Developers
API References
Data Subject Request API

Data Subject Request API Version 1 and 2

Data Subject Request API Version 3

Platform API

Key Management

Platform API Overview

Accounts

Apps

Audiences

Calculated Attributes

Data Points

Feeds

Field Transformations

Services

Users

Workspaces

Warehouse Sync API

Warehouse Sync API Overview

Warehouse Sync API Tutorial

Warehouse Sync API Reference

Data Mapping

Warehouse Sync SQL Reference

Warehouse Sync Troubleshooting Guide

ComposeID

Warehouse Sync API v2 Migration

Bulk Profile Deletion API Reference

Calculated Attributes Seeding API

Custom Access Roles API

Data Planning API

Group Identity API Reference

Pixel Service

Profile API

Events API

mParticle JSON Schema Reference

IDSync

Client SDKs
AMP

AMP SDK

Android

Initialization

Configuration

Network Security Configuration

Event Tracking

User Attributes

IDSync

Screen Events

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Push Notifications

WebView Integration

Logger

Preventing Blocked HTTP Traffic with CNAME

Workspace Switching

Linting Data Plans

Troubleshooting the Android SDK

API Reference

Upgrade to Version 5

Cordova

Cordova Plugin

Identity

Direct Url Routing

Direct URL Routing FAQ

Web

Android

iOS

Flutter

Getting Started

Usage

API Reference

iOS

Workspace Switching

Initialization

Configuration

Event Tracking

User Attributes

IDSync

Screen Tracking

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Push Notifications

Webview Integration

Upload Frequency

App Extensions

Preventing Blocked HTTP Traffic with CNAME

Linting Data Plans

Troubleshooting iOS SDK

Social Networks

iOS 14 Guide

iOS 15 FAQ

iOS 16 FAQ

iOS 17 FAQ

iOS 18 FAQ

API Reference

Upgrade to Version 7

Roku

Getting Started

Identity

Media

Unity

Upload Frequency

Getting Started

Opt Out

Initialize the SDK

Event Tracking

Commerce Tracking

Error Tracking

Screen Tracking

Identity

Location Tracking

Session Management

React Native

Getting Started

Identity

Xbox

Getting Started

Identity

Web

Initialization

Configuration

Content Security Policy

Event Tracking

User Attributes

IDSync

Page View Tracking

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Custom Logger

Persistence

Native Web Views

Self-Hosting

Multiple Instances

Web SDK via Google Tag Manager

Preventing Blocked HTTP Traffic with CNAME

Facebook Instant Articles

Troubleshooting the Web SDK

Browser Compatibility

Linting Data Plans

API Reference

Upgrade to Version 2 of the SDK

Xamarin

Getting Started

Identity

Alexa

Quickstart
Android

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Step 9. Test your local app

HTTP Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

iOS Quick Start

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Java Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Node Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Python Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Web

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Media SDKs

Android

iOS

Web

Server SDKs

Node SDK

Go SDK

Python SDK

Ruby SDK

Java SDK

Tools

mParticle Command Line Interface

Linting Tools

Smartype

Guides
Partners

Introduction

Outbound Integrations

Outbound Integrations

Firehose Java SDK

Inbound Integrations

Kit Integrations

Overview

Android Kit Integration

JavaScript Kit Integration

iOS Kit Integration

Compose ID

Data Hosting Locations

Glossary

Migrate from Segment to mParticle

Migrate from Segment to mParticle

Migrate from Segment to Client-side mParticle

Migrate from Segment to Server-side mParticle

Segment-to-mParticle Migration Reference

Rules Developer Guide

API Credential Management

The Developer's Guided Journey to mParticle

Guides
Composable Audiences

Composable Audiences Overview

User Guide

User Guide Overview

Warehouse Setup

Warehouse Setup Overview

Connections

Connections Overview

Google BigQuery

Databricks

Amazon Redshift

Snowflake

Data Models

Data Models Overview

Create a User Data Model

Create an Event Data Model

Create a Generic Data Model

Audience Setup

Frequently Asked Questions

Customer 360

Overview

User Profiles

Overview

User Profiles

Group Identity

Overview

Create and Manage Group Definitions

Calculated Attributes

Calculated Attributes Overview

Using Calculated Attributes

Create with AI Assistance

Calculated Attributes Reference

Predictive Attributes

What are predictive attributes?

