om-scogo App Analytics
When This Skill Owns the Task
Use dx-app-analytics-query when the work involves:
- Creating
AppAnalyticsQueryRequestrecords via the REST/sObject API - Configuring
AppAnalyticsSettingsvia the Metadata API (simulation mode, opt-out) - Understanding the query lifecycle: New → Pending → Complete → Expired → Failed
- Choosing between dataType values: PackageUsageSummary, PackageUsageLog, SubscriberSnapshot
- File format and compression options for analytics downloads
- Time-range filtering with startTime, endTime, availableSince
- Troubleshooting failed or expired analytics queries
Delegate elsewhere when the user is:
- Running standard CRM SOQL queries → platform-soql-query
- Working with Data Cloud SQL or DMOs → data360-query
- Building reports/dashboards on standard objects → reporting skills
- Deploying or retrieving generic metadata XML → platform-metadata-deploy / retrieving-metadata
Available Types
AppAnalyticsQueryRequest (REST/sObject API)
An asynchronous query request that ISV partners use to retrieve usage analytics data for their managed packages from the ISV Intelligence Data Lake. Records are created via POST /services/data/vXX.0/sobjects/AppAnalyticsQueryRequest and polled via GET /services/data/vXX.0/sobjects/AppAnalyticsQueryRequest/<id>. The system processes the query and provides a presigned download URL upon completion.
Fields (14 properties):
| Field | Type | Description |
|---|---|---|
| DataType | string (filterable) | Type of analytics data. Values: PackageUsageSummary, PackageUsageLog, SubscriberSnapshot |
| RequestState | string (filterable) | Processing status. Values: New, Pending, Complete, Expired, Failed, NoData, Delivered |
| StartTime | string | Start of time range for requested data |
| EndTime | string | End of time range. Should be set on an hour boundary |
| AvailableSince | string | Limits query to data indexed after this time (inclusive). Use for incremental retrieval |
| PackageIds | string | Comma-delimited list of managed package IDs (033-prefix) |
| OrganizationIds | string | Comma-delimited list of subscriber org IDs to filter results |
| DownloadUrl | string | Presigned URL for downloading results. Populated when RequestState is Complete |
| DownloadSize | long | Size in bytes of the result data file |
| DownloadExpirationTime | string | Time at which the download URL expires |
| FileType | string (filterable) | Output format. Values: csv, parquet |
| FileCompression | string (filterable) | Compression. Values: none, gzip, snappy |
| QuerySubmittedTime | string | Time the query was submitted to the Data Lake |
| ErrorMessage | string | Diagnostic message for failed queries |
AppAnalyticsSettings (Metadata API)
Configuration settings for ISV App Analytics that control simulation mode and opt-out behavior. Deployed via the Metadata API (sf project deploy) or Tooling API.
Fields (2 properties):
| Field | Type | Description |
|---|---|---|
| enableSimulationMode | boolean (filterable) | When true, allows querying sample usage logs for integration testing without real subscriber data |
| enableAppAnalyticsOptOut | boolean (filterable) | When true, opts this subscriber org out of AppExchange App Analytics data collection |
Request Lifecycle
New → Pending → Complete → (download within expiration window)
→ Expired (download URL no longer valid)
→ Delivered (download confirmed received)
→ Failed (check errorMessage)
→ NoData (no matching records for the criteria)
Common Patterns
Query Package Usage Summary (last 7 days)
Create a record via the REST API:
POST /services/data/v60.0/sobjects/AppAnalyticsQueryRequest
Content-Type: application/json
{
"DataType": "PackageUsageSummary",
"StartTime": "<7-days-ago>T00:00:00Z",
"EndTime": "<today-on-hour-boundary>T00:00:00Z",
"PackageIds": "033XXXXXXXXXXXX",
"FileType": "csv",
"FileCompression": "gzip"
}
Poll the record via GET until RequestState reaches Complete, then download from DownloadUrl.
Incremental Data Retrieval
Set AvailableSince to the timestamp of your last successful query completion to avoid re-downloading data you already have.
Enable Simulation Mode for Testing
Deploy AppAnalyticsSettings via Metadata API with enableSimulationMode: true to query sample data without real subscribers.
High-Signal Gotchas
- AppAnalyticsQueryRequest is an sObject — create and poll records via the REST Data API (
/sobjects/AppAnalyticsQueryRequest), NOT via Metadata API XML deployment. - AppAnalyticsQueryRequest does NOT have Apex triggers and does NOT flow through custom objects or Flows.
- Download URLs expire — always check
DownloadExpirