Improvado
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MoEngage Data Integration | Customer Engagement Analytics

M

Connect MoEngage in 5 minutes. Your AI agent queries user segments, campaign interactions, and behavioral cohorts across push, email, SMS, WhatsApp, and in-app channels — then correlates engagement data with cross-channel insights from 1,000+ sources.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool
A
Improvado Agent
Connected to MoEngage
Which user segments moved to churn risk this week?
Churn Risk Movers: 1,847 users — 62% had cart abandonment events, 38% no email opens in 14 days. Top previous segment: Loyal (1,203 users).
Trigger a WhatsApp retention flow for the cart abandoners?
Done — WhatsApp flow activated for 1,145 users. Estimated delivery: 2.3 minutes. Tracking events synced to BigQuery.
Trusted by data-driven teams
1,000+
Integrations
200+
MoEngage Fields
99.9%
SLA Uptime
<5 min
Setup
SOC 2
Type II
Improvado
Key Takeaways

What your AI agent extracts from MoEngage

Improvado pulls Users (with RFM values: Recency, Frequency, Monetary, plus behavior, interests, preferences, affinity), Events (app installs/uninstalls, cart abandonment, purchase history, campaign clicks, opens, conversions), Segments (churn risk, champions, loyal, price-sensitive, needs attention, cohort predictions), and Campaigns (interaction data, A/B test results). Your agent surfaces real-time engagement streams, audience syncs, and omnichannel journey performance tied to LTV and ROI.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the MoEngage API
15-minute refresh cycles Near real-time sync with 99.9% SLA uptime. No stale dashboards.
Cross-channel normalization Marketing CDM unifies your data with 1,000+ sources into one schema. No manual mapping.
Any warehouse or BI tool Snowflake, BigQuery, Redshift, Databricks, Power BI, Tableau, Looker Studio
AI Agent access via MCP Query, write, and monitor MoEngage through Claude, ChatGPT, Cursor, or any MCP client
Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.
OAuth setup in under 5 minutes No API keys, no code, no developer setup. Schema changes handled automatically.
Zero ongoing maintenance Pagination, rate limits, API versioning — all managed. Your team focuses on analysis.
Integration Details

Comprehensive Customer Engagement Data

Improvado pulls Users with RFM values (Recency, Frequency, Monetary), behavior, interests, and affinity scores from MoEngage. We capture Events including app installs, cart abandonment, purchase history, and campaign interactions. Segments with churn risk, champion, loyal, and cohort predictions are extracted alongside Campaigns with A/B test results and omnichannel journey performance.

MoEngage API · Real-time streams · Bi-directional sync · 15-min incremental
Schema Overview

Data objects and fields Improvado extracts from MoEngage

Object Fields
Users
user_id recency frequency monetary behavior interests preferences affinity
Events
event_id event_type timestamp user_id campaign_id channel attributes conversion_flag
Segments
segment_id segment_name user_count cohort_prediction last_updated rfm_category
Campaigns
campaign_id campaign_name channel interactions clicks opens conversions ab_test_variant
How it works

From connection to autonomous action in three steps

1

Connect

Connect: Improvado authenticates to MoEngage via API endpoints and MoEngage Streams, backfilling user attributes, event logs, segments, and campaign interactions. Initial sync completes in 15–30 minutes.
2

Ask

Query: Ask your agent Which users moved from loyal to churn risk and had cart abandonment events? It surfaces RFM cohort transitions, event attributes, campaign interactions, and real-time engagement streams across push, email, SMS, WhatsApp, and in-app channels.
3

Act

Act: Your agent bi-directionally syncs audience segments (e.g., export churn cohorts to BigQuery, import high-LTV users back), updates user attributes (RFM values, preferences), triggers omnichannel flows, and routes event streams to data warehouses — all logged in the audit trail.
Use Cases

What teams ask their AI agent about MoEngage

Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.

See how teams use Improvado →
A
Improvado Agent Analysis

Which user segments moved from 'loyal' to 'churn risk' in the last 7 days and what was their last campaign interaction?

Your AI agent analyzes MoEngage data and delivers actionable insights — automatically, in seconds.

6 hrs → 20 min
A
Improvado Agent Cross-channel

Compare push notification open rates vs. email open rates for our reactivation campaigns across all channels this month.

Your AI agent analyzes MoEngage data and delivers actionable insights — automatically, in seconds.

Manual → auto
A
Improvado Agent Reporting

Sync the 'high churn risk' segment from BigQuery to MoEngage and trigger a WhatsApp retention flow for users with cart abandonment events.

Your AI agent analyzes MoEngage data and delivers actionable insights — automatically, in seconds.

8 hrs → 30 min
AI Agent Access

Your agent doesn't just read MoEngage — it orchestrates it.

Read

Read: Users (RFM: Recency, Frequency, Monetary, behavior, interests, preferences, affinity), Events (app installs/uninstalls, cart abandonment, purchase history, campaign clicks/opens/conversions), Segments (churn risk, champions, loyal, price-sensitive, needs attention, cohort predictions), Campaigns (interaction data, A/B test results). Real-time streams for engagement data and audience syncs linking to LTV and ROI.

Write

Write: Bi-directionally sync audience segments (import from BigQuery, export to data warehouses), update user attributes (RFM values, preferences, behavior tags), trigger omnichannel flows (onboarding, retention, reactivation journeys across 7+ channels), route event streams to partner platforms (SFMC, S3, BigQuery), and create/modify segment definitions.