Predict Future Behavior

Create Future Prediction

Use Future Predictions in Campaigns

Assess and Troubleshoot Predictions

Next Best Action

Next Best Action Overview

Create a Next Best Action (NBA)

View and Manage NBAs

Activate Next Best Actions in Campaigns

Getting Started

Create an Input

Start capturing data

Connect an Event Output

Create an Audience

Connect an Audience Output

Transform and Enhance Your Data

Platform Guide
Billing

Usage and Billing Report

Observability

Observability Overview

Observability User Guide

Observability Troubleshooting Examples

Observability Span Glossary

The New mParticle Experience

The new mParticle Experience

The Overview Map

Platform Settings

Audit Logs (Early Access)

Key Management

Platform Configuration

Event Forwarding

Notifications

System Alerts

Trends

Introduction

Data Retention

Data Catalog

Connections

Activity

Data Plans

Live Stream

Filters

Rules

Blocked Data Backfill Guide

Tiered Events

mParticle Users and Roles

Analytics Free Trial

Troubleshooting mParticle

Usage metering for value-based pricing (VBP)

IDSync

IDSync Overview

Use Cases for IDSync

Components of IDSync

Store and Organize User Data

Identify Users

Default IDSync Configuration

Profile Conversion Strategy

Profile Link Strategy

Profile Isolation Strategy

Best Match Strategy

Aliasing

Segmentation
Audiences

Audiences Overview

Create an Audience

Connect an Audience

Manage Audiences

FAQ

Classic Audiences

Standard Audiences (Legacy)

Predictive Audiences

Predictive Audiences Overview

Using Predictive Audiences

New vs. Classic Experience Comparison

Analytics

Introduction

Core Analytics (Beta)

