Heap Integration: Behavioral Data Without Code
Connect Heap and let AI agents query user events, conversion funnels, and behavioral metrics alongside ad platform performance data.
Key Takeaways Connect Heap analytics integration automatically
Improvado connects to Heap through secure API authentication to extract your digital analytics data automatically. The platform pulls user events, conversion funnels, cohort analysis, and behavioral metrics without manual CSV downloads. Data refreshes run on your preferred schedule with configurable intervals from hourly to daily. Your Heap behavioral data flows directly to your data warehouse or BI tool without technical configuration.
Unified behavioral data across marketing channels
Improvado normalizes Heap analytics data using the Marketing Common Data Model (MCDM) for consistent reporting across all platforms. User behavior metrics align with your advertising spend data from Google Ads, Facebook, and other channels using standardized field names. Cross-platform attribution becomes actionable when behavioral data shares the same structure as your acquisition campaigns. Build marketing dashboards that connect ad spend to actual user actions and conversion paths.
Data objects and fields Improvado extracts from Heap
| Object | Fields |
|---|---|
| Sessions | session_id user_id landing_page referrer duration pageviews |
| Events | event_id event_type time user_id session_id properties library platform |
| Users | user_id identity joindate last_modified custom_properties |
| Pageviews | session_id user_id url title time referrer path |
| Funnels | funnel_id step event_name user_count conversion_rate drop_off |
From connection to autonomous action in three steps
Connect
Connect your Heap account with OAuth in seconds. Your campaign data, spend, conversions, and ROAS are automatically normalized alongside 1000+ other sources for unified analysis and action.
Ask
Ask the agent anything: "Which campaigns have ROAS below 2x?" or "Show me CTR trends by ad group." It surfaces impressions, clicks, conversions, spend, and custom events instantly.
Act
The agent pauses underperforming campaigns, adjusts daily budgets, updates bid strategies, and modifies targeting rules directly in Heap. Every write operation is logged with full audit trails and governance controls.
What teams ask their AI agent about Heap
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track user journeys from paid ads through conversion using combined Heap and ad platform data.
Your AI agent analyzes Heap data and delivers actionable insights — automatically, in seconds.
Optimize ad targeting by analyzing which campaigns drive highest-value user behaviors.
Your AI agent analyzes Heap data and delivers actionable insights — automatically, in seconds.
Create executive dashboards showing marketing ROI based on actual user engagement data.
Your AI agent analyzes Heap data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Heap — it traces ad clicks to actual user behavior
Read
Pull campaign performance, spend by channel, ROAS, impressions, clicks, conversions, CTR, CPC, event properties, and user segments from Heap with full historical access and real-time data sync.
Write
Pause or activate campaigns, adjust daily budgets, update bid amounts, modify targeting parameters, create new ad groups, and change campaign settings directly through natural language commands.
Monitor
Set alerts for ROAS drops below threshold, spend exceeding budget caps, conversion rate anomalies, CTR declines, and campaign pacing issues with automatic Slack or email notifications when triggered.
AI agents query user events, conversion funnels, cohort analysis, and behavioral metrics from Heap analytics. They trace paid ad clicks through to actual on-site engagement to identify which campaigns drive valuable actions versus bounces. Agents correlate user behavior patterns with ad targeting to optimize campaigns for high-engagement audiences.
| Campaign | Conv. Rate | Spend |
|---|---|---|
| Retargeting - Cart | 8.7% | $4,280 |
| Brand Search | 6.3% | $9,140 |
| Product Feed | 4.9% | $12,650 |
| Lookalike Audience | 3.2% | $7,920 |
| Cold Prospecting | 1.8% | $5,830 |
Send Heap 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 Heap 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 Heap data can Improvado extract?
How frequently does Heap data sync to my warehouse?
Can I connect Heap data with my advertising platforms?
Does Heap integration require developer resources?
Which destinations support Heap data from Improvado?
How much historical Heap 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 Heap today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.