illumin Data Integration — Journey Analytics Decoded
Connect illumin and let AI agents query journey-based advertising data, campaign performance, and customer path analytics alongside 1,000+ marketing sources.
Key Takeaways Connect illumin to your data stack
Improvado connects directly to illumin APIs to extract journey-based advertising data, campaign performance metrics, and customer path analytics automatically. The platform handles illumin's authentication requirements and maintains stable connections for continuous data flow. Data extraction occurs on your specified schedule, pulling campaign results, audience insights, and conversion tracking from illumin into your data warehouse. No manual exports or custom API development is required once the integration is configured.
Unified journey-based advertising data
Improvado transforms illumin data through the Marketing Common Data Model, standardizing journey-based metrics alongside other advertising platforms in your marketing stack. This normalization enables comparison between illumin's customer journey campaigns and traditional channel performance. The MCDM ensures consistent field naming for impressions, clicks, conversions, and customer path data across all platforms. Cross-channel attribution becomes possible when illumin data integrates seamlessly with your other marketing channels.
Data objects and fields Improvado extracts from illumin
| Object | Fields |
|---|---|
| Campaign | spend impressions clicks conversions cpa status daily_budget campaign_type |
| Ad Group | bid_strategy targeting_type status audience_segments |
| Creative | ad_format ctr impressions spend engagement_rate |
| Journey | journey_stage touchpoints conversion_path attribution_weight |
From connection to autonomous action in three steps
Connect
Connect your illumin account via OAuth. The agent accesses your journey campaigns, audience segments, creative assets, and performance data across all DSP inventory sources.
Ask
Ask questions like 'which journey stage has the lowest cost per acquisition' or 'show me video completion rates by audience segment for the outdoor gear launch campaign.'
Act
The agent adjusts tactic budgets, pauses underperforming placements, shifts spend between journey stages, updates frequency caps, modifies audience targeting, and activates new creative variants based on performance thresholds you define.
What teams ask their AI agent about illumin
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare illumin journey performance against traditional advertising channels
Your AI agent analyzes illumin data and delivers actionable insights — automatically, in seconds.
Optimize illumin customer journeys using cross-channel conversion data
Your AI agent analyzes illumin data and delivers actionable insights — automatically, in seconds.
Create executive dashboards combining illumin metrics with other marketing platforms
Your AI agent analyzes illumin data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read illumin — it maps complete customer journeys.
Read
The agent reads campaign structures, journey stage configurations, tactic performance (impressions, clicks, conversions, spend), audience segment data, creative performance, frequency metrics, inventory sources, and attribution data across your customer journey.
Write
The agent modifies tactic budgets, activates or pauses tactics and placements, adjusts bid strategies, updates frequency caps, changes audience targeting parameters, swaps creative assets, and reallocates spend between journey stages.
Monitor
The agent monitors ROAS by journey stage, cost-per-acquisition trends, frequency saturation points, audience segment performance shifts, creative fatigue indicators, and budget pacing against flight dates to trigger optimization actions.
The AI agent queries journey stage performance, campaign touchpoints, and path analytics from illumin. It connects illumin journey data with traditional channel metrics to show true multi-touch attribution. Ask it to identify which journey stages drive conversions or compare illumin path efficiency against linear advertising approaches.
| Journey Stage | Spend | ROAS |
|---|---|---|
| Awareness - Display | $42,300 | 2.1x |
| Consideration - Video | $38,900 | 3.8x |
| Consideration - Native | $29,400 | 4.2x |
| Conversion - Retargeting | $51,200 | 6.7x |
| Conversion - Lookalike | $33,800 | 5.9x |
Send illumin 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 illumin 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
What illumin data can Improvado extract?
How frequently does illumin data sync to my warehouse?
Is technical setup required for illumin integration?
Can illumin data be combined with other advertising platforms?
Which data warehouses support illumin integration?
How does Improvado ensure illumin data accuracy?
"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 illumin today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.