Setup

Sync and Activate Analytics User Segments in mParticle

User Segment Activation

Welcome Page Announcements

Settings

Project Settings

Roles and Teammates

Organization Settings

Global Project Filters

Portfolio Analytics

Analytics Data Manager

Analytics Data Manager Overview

Events

Event Properties

User Properties

Revenue Mapping

Export Data

UTM Guide

Analyses

Analyses Introduction

Segmentation: Basics

Getting Started

Visualization Options

For Clauses

Date Range and Time Settings

Calculator

Numerical Settings

Segmentation: Advanced

Assisted Analysis

Properties Explorer

Frequency in Segmentation

Trends in Segmentation

Did [not] Perform Clauses

Cumulative vs. Non-Cumulative Analysis in Segmentation

Total Count of vs. Users Who Performed

Save Your Segmentation Analysis

Export Results in Segmentation

Explore Users from Segmentation

Funnels: Basics

Getting Started with Funnels

Group By Settings

Conversion Window

Tracking Properties

Date Range and Time Settings

Visualization Options

Interpreting a Funnel Analysis

Funnels: Advanced

Group By

Filters

Conversion over Time

Conversion Order

Trends

Funnel Direction

Multi-path Funnels

Analyze as Cohort from Funnel

Save a Funnel Analysis

Explore Users from a Funnel

Export Results from a Funnel

Cohorts

Getting Started with Cohorts

Analysis Modes

Save a Cohort Analysis

Export Results

Explore Users

Saved Analyses

Manage Analyses in Dashboards

Journeys

Getting Started

Event Menu

Visualization

Ending Event

Save a Journey Analysis

Users

Getting Started

User Activity Timelines

Time Settings

Export Results

Save A User Analysis

Query Builder

Data Dictionary

Query Builder Overview

Modify Filters With And/Or Clauses

Query-time Sampling

Query Notes

Filter Where Clauses

Event vs. User Properties

Group By Clauses

Annotations

Cross-tool Compatibility

Apply All for Filter Where Clauses

Date Range and Time Settings Overview

User Attributes at Event Time

Understanding the Screen View Event

User Aliasing

Dashboards

Dashboards––Getting Started

Manage Dashboards

Organize Dashboards

Dashboard Filters

Scheduled Reports

Favorites

Time and Interval Settings in Dashboards

Query Notes in Dashboards

Analytics Resources

The Demo Environment

Keyboard Shortcuts

User Segments

Tutorials

Analytics for Marketers

Analytics for Product Managers

Compare Conversion Across Acquisition Sources

Analyze Product Feature Usage

Identify Points of User Friction

Time-based Subscription Analysis

Dashboard Tips and Tricks

Understand Product Stickiness

Optimize User Flow with A/B Testing

APIs

User Segments Export API

Dashboard Filter API

Warehouse Sync

Warehouse Sync User Guide

Historical Data and Warehouse Sync

Data Privacy Controls

Data Subject Requests

Default Service Limits

Feeds

Cross-Account Audience Sharing

Import Data with CSV Files

Import Data with CSV Files

CSV File Reference

Glossary

Video Index

Analytics (Deprecated)
Identity Providers

Single Sign-On (SSO)

Setup Examples

Settings

Debug Console

Data Warehouse Delay Alerting

Introduction

Developer Docs

Introduction

Integrations

Introduction

Rudderstack

Google Tag Manager

Segment

Data Warehouses and Data Lakes

Advanced Data Warehouse Settings

AWS Kinesis (Snowplow)

AWS Redshift (Define Your Own Schema)

AWS S3 Integration (Define Your Own Schema)

AWS S3 (Snowplow Schema)

BigQuery (Snowplow Schema)

BigQuery Firebase Schema

BigQuery (Define Your Own Schema)

GCP BigQuery Export

Snowplow Schema Overview

Snowflake (Snowplow Schema)

Snowflake (Define Your Own Schema)

APIs

Dashboard Filter API (Deprecated)

REST API

User Segments Export API (Deprecated)

