The June release introduces enhanced developer usability, expanded database flexibility, and backend standardization across the platform. We have revamped our API documentation and significantly improved our database workflows by launching advanced database replication methods (including table replication by timestamp and row sequence).
Additionally, this release brings major platform updates including an ongoing migration to a unified backend connector schema. Combined with helpful UI enhancements for sample data previews and several new connector integrations, these improvements ensure your data operations remain highly stable, clear, and secure.
Connectors
New Connectors:
- Aqqo
- Azure Event Hub (destination)
- Illumin
- Leadfeeder
- Pliant
- Pinterest Organic
- SAP S/4HANA
- Sprinklr
- Sympla
New Datasets, Attributes, and Metrics:
- Facebook Ads: Added Ad Creatives and Ad Creatives (by Ad).
- LinkedIn Ads: Added new fields to the LinkedIn Ads by Campaign and LinkedIn Ads by Creative datasets.
- LinkedIn Organic: Added Video Analytics dataset.
- Infor CSI: Added new fields added to the connector.
- Pinterest: Added
Account namefield to the Pinterest Ads Account dataset. - Pinterest Organic: Added Top Pin Analytics and Daily Follower Snapshot datasets.
- Square: Added
REPORTING_READscope to the authorizer. - Tiktok Ads: Added Video play metrics.
Connector Updates:
- Blaze: The connector was updated to implement new authorization fields.
- Databox: Flow creation now requires the New Data Source Label field to ensure stability.
- Mercado Libre: The connector was updated to reflect the newest version of the API, deprecating legacy endpoints.
- Qualtrics: Date range filter added for the Answers Export dataset. The dataset has also been enhanced for smoother performance.
- TikTok: TikTok connector has been improved for a more stable performance.
New Features
Updated API Documentation & Playground
We have updated our API documentation interface to provide a streamlined, user-centric reference experience.
The documentation features a functional API playground and improved examples to test configurations directly within the documentation.
An automatically generated API changelog will go live in early July to help you seamlessly track platform updates and schema modifications.
For more information, see our Headless API Documentation.

Advanced Database Replication Methods
We have standardized and expanded our data extraction methods for database connectors to offer greater flexibility for delta tracking and incremental loading. The update is being currently rolled out.
- Table Replication by Timestamp: Tracks deltas using a designated change tracking column defined during source configuration.
- Table Replication by Row Sequence: Resumes extraction smoothly from the last recorded value in append-only tables using incremental sequence values.
- Flexible Execution: Supports log-based replication and custom SQL queries depending on your specific connector.

Platform Updates
Ad-Hoc Extractions via API
API users can now trigger ad-hoc data extractions by sending requests without defining a synchronization frequency. This developer-only functionality provides greater flexibility for custom orchestration and is exclusive to the Headless API.
Flow Connection Guidance
We have added clear, step-by-step configuration instructions directly within the Connection settings of a flow. This makes it much easier to update, modify, or reconfigure your flow's data paths whenever you need to adjust your destination or source setup.

Dashboarding Authorizers
We have updated the workflow for dashboarding destinations to enforce consistency and security across the platform.
- Required Authorizers: The system now requires you to define an authorizer connected to a data token before adding a destination, eliminating setup friction.
- Multi-Account Management: This change makes it significantly easier to route data to different accounts under a single destination.
In-App Token Revocation
You can now revoke security and access tokens directly from the UI, providing better self-service control over your active credentials.

Dynamic Date Ranges Improvement
Legacy Unix date ranges have been retired in favor of the more stable, dynamic {{dateRange}} expression. This value can be configured directly within the UI to ensure consistent date filtering across extractions.
Unified Source Connector Schema Migration
We are migrating our source connectors to a new backend API schema. This structural update standardizes extraction logic across our library, significantly increasing long-term pipeline stability.
UX/UI Enhancements
Clarified Sample Data Preview
We have updated the data preview feature to eliminate confusion around sampled datasets versus full extractions.
- Interface Renaming: Test Data was renamed to Test on Sample Data to accurately reflect the action.
- Contextual Warnings: Added an in-app notice clarifying that previews use a limited data sample strictly to verify configurations, rather than representing your complete dataset.
- Simplified Row Counters: Streamlined the row counter format to cleanly display sample boundaries (e.g., shifting from X columns | Y rows preview | Z rows total to "7 columns | Showing 6 sample rows").

Bug Fixes
Connector Fixes
Azure Blob Storage:
- Fixed an issue preventing Container and Account name fields from being configurable when editing the destination.
Coosto:
- Fixed an issue with authorization.
Google Ads:
- Fixed an issue with inconsistent data by upgrading old sources to the new, more stable connector.
Google Search Ads 360:
- Fixed an issue causing source creation to end in failure which was caused by using the previous API version, which used deprecated fields.
HubSpot:
- Fixed an issue with extraction failing with a “too many iterations” error message.
Microsoft Sharepoint:
- Fixed an issue with authorization due to client secret value not being recognized properly.
Pinterest:
- Fixed an issue with the
Targeting typecolumn not being available for selection during source creation.
Qualtrics:
- Fixed an issue with source creation using the Answers Export dataset.
Shopify Bulk:
- Fixed an issue with the connector not fetching data.
Sprinklr:
- Fixed an issue with connector authorization returning a "Misdirected Request" error.
Sprout Social:
- Fixed an issue with the Customer Messages dataset returning a “Bad Request” error message.
X Ads (Twitter Ads):
- Fixed an issue with extraction failing after extracting 100 rows.
TikTok Ads:
- Fixed an issue with Dataddo hash not containing all selected fields.
Zenvoices:
- Fixed an issue with authorizer creation returning an “undefined” array error message.
General Fixes
Authorizers:
- Fixed a UI issue not listing all authorizers.
- Fixed a bug preventing authorizer edit after saving.
- Fixed missing error messages when authorizer modification wasn’t successful.
Filtering:
- Fixed an issue with filtering on the Sources, Flows, and Authorizer pages.
Source:
- Fixed an issue with the Type and data type fields in source Advanced Settings and Schema not saving properly.
- Fixed a UI issue during source deletion showing “Flows to be deleted” warning even if no flows use the source.
- Fixed a bug preventing date range to be changed after data was preview during source creation.