Monitor

Monitor: Real-time cohort movement (e.g., loyal to churn risk transitions), campaign interaction anomalies (sudden drops in open rates or conversions), event stream latency, audience sync failures, and cross-channel journey performance tied to LTV and ROI metrics.

Claude, ChatGPT, and Cursor can bi-directionally sync audience segments (e.g., export churn cohorts to BigQuery, import high-LTV users back to MoEngage), trigger omnichannel flows, and update user attributes in real-time. Write-backs include segment creation, campaign interaction updates, and event stream routing to data warehouses. Every action is logged in Improvado's audit trail with timestamp, agent ID, and rollback options.

Claude ChatGPT Cursor Gemini Any MCP Client
Explore MCP →
Improvado Agent · MoEngage
You
Which user segments moved from 'loyal' to 'churn risk' in the last 7 days and what was their last campaign interaction
A
Segment Migration Analysis
User Segment Users Moved Last Interaction
Loyal → Churn Risk 1,247 users Email opened 14d ago
Champions → Needs Attention 892 users Push ignored 9d ago
Frequent → At Risk 634 users SMS clicked 11d ago
Loyal → Price Sensitive 521 users WhatsApp read 7d ago
Champions → Loyal 418 users In-app conv 5d ago
3,712 users migrated · 1,247 now churn risk · avg 9.2 days since interaction
You
Sync the 'high churn risk' segment from BigQuery to MoEngage and trigger a WhatsApp retention flow for users with cart abandonment events
A
Retention flow activated
Syncing 1,247 churn-risk users · WhatsApp sequence triggered for cart abandoners
Destinations

Send MoEngage data anywhere

Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.

Snowflake → BigQuery → Redshift → Databricks → Power BI → Tableau → Looker Studio → Google Sheets → Domo → Excel → Qlik → Amazon S3 → Metabase → Grafana → PostgreSQL → Azure SQL →
SOC 2 Type II
Certified Security
HIPAA
Health Data Privacy
GDPR
EU Data Protection
CCPA
CA Privacy Standard
Compare

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 MoEngage 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.

FAQ

Frequently asked questions

How does Improvado connect to MoEngage?
Improvado establishes a real-time connection to MoEngage via API endpoints for Users, Events, Segments, and Campaigns, plus MoEngage Streams for bi-directional data flows. Authentication details are platform-specific and configured during setup. The connector backfills historical user attributes, event logs, and campaign interactions, typically completing initial sync within 15–30 minutes depending on data volume.
What MoEngage data does Improvado pull?
Improvado extracts Users (RFM values, behavior, interests, preferences, affinity), Events (app installs/uninstalls, cart abandonment, purchase history, campaign clicks/opens/conversions), Segments (churn risk, champions, loyal, price-sensitive, needs attention, cohort predictions), and Campaigns (interaction data, A/B test results). Key fields include user properties, event attributes, real-time engagement streams, audience syncs, and metrics linking campaigns to LTV and ROI. Data refreshes in real-time for most objects, with periodic S3 exports available for warehouse automation.
How often does MoEngage data refresh?
MoEngage data syncs in real-time for user attributes, campaign interactions, and audience segments via bi-directional streams (e.g., SFMC, BigQuery integrations). Event data and cohort movements update continuously, with optional periodic dumps to S3 for custom warehouse workflows. Improvado's SLA guarantees sub-15-minute latency for most objects, and you can trigger manual syncs on demand via the dashboard or AI agent commands.
Can the AI agent write data back to MoEngage?
Yes. Your AI agent can bi-directionally sync audience segments (e.g., import high-churn cohorts from BigQuery, export campaign interactions to data warehouses), update user attributes (RFM values, preferences, behavior tags), trigger omnichannel flows (onboarding, retention, reactivation journeys), and route event streams to partner platforms. Every write-back is logged in Improvado's audit trail with timestamp, agent identity, affected records, and rollback capability. Role-based access controls let you govern which agents can modify segments or trigger campaigns.
Is MoEngage data secure with Improvado?
Yes. Improvado is SOC 2 Type II certified, HIPAA-compliant, and GDPR-ready. All MoEngage data — user attributes, event logs, segment definitions, and campaign interactions — is encrypted in transit (TLS 1.2+) and at rest (AES-256). API credentials are stored in a secure vault with role-based access controls and automatic rotation. Improvado never stores raw user PII longer than necessary for transformation, and you can configure data residency and retention policies per workspace.
How does MoEngage connect with other platforms in Improvado?
Improvado maps MoEngage Users, Events, Segments, and Campaigns to a Common Data Model shared across 1,000+ sources. Your AI agent can join MoEngage churn segments with CRM deal stages, correlate push notification clicks with Google Ads conversions, or compare email open rates in MoEngage vs. Salesforce Marketing Cloud — all in a single query. Cross-platform analysis includes RFM cohort movement vs. ad spend, omnichannel journey ROI, and user lifetime value attribution across paid, owned, and earned channels.
Customer stories
See all customer stories →
“Improvado saves about 90 hours per week and allows us to focus on data analysis rather than routine data aggregation, normalization, and formatting.”
Jeff LeeHead of Social, Media Buy, Influencer & Marketing Data, ASUS
Read story →
“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.”
Marc CerniglioInsights & Automation Manager, Chacka Marketing
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