SDKs

SDKs Introduction

React Native

iOS

Android

Java

JavaScript

Python

Object API

Developer Basics

Aliasing

Integrations
Aarki

Audience

24i

Event

AdChemix

Event

ABTasty

Audience

Actable

Feed

Adikteev

Audience

Event

AdMedia

Audience

Adjust

Event

Feed

Adobe Marketing Cloud

Cookie Sync

Server-to-Server Events

Platform SDK Events

Adobe Audience Manager

Audience

Adobe Campaign Manager

Audience

Adobe Experience Platform

Event

AdPredictive

Feed

Adobe Target

Audience

AgilOne

Event

Algolia

Event

Airship

Audience

Event

Feed

Amazon Advertising

Audience

Amazon Kinesis Firehose

Audience

Event

Amazon Kinesis

Event

Amazon Redshift

Data Warehouse

Amazon S3

Event

Amazon SNS

Event

Amplitude

Event

Forwarding Data Subject Requests

Amobee

Audience

Ampush

Audience

Event

Anodot

Event

Amazon SQS

Event

Analytics

Audience

Event

Forwarding Data Subject Requests

Antavo

Feed

AppsFlyer

Event

Feed

Forwarding Data Subject Requests

AppLovin

Audience

Event

Apptimize

Event

Apptentive

Event

Awin

Event

Apteligent

Event

Batch

Event

Audience

Microsoft Azure Blob Storage

Event

Bidease

Audience

Bing Ads

Event

Bluecore

Event

Blueshift

Event

Feed

Forwarding Data Subject Requests

Bluedot

Feed

Branch

Event

Feed

Forwarding Data Subject Requests

Braze

Audience

Feed

Forwarding Data Subject Requests

Event

Branch S2S Event

Event

Bugsnag

Event

Button

Audience

Event

Cadent

Audience

Census

Feed

CleverTap

Audience

Feed

Event

comScore

Event

Cordial

Feed

Audience

Cortex

Event

Forwarding Data Subject Requests

Feed

Conversant

Event

Crossing Minds

Event

Criteo

Audience

Event

Custom Feed

Custom Feed

CustomerGlu

Event

Feed

Customer.io

Audience

Event

Feed

Databricks

Data Warehouse

Datadog

Event

Didomi

Event

Dynamic Yield

Audience

Event

Eagle Eye

Audience

Edge226

Audience

Emarsys

Audience

Epsilon

Event

Everflow

Audience

Facebook

Event

Audience

Google Analytics for Firebase

Event

Facebook Offline Conversions

Event

Flurry

Event

Flybits

Event

Foursquare

Feed

Audience

ForeSee

Event

Friendbuy

Event

FreeWheel Data Suite

Audience

Google Ad Manager

Audience

Google Analytics

Event

Google Ads

Event

Audience

Google Analytics 4

Event

Google Cloud Storage

Audience

Event

Google BigQuery

Audience

Data Warehouse

Google Marketing Platform

Audience

Event

Cookie Sync

Google Enhanced Conversions

Event

Google Marketing Platform Offline Conversions

Event

Google Pub/Sub

Event

Heap

Event

Herow

Feed

Google Tag Manager

Event

Hightouch

Feed

Hyperlocology

Event

Ibotta

Event

ID5

Kit

Impact

Event

InMarket

Audience

InMobi

Audience

Event

Insider

Event

Audience

Feed

Inspectlet

Event

Intercom

Event

iPost

Audience

Feed

ironSource

Audience

Iterable

Event

Audience

Feed

Jampp

Event

Audience

Kafka

Event

Kayzen

Event

Audience

Kissmetrics

Event

Klaviyo

Event

Audience

Kochava

Feed

Event

Forwarding Data Subject Requests

Kubit

Event

Leanplum

Audience

Feed

Event

LaunchDarkly

Feed

LifeStreet

Audience

Liftoff

Audience

Event

LinkedIn

LinkedIn Conversions API Integration

LiveLike

Event

Liveramp

Audience

Localytics

Event

MadHive

Audience

Mailchimp

Event

Feed

Audience

Marigold

Audience

mAdme Technologies

Event

Mautic

Audience

Event

MediaMath

Audience

Mediasmart

Audience

Microsoft Azure Event Hubs

Event

Mintegral

Audience

Mixpanel

Audience

Event

Forwarding Data Subject Requests

Moloco

Audience

Event

MoEngage

Feed

Audience

Event

Monetate

Event

Movable Ink - V2

Event

Movable Ink

Event

Multiplied

Event

Nami ML

Feed

Nanigans

Event

Narrative

Audience

Feed

Event

myTarget

Audience

Event

NCR Aloha

Event

Neura

Event

OneTrust

Event

Optimizely

Audience

Event

Oracle Responsys

Event

Audience

Oracle BlueKai

Event

Paytronix

Feed

Persona.ly

Audience

Personify XP

Event

PieEye

Inbound Data Subject Requests

Pilgrim

Event

Feed

Plarin

Event

Postie

Audience

Event

Primer

Event

Punchh

Audience

Feed

Event

Pushwoosh

Audience

Event

Qualtrics

Event

Quantcast

Event

Rakuten

Event

Radar

Event

Feed

Reddit

Audience

Event

Pinterest

Audience

Event

Regal

Event

Attentive

Event

Feed

Reveal Mobile

Event

RevenueCat

Feed

RTB House

Audience

Event

Rokt

Audience

Event

Rokt Thanks and Pay+

Sailthru

Event

Audience

Salesforce Email

Audience

Feed

Event

Salesforce Mobile Push

Event

Salesforce Sales and Service Cloud

Event

Samba TV

Audience

Event

Scalarr

Event

SendGrid

Audience

Feed

Shopify

Custom Pixel

Feed

SessionM

Feed

Event

SimpleReach

Event

ShareThis

Audience

Feed

Singular-DEPRECATED

Event

Skyhook

Event

Singular

Event

Feed

Slack

Event

Smadex

Audience

SmarterHQ

Event

Snapchat

Event

Audience

Snapchat Conversions

Event

Snowflake

Data Warehouse

Snowplow

Event

Split

Event

Feed

Splunk MINT

Event

Sprig

Audience

Event

StartApp

Audience

Statsig

Event

Feed

Stormly

Event

Audience

Talon.One

Audience

Event

Feed

Loyalty Feed

Swrve

Event

Feed

Tapad

Audience

Tapjoy

Audience

Taplytics

Event

Taptica

Audience

Teak

Audience

The Trade Desk

Cookie Sync

Audience

Event

Ticketure

Feed

TikTok Event

Audience

Audience (Deprecated)

