Do I need a separate data warehouse for my Mailgun data?

No. Definite includes a built-in lakehouse, so you don't need to pay for a separate warehouse like Snowflake, BigQuery, or Redshift. Your Mailgun data syncs into open Parquet storage and is queried by a DuckDB-powered engine for high-performance analytics. Definite handles encrypted, persistent storage behind the scenes with enterprise-grade security, automatic syncing, and backups. You get lightning-fast queries, built-in business intelligence tools, and SOC 2 compliant security, all without the overhead or complexity of running a separate warehouse.

Can I analyze my Mailgun data with other data sources?

Yes. Definite lets you connect and analyze data across all your tools: app databases, CRMs, marketing automation, analytics, and customer support platforms. Our built-in Sync Engine supports 500+ data sources, with options for daily, hourly, or near real-time syncs. You can select metrics and dimensions from your Mailgun data alongside other sources to explore insights, build dashboards, and share results (no SQL needed, unless you want to). Or simply ask Fi, our AI analyst, to find answers, uncover patterns, and instantly create charts and reports for you.

Can Definite connect Mailgun data to tools like Python, SQL, Google Sheets, or Slack?

Yes. Definite integrates seamlessly with the tools you already use. You can run Python scripts for advanced analysis, query your data directly with SQL, or sync results to Google Sheets and Slack for easy sharing. Data can be exported in CSV, Excel, or JSON, accessed via the Metrics API, or embedded directly into your product or internal dashboards. Definite makes it simple to connect, automate, and share insights wherever your team works.

How does Definite's AI actually work?

Definite includes Fi, our AI data analyst that understands your business data and speaks your language. Fi can explore your connected sources, write SQL, and build charts or dashboards in minutes, turning plain-English questions into real analysis. Under the hood, Fi uses Definite's semantic models and query engine to interpret context, generate accurate queries, and explain results clearly. The result: faster insights, fewer bottlenecks, and analytics that finally deliver ROI.

Can I use Definite for free?

Yes. Definite offers a free plan for qualifying startups that includes core analytics, dashboards, and AI insights: everything you need to get started. You can upgrade anytime for more data sources, faster syncs, and advanced automations.

Definite runs as a private deployment in your own cloud (AWS, GCP, Azure, or anywhere with Kubernetes); you keep control of data, compute, and networking. Request a demo →

Explore with AI

← All connectors/Marketing Automation

§ Connector

Mailgun

Analyze your Mailgun data with AI today.

Build dashboards, automate reports, and ask questions in plain English — all from your Mailgun data, no complex infrastructure to maintain.

See Mailgun in Definite →Try it free

Have multiple Mailgun accounts? Analytics across multiple Mailgun accounts →

Want it to watch your Mailgun data and act on its own? Meet the Mailgun agent →

§ Live with

§ What you get

Everything Mailgun exposes, modeled and queryable.

Extracts Mailgun email activity and account data, including domains, detailed event logs (deliveries, failures, opens, clicks, unsubscribes, complaints), suppression lists (bounces, complaints, unsubscribes), and stored message payloads. This enables deliverability monitoring, engagement analysis, troubleshooting email failures, and tracking suppression activity across your domains.

Standard on every Definite connector

Sync cadence

Hourly or faster

CDC

Native where supported

Auth

OAuth / API key

Row-level security

Yes

Tables & streams

5 objects

◆Email Event

Captures time-stamped message lifecycle and engagement signals (accepted, delivered, failed, opened, clicked, unsubscribed, complained); enables delivery, engagement, funnel metrics, time-series trends, and incident troubleshooting.

marketingsupport

◆Suppression

Represents recipients blocked from future sends due to bounces, spam complaints, or unsubscribes; supports monitoring bounce/complaint/unsubscribe rates, list hygiene, and compliance reporting.

customermarketing

◆Message

Stored message content and headers for individual emails referenced by events; enables content-level performance analysis, template comparisons, and debugging of delivery failures.

marketingengagement

◆Domain

A sending domain configured in Mailgun; used to segment deliverability and engagement metrics, track domain-level health, and compare performance across brands or regions.

marketingengagement

◆Recipient

Individual email addresses that receive communications; supports audience segmentation, engagement scoring, and suppression history analysis across events and lists.

customermarketing

Authentication

Uses your Mailgun private API key via HTTP Basic Authentication

Requirements

Requires a Mailgun account to connect.

§ How it works