Connect Intercom to MongoDB Destination

with open-source ELT

Extract and load (ELT) your Intercom data into MongoDB Destination in minutes with our open-source data integration connector.

Eliminate the time you spend on building and maintaining your data pipelines by integrating your data with Airbyte instead.
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Start analyzing your Intercom data in minutes

1

Select your source

Just authenticate your Intercom account and destination, and your new MongoDB Destination data integration will adapt to schema / API changes.

2

Select your destination

Connect to MongoDB Destination or one of 50+ Airbyte data sources through simple account authentication

3

Sync your Data

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in MongoDB Destination you want that data to be loaded.

LOVED by 10,000 (DATA) ENGINEERS

Ship more quickly with the only solution that fits ALL your needs.

As your tools and edge cases grow, you deserve an extensible and open ELT solution that eliminates the time you spend on building and maintaining data pipelines

Leverage the largest catalog of  connectors

Airbyte’s catalog of 300+ pre-built, no-code connectors is the largest in the industry and is doubling every year, thanks to its open-source community, while closed-source catalogs have plateaued.

Cover your custom needs with our extensibility

Build custom connectors in 10 min with our Connector Development Kit (CDK), and get them maintained by us or our community. Add them to Airbyte to enable your whole team to leverage them.
Customize ANY Airbyte connectors to address Your custom needs. Our connector’s code is open-source, so you can edit it as you see fit.

Reliability at every level

Airbyte ensure your team’s time is no longer time spent on maintenance with our reliability SLAs on our GA connectors.
Airbyte will also give you visibility and control of your data freshness at the stream level for all your connections.

It’s never been easier to integrate your Intercom data into MongoDB Destination

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The easiest way to address all your ELT needs. Largest catalog of connectors, all customizable.
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Keep your data engineering costs in check

Building and maintaining custom connectors have become 5x easier with Airbyte. Enable your data engineering teams to focus on projects that are more valuable to your business.
Leverage all the alpha and beta connectors for free on Airbyte Cloud with our Free Connector Program.

Get Airbyte hosted where you need it to be

Airbyte helps you deploy your pipelines in production with two deployment options for the data plane:
  • Airbyte Cloud: Have it hosted by us, with all the security you need (SOC2, ISO, GDPR, HIPAA Conduit).
  • Airbyte Enterprise: Have it hosted within your own infrastructure, so your data and secrets never leave it.

White-glove enterprise-level support

With an average response rate of 10 minutes or less and a Customer Satisfaction score of 96/100, our team is ready to support your data integration journey all over the world.

Including for your Airbyte Open Source instance with our premium support.
Case study
Consolidating data silos at Fnatic

Fnatic, based out of London, is the world's leading esports organization, with a winning legacy of 16 years and counting in over 28 different titles, generating over 13m USD in prize money. Fnatic has an engaged follower base of 14m across their social media platforms and hundreds of millions of people watch their teams compete in League of Legends, CS:GO, Dota 2, Rainbow Six Siege, and many more titles every year.

FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Intercom?

Intercom is a customer messaging platform that helps businesses communicate with their customers in a personalized and efficient way. It offers a suite of tools that enable businesses to engage with their customers through targeted messaging, live chat, and email campaigns. Intercom also provides customer data and analytics to help businesses understand their customers better and make informed decisions. The platform is designed to help businesses build strong relationships with their customers, increase customer satisfaction, and ultimately drive growth. Intercom is used by thousands of businesses worldwide, including Shopify, Atlassian, and New Relic.

What is MongoDB Destination?

MongoDB is a database that powers crucial applications and systems for global businesses. Designed for developers and specializing in the areas of open source, software development, and databases, it offers functionality such as horizontal scaling, automatic failover, and the capability to assign data to a location.

What data can you extract from Intercom?

Intercom's API provides access to a wide range of data related to customer communication and engagement. The following are the categories of data that can be accessed through Intercom's API:

1. Users: Information about individual users, including their name, email address, and user ID.
2. Conversations: Data related to customer conversations, including the conversation ID, message content, and conversation status.
3. Companies: Information about companies that use Intercom, including company name, ID, and size.
4. Tags: Data related to tags assigned to users and conversations, including tag name and ID.
5. Segments: Information about user segments, including segment name, ID, and criteria.
6. Events: Data related to user events, including event name, ID, and timestamp.
7. Custom attributes: Information about custom attributes assigned to users, including attribute name, value, and type.
8. Teammates: Data related to Intercom team members, including name, email address, and role.