Event

Audience Migration

Treasure Data

Event

Audience

Triton Digital

Audience

TUNE

Event

Twitter

Audience

Event

Valid

Event

Vkontakte

Audience

Voucherify

Event

Audience

Webhook

Event

Vungle

Audience

Webtrends

Event

White Label Loyalty

Event

Wootric

Event

Xandr

Audience

Cookie Sync

Yahoo (formerly Verizon Media)

Audience

Cookie Sync

Yotpo

Feed

YouAppi

Audience

Z2A Digital

Audience

Event

Zendesk

Event

Feed

Remerge

Audience

Event

Retina AI

Feed

Event

Audit Logs (Early Access)

Audit Logs help account admins maintain oversight of their mParticle organization by recording what changes are made, who made them, and what resources are affected. Audit Logs capture a wide range of features and activity, from updates to warehouse sync configurations to added API credentials.

This visibility makes it easier to troubleshoot unexpected behavior and provides an auditable record for security and compliance purposes.

Accessing Audit Logs

To access Audit Logs:

  1. Log into your mParticle account.
  2. Hover your cursor over the Settings icon in the left hand navigation, and select Platform.
  3. Select the Audit tab.

Viewing Audit Logs

The Audit Logs tab displays the 100 most recent actions taken in your mParticle organization, sorted from most to least recent by default.

Each row pertains to a log for a single action, and includes the following details:

  • Timestamp: the date and time when the action was performed.
  • Actor: the email address of the mParticle user who performed the action.
  • Actor Type: indicates if the action was made by a user in the UI, an mParticle support agent, an API call, or a system change.
  • Action: indicates the type of action performed on the resources. Can be either created, updated, or deleted.
  • Resource: the specific resource that was impacted.
  • Result: indicates if the action resulted in a success or failure.
  • Scope: indicates if the action impacts resources within the scope of a single workspace, account, or the entire org.

See Resources and actions included in Audit Logs below for a complete list of the actions and resources recorded in audit logs.

Search for a specific audit log

Use the search bar to look for a specific audit log. You can also search for information in the details for each log, allowing you to look for logs related to specific resources.

Sorting audit logs

To sort the list of logs, click the column name for the attribute (for example: Timestamp, Resource, or Actor) you want to sort by.

Filter audit logs by date range

To only view audit logs within a specific date range, click Date Range and select the start and end date.

If you download your audit logs as a CSV, only logs within the set date range will be included in the CSV file.

Audit log details

You can see more technical information for a specific log by clicking on any row in the list.

This opens a panel labeled Details containing a JSON formatted object that lists the following information about the request:

  • http_method: The type of request your action used, such as GET, POST, PUT, or DELETE.
  • url: The full web address of the request.
  • user_agent: Information about the browser, SDK, or tool that sent the request.
  • content_type: The format of the request body, such as JSON.
  • content_length: The size of the request body in bytes. This includes the action arguments, payload, and any entity changes.
  • action_arguments: The specific parameters that were passed in with the request.
  • status_code: The result of the request, shown as a standard HTTP status code (for example, 200 for success or 404 if something wasn’t found).
  • response_content_type: The format of the data that was returned in the response.
  • latency_ms: How long it took to process the request, measured in milliseconds.
  • payload: The full body of the request and response, which may include details about what was submitted to mParticle and what was returned.
  • entity_changes: The changes that were made to a resource (like an audience or output configuration) as a result of the action.

If any of the above fields aren’t applicable to the particular log you are viewing, they will be omitted from the log details.

The log details for each action is included in audit log CSV exports.

