RD Station + Improvado: Marketing Automation Decoded
Capture lead scores, email campaign results, and funnel progression from RD Station Marketing. Connect Brazilian marketing data with global analytics in Snowflake or BigQuery.
Top performer: Brand campaigns at 8.1x ROAS.
Connect RD Station Marketing to your warehouse
Improvado connects to RD Station Marketing's API to extract email campaign performance, lead scoring data, conversion funnel metrics, and automation workflow results. The platform automatically syncs data according to your schedule, eliminating manual report exports and spreadsheet updates. Your RD Station data flows directly into BigQuery, Snowflake, or visualization tools without technical configuration required. Real-time data updates ensure your marketing dashboards always reflect the latest campaign performance and lead engagement metrics.
From connection to autonomous action in three steps
Connect
Authenticate RD Station Marketing via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries RD Station Marketing 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.
Extract All Your Marketing Data from RD Station Marketing
RD Station Marketing - a marketing automation platform.
This Improvado integration is available by request only. Unlike our typical API integrations which can be set up by anyone in just a few clicks, this one will need a bit of work on our side (and maybe even on yours). Sometimes we need to play together to achieve the best results for everyone.
Unified marketing data across all platforms
Improvado normalizes RD Station Marketing data using the Marketing Common Data Model (MCDM), standardizing lead scores, campaign metrics, and conversion rates. This normalization allows you to combine marketing automation data with CRM systems, advertising platforms, and analytics tools. You can analyze how email nurturing sequences impact sales pipeline or correlate lead scoring with revenue outcomes. The unified dataset enables comprehensive marketing attribution and ROI analysis across all channels and touchpoints.
What teams ask their AI agent about RD Station Marketing
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Combine RD Station lead data with Salesforce to track full funnel conversion rates
Your AI agent analyzes RD Station Marketing data and delivers actionable insights — automatically, in seconds.
Analyze email automation performance against paid campaigns for budget allocation
Your AI agent analyzes RD Station Marketing data and delivers actionable insights — automatically, in seconds.
Create executive dashboards showing marketing qualified leads impact on revenue
Your AI agent analyzes RD Station Marketing data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read RD Station Marketing — it acts on it
Read
Pull metrics, dimensions, and trends from RD Station Marketing — 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 RD Station Marketing 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 RD Station Marketing 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 RD Station Marketing 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 RD Station Marketing today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.