
Monitor
It monitors query execution times against performance thresholds, tracks dashboard usage patterns to identify underutilized reports, watches for failed scheduled runs, detects queries scanning large tables without indexes, and alerts on workspace storage limits.
The AI agent queries Google, Facebook, and LinkedIn campaign data in your Mode-connected warehouse. It writes SQL to compare performance metrics, calculate attribution across touchpoints, and identify optimization opportunities. The agent monitors weekly trends in your Mode dashboards and generates automated reports explaining performance changes across all marketing channels.
| Dashboard | Queries Run | Avg Runtime |
|---|---|---|
| Customer Cohort Analysis | 2,847 | 8.3s |
| Revenue Attribution | 2,103 | 47.2s |
| Product Analytics | 1,891 | 11.6s |
| Supply Chain Metrics | 1,654 | 6.9s |
| Warehouse Inventory | 1,432 | 14.1s |
Send Mode data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
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 Mode 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
How does Improvado work with Mode's data warehouse connections?
Can I use Improvado data in Mode SQL queries?
What marketing platforms can I analyze in Mode through Improvado?
How often does marketing data update for Mode reports?
Can I create Mode alerts based on Improvado marketing data?
Does Improvado affect Mode's performance or query speed?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Mode today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.