Exporting audit logs

To export your audit logs to a comma separated values formatted file, click Download CSV.

The CSV will contain all logs within the selected date range.

Use cases and best practices

You can use Audit Logs to monitor changes, help diagnose issues, and maintain a trusted record for compliance and security.

Track configuration changes

Audit Logs provide a complete history of configuration changes across your mParticle account over the previous 12 months. For example, if a data pipeline stops behaving as expected, you can review the logs to see whether a teammate recently deactivated a connection or updated a data plan.

By monitoring these changes, you can maintain consistency across workspaces and prevent accidental misconfigurations from disrupting your data flow.

Troubleshoot issues

When something breaks (such as a connection unexpectedly failing, an audience not updating, or a data feed behaving differently), Audit Logs can help you identify the root cause. You can see who made changes, what was changed, and whether the action succeeded or failed. This context reduces the time it takes to diagnose problems and allows you to resolve them without unnecessary guesswork.

Support compliance and security audits

Many organizations need to demonstrate that data systems are being properly managed and monitored. Audit Logs give you an auditable trail of who accessed or updated critical settings and when. You can use this history to confirm that your team is following internal governance processes, and to provide evidence during external compliance reviews or security audits. Regularly exporting logs can also help you maintain a long-term archive beyond the retention window in the mParticle platform.

Resources and actions included in Audit Logs

Audit Logs covers a wide range of resources across Customer 360, Data Platform, Oversight, Segmentation, Settings, and Warehouse Sync. The table below lists every resource and the actions that are tracked.

Platform Area Resource Actions Logged
Customer 360 Calculated Attribute Creating, updating, or deleting a calculated attribute. Updating includes cloning a calculated attribute.
Group Definition Creating, updating, or deleting a group definition.
Predictive Attribute Creating, updating, or deleting a predictive attribute.
User Profile Updating a user profile. This includes creating, updating, and deleting any attribute, identity or consent value for user profile via the UI or IDSync API.
Data Platform Bulk Profile Deletion Request Creating a bulk deletion request.
Connection Creating, updating, or deleting a connection. Updating includes activating and deactivating a connection.
Data Plans Creating, updating, or deleting a data plan. Updating includes activating, deactivating, assigning a version to (and changing the version of) a data plan.
Data Points Creating, updating, or deleting a data point. Updating includes updating the description, tags, or tier of a datapoint in the Data Catalog.
Filters Creating, updating, or deleting a filter.
Input Configuration Creating, updating, or deleting an input configuration. Updating includes activating or deactivating an input configuration.
Output Configuration Creating, updating, or deleting an output configuration. Updating includes activating or deactivating an output configuration.
Rules Creating, updating, or deleting a rule. Updating includes applying a rule to, or removing a rule from, a connection.
Oversight Apple ATT Setting Updating your Apple ATT settings, including updating your opt-in, opt-out, and default ATT settings.
Data Subject Request Creating a data subject request.
DSR Setting Enabling or disabling Data Subject Requests.
Trace Configuration Creating, updating, or deleting a trace configuration.
Segmentation Audience Create, updating, or deleting an audience. Updating includes activating, deactivating, and connecting an audience.
Audience Group Creating, updating, or deleting an audience group.
Session Session User log-ins and log-outs on your mParticle account.
Settings & Configuration Account Creating, updating, or deleting an account in your mParticle org.
API Credential Creating or deleting an API credential.
Audience Setting Updating your default audience sharing settings.
Custom Role Creating, updating, or deleting a custom role.
Key Creating or deleting an SSH key.
Notification Destinations Creating, updating, or deleting a notification destination.
User Creating, updating, or deleting a user. Updating includes assigning a standard or custom role to a user.
Workspace Creating, updating, or deleting a workspace in your mParticle account.
Warehouse Composable Audience Creating, updating, or deleting a composable audience.
Connection Creating, updating, or deleting a connection with a warehouse.
Data Model Creating, updating, or deleting a data model.
Field Transformation Creating, updating, or deleting a field transformation.
Pipeline Creating, updating, or deleting a pipeline.

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    Last Updated: October 2, 2025