Qubit Integration for Personalization Analytics
Connect Qubit and let AI agents query A/B test results, personalization lift, and experience analytics alongside traffic data from 1,000+ sources.
Key Takeaways Qubit personalization data integration
Improvado integrates with Qubit's APIs to extract A/B test results, personalization campaign performance, and customer experience analytics. The connection automatically pulls experiment data, conversion metrics, and audience insights on your chosen schedule. No manual report exports or complex data transformations needed. Historical test results and ongoing experiment tracking flow seamlessly to your data warehouse.
Unified experimentation and marketing data
Our Marketing Common Data Model normalizes Qubit experiment data with your advertising platforms, analytics tools, and customer data. A/B test results align with marketing campaign performance using standardized metrics and dimensions. This unified view reveals how personalization impacts your entire marketing funnel. Measure experiment lift alongside paid media performance and email campaign results.
Data objects and fields Improvado extracts from Qubit
| Object | Fields |
|---|---|
| Events | event_type context_id user_id timestamp meta |
| Experiences | experience_id variation_id goal_id conversion_rate confidence |
| Segments | segment_id segment_name user_count conditions created_at |
| Goals | goal_id goal_name value currency attribution_window |
| Visitors | visitor_id session_count lifetime_value first_seen last_seen |
From connection to autonomous action in three steps
Connect
Connect your Qubit account via API credentials. The agent accesses your experience data, segment definitions, visitor metrics, and campaign performance across all active personalization and A/B tests.
Ask
Ask questions like 'Which segments have the highest conversion uplift this month?' or 'Show me experiences with declining engagement rates' or 'What's the revenue impact of our homepage personalization?'
Act
The agent pauses underperforming experiences, adjusts traffic allocation between variants, creates new audience segments based on behavior patterns, and updates targeting rules to optimize conversion and revenue outcomes.
What teams ask their AI agent about Qubit
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Analyze personalization impact across marketing channels and customer segments
Your AI agent analyzes Qubit data and delivers actionable insights — automatically, in seconds.
Track A/B test performance by traffic source to optimize acquisition campaigns
Your AI agent analyzes Qubit data and delivers actionable insights — automatically, in seconds.
Build executive dashboards showing experimentation ROI and customer experience KPIs
Your AI agent analyzes Qubit data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Qubit — it connects experiments to acquisition
Read
The agent reads personalization experience performance, A/B test results, segment definitions, visitor behavior data, conversion metrics, revenue attribution, traffic allocation, engagement rates, and uplift statistics across all campaigns and experiences.
Write
The agent pauses or activates experiences, adjusts traffic splits between variants, modifies audience targeting rules, creates new behavioral segments, updates experience priority, and reallocates visitor traffic to optimize performance.
Monitor
The agent monitors conversion rate changes, revenue attribution shifts, engagement drops, traffic anomalies, segment performance degradation, experience conflicts, and statistical significance thresholds to trigger optimization actions.
AI agents query A/B test results, personalization campaign performance, and conversion lift directly from Qubit. They match experiment outcomes to traffic sources to identify which channels benefit most from personalization. Agents automatically report when tests impact revenue across customer segments.
| Experience Name | Revenue | Uplift |
|---|---|---|
| Homepage Hero Rotation | $312K | +18.2% |
| Category Page Recommendations | $198K | +12.7% |
| Cart Abandonment Nudge | $176K | +9.4% |
| PDP Social Proof Badges | $104K | +6.1% |
| Search Results Personalization | $57K | +3.8% |
Send Qubit 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 Qubit 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 Qubit metrics does Improvado extract?
Can I combine Qubit data with Google Analytics?
How does the integration handle ongoing experiments?
What data warehouses support Qubit integration?
Does this require technical setup in Qubit?
How much historical Qubit data can I import?
"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 Qubit today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.