Automated File Connection

Zoho Campaigns Data Integration | Email & SMS Analytics

Connect Zoho Campaigns exports by email, SFTP or S3. Your AI agent queries contact segments, campaign performance, and workflow triggers — then correlates email engagement with cross-channel insights from 1,400+ data sources.

1,400+ data sources
Any warehouse or BI tool

improvado.io/agent · Zoho Campaigns

Improvado Agent

Connected to Zoho Campaigns

Which email campaigns sent in Q1 had open rates above 30% and what contact segments were targeted?

Newsletter - Product Launch: 34.2% open rate, targeted segment: High-engagement leads with CRM score above 75.

Which workflows reach contacts with bounce rates above 10% in that segment?

3 workflows affecting 1,847 contacts. Recommended: pause them and add a bounce flag to the segment tags.

Trusted by data-driven teams

1,400+

Data sources

200+

Zoho Campaigns Fields

99.9%

SLA Uptime

Pipelines to maintain

SOC 2

Type II

Key Takeaways

What your AI agent extracts from Zoho Campaigns

Improvado pulls contacts with custom fields, email and SMS campaigns, workflow automation steps, and engagement metrics including opens, clicks, bounces, unsubscribes, device types, and geographic data. Your agent surfaces list segments, contact scoring, tags, and campaign activity synced from Zoho CRM for behavior-triggered analysis.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the Zoho Campaigns exports

Refreshed on your schedule Each new export loads automatically. No stale dashboards.

Cross-channel normalization Marketing CDM unifies your data with 1,400+ data 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 and monitor Zoho Campaigns through Claude, ChatGPT, Cursor, or any MCP client

Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.

Automated file delivery Exports arrive by email, SFTP or S3 on your schedule. Columns are mapped automatically.

Zero ongoing maintenance No connector to build or maintain. Your team focuses on analysis.

Integration Details

Full Email and SMS Campaign Metrics

Improvado pulls detailed metrics from Zoho Campaigns including contact lists with custom fields and scoring, email and SMS campaigns with opens, clicks, bounces, and unsubscribes, and workflow automation steps with trigger conditions. We capture engagement data by device type, geographic location, list segments, and campaign activity synced from Zoho CRM for comprehensive behavior analysis.

Zoho Campaigns exports · email, SFTP or S3 · on your schedule

Schema Overview

Data objects and fields Improvado extracts from Zoho Campaigns

Object	Fields
Contacts	email first_name last_name phone custom_fields segment score tags
Campaigns	campaign_name campaign_type send_date subject_line opens clicks bounces unsubscribes
Workflows	workflow_name status trigger_type steps contacts_enrolled last_run
Engagement	contact_id campaign_id event_type timestamp device country city
Lists	list_name subscriber_count active_count created_date last_updated

How it works

From scheduled exports to answers in three steps

Connect

Connect: Schedule Zoho Campaigns exports to Improvado by email, SFTP or S3. Improvado loads contacts, campaigns, workflows, and engagement metrics from each export.

Ask

Query: Ask your agent natural language questions like "Which contact segments have the highest email engagement?" and it surfaces opens, clicks, bounces, device types, and CRM-synced custom fields in seconds.

Report

Report: Your agent flags workflows to pause, reports on contact segments and tags, matches campaign activity to Zoho CRM records, and sends alerts based on cross-platform insights — all logged for audit.

Use Cases

What teams ask their AI agent about Zoho Campaigns

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 →

Improvado Agent Analysis

Which contact segments had open rates above 25% in the last 30 days and what custom fields do they share?

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

4 hrs → 20 min

Improvado Agent Cross-channel

Compare email click-through rates from Zoho Campaigns against paid social conversion rates for the same audience cohorts.

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

Manual → auto

Improvado Agent Reporting

Flag all active workflows targeting contacts with bounce rates above 15% and list their segment tags.

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

5 hrs → 25 min

AI Agent Access

Your agent doesn't just read Zoho Campaigns — it reports on it.

Claude, ChatGPT, and Cursor can flag workflows to pause, compare contact segments and custom fields, and match campaign activity with Zoho CRM records. Every report and alert is logged with timestamps and user attribution for full governance and audit trails.