Overall, Intercom's API provides a comprehensive set of data that can be used to analyze customer behavior, improve communication strategies, and enhance overall customer engagement.

How do I transfer data from Intercom to MongoDB Destination?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps: 
1. Set up Intercom as a source connector (using Auth, or usually an API key)
2. Set up MongoDB Destination as a destination connector
3. Define which data you want to transfer and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud. 

What are top ETL tools to extract data from

The most prominent ETL tools to transfer data from Intercom to MongoDB Destination include:
- Airbyte
- Fivetran
- StitchData
- Matillion
- Talend Data Integration
These tools help in extracting data from Intercom and various sources (APIs, databases, and more), transforming it efficiently, and loading it into MongoDB Destination and other databases, data warehouses and data lakes, enhancing data management capabilities.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Intercom to MongoDB Destination in minutes.

ETL your Intercom data into MongoDB Destination, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
MongoDB Destination
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Intercom
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Intercom
and
MongoDB Destination
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Select the Intercom data that you want to replicate.

The Intercom source connector can be used to sync the following tables:

Admins
Includes type, id, name, admin_ids, company, and more.
Companies
Includes page, per_page, order, tag_id, segment_id, and more.
Conversations
Conversations
Contacts
Includes id, workspace_id, role, name, owner_id, email, external_id, created_at, signed_up_at, location.country, and more.
Segments
Includes id, created_at, source, contacts, and more.

About Intercom

Intercom is a customer messaging platform that helps businesses communicate with their customers in a personalized and efficient way. It offers a suite of tools that enable businesses to engage with their customers through targeted messaging, live chat, and email campaigns. Intercom also provides customer data and analytics to help businesses understand their customers better and make informed decisions. The platform is designed to help businesses build strong relationships with their customers, increase customer satisfaction, and ultimately drive growth. Intercom is used by thousands of businesses worldwide, including Shopify, Atlassian, and New Relic.

Start analyzing your Intercom data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your

Intercom

data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your MongoDB Destination needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to

MongoDB Destination

.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

MongoDB Destination

has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About MongoDB Destination

MongoDB is a database that powers crucial applications and systems for global businesses. Designed for developers and specializing in the areas of open source, software development, and databases, it offers functionality such as horizontal scaling, automatic failover, and the capability to assign data to a location.

Why Choose Airbyte for your Intercom and MongoDB Destination data integration

Airbyte is the new open-source ETL platform, and enables you to replicate your

Intercom

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your Intercom account and destination, and your new Intercom data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source Intercom ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Intercom To MongoDB in minutes

ETL your Intercom data into MongoDB Destination, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
Intercom
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
MongoDB Destination
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Intercom
and
MongoDB Destination
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Airbyte is designed to address 100% of your Intercom database needs.

Full control over the data

The 

Intercom

 source does not alter the schema present in your database. Depending on the destination connected to this source, however, the schema may be altered.

calendar icon

Scheduled updates

Automate replications with recurring incremental updates.

Log-based incremental replication

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Intercom

Intercom is a customer messaging platform that helps businesses communicate with their customers in a personalized and efficient way. It offers a suite of tools that enable businesses to engage with their customers through targeted messaging, live chat, and email campaigns. Intercom also provides customer data and analytics to help businesses understand their customers better and make informed decisions. The platform is designed to help businesses build strong relationships with their customers, increase customer satisfaction, and ultimately drive growth. Intercom is used by thousands of businesses worldwide, including Shopify, Atlassian, and New Relic.

Start analyzing your Intercom data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your Intercom data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your MongoDB Destination needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to MongoDB Destination.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when MongoDB Destination has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About MongoDB Destination

MongoDB is a database that powers crucial applications and systems for global businesses. Designed for developers and specializing in the areas of open source, software development, and databases, it offers functionality such as horizontal scaling, automatic failover, and the capability to assign data to a location.

Why choose Airbyte for your Intercom and MongoDB Destination data integration.

Airbyte is the new open-source ETL platform, and enables you to replicate your Intercom data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your

Intercom

account and destination, and your new

Intercom

data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source

Intercom

ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.