Explore MCP →

Read

Read: Contacts with standard and custom fields, email and SMS campaigns, list segments, workflow automation steps, engagement metrics (opens, clicks, bounces, unsubscribes, countries, devices), contact scoring, tags, and CRM-synced campaign activity.

Report

Report: Build reports on contact custom fields and segments, compare workflow automation performance, join campaign engagement data with Zoho CRM records, and send digests to Slack or email based on behavior or cross-platform signals.

Monitor

Monitor: Track workflow execution status, contact segment growth, bounce and unsubscribe rates, engagement trends by device and geography, and campaign activity shared between Zoho Campaigns and Zoho CRM.

Improvado Agent · Zoho Campaigns

You

Which contact segments had open rates above 25% in the last 30 days and what custom fields do they share?

High-Engagement Segments

Segment Name	Open Rate	Shared Custom Field
Enterprise Tier	39.4%	Industry: SaaS
Recent Demo Attendees	36.8%	Lead Score: Hot
Trial Users — Active	33.2%	Product Interest: Premium
Webinar Registrants	30.1%	Engagement: High
Newsletter VIP	27.5%	Subscriber Type: Loyal

5 segments · 31,240 contacts · avg 33.4% open rate

You

Alert #email-ops when active workflows target contacts with bounce rates above 15%

Alert set

7 workflows flagged · 1,893 contacts at 'High Bounce Risk'

Works with

ClaudeChatGPTCursorGeminiAny MCP Client

Destinations

Send Zoho Campaigns 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, reports, and monitors — with Zoho Campaigns as one of 1,400+ data sources.

Feature	Improvado	Supermetrics	Funnel.io	Fivetran
Data fields extracted	200+	~90	~120	~80
Total data sources	1,400+	~150	~500	~300
Cross-channel normalization (CDM)	✓ Built-in	✗ Manual	Basic mapping	✗ Raw only
AI Agent access (MCP)	✓ Read, Report, 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 Zoho Campaigns?

Improvado receives scheduled exports of your Zoho Campaigns reports, sent automatically by email, SFTP or S3. Choose the reports you need, and Improvado loads contacts, campaigns, workflows, and engagement metrics from each export. Historical data can be included in the first export, depending on your Zoho plan.

What Zoho Campaigns data does Improvado pull?

Improvado extracts contacts with standard and custom fields (name, email, phone, CRM-synced attributes), email and SMS campaigns, list segments, workflow automation steps, and engagement metrics including opens, clicks, bounces, unsubscribes, countries, and device types. It also pulls contact scoring, tags, and campaign activity synced from Zoho CRM. Data refreshes on your export schedule.

How often does Zoho Campaigns data refresh?

Zoho Campaigns data refreshes on your export schedule. Each export arrives by email, SFTP or S3, and Improvado loads it as soon as it lands. You can set the export frequency depending on your data volume and use case.

Can the AI agent write data back to Zoho Campaigns?

No. Your AI agent works with the exported data. It reports on contact custom fields and segments, flags workflow automations to pause, and sends engagement digests and alerts to Slack or email. Changes are made by your team in Zoho Campaigns. Every agent query is logged with user attribution and timestamp. Improvado enforces role-based permissions to ensure governance and auditability.

Is Zoho Campaigns data secure with Improvado?

Yes. Improvado is SOC 2 Type II certified, HIPAA-compliant, and GDPR-ready. All data in transit is encrypted via TLS 1.2+, and data at rest uses AES-256 encryption. Zoho Campaigns data is protected by role-based access controls, and all data access is logged for audit. Improvado never stores raw email content or personally identifiable information beyond what's required for analytics.

How does Zoho Campaigns connect with other platforms in Improvado?

Improvado maps Zoho Campaigns data to a Common Data Model, unifying contacts, campaigns, and engagement metrics with 1,400+ data sources. You can correlate email open rates with paid ad conversions, match contact segments to CRM deal stages, or compare SMS engagement against web analytics sessions. All data is normalized and joined on shared keys like email address, contact ID, or campaign name for seamless cross-platform analysis.

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 Lee

Head 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 Cerniglio

Insights & Automation Manager, Chacka Marketing

Read story

Put an AI agent on your Zoho Campaigns today

Set it up once. Your agent starts reading and monitoring as soon as the first export lands.

Get your agent View all 1,400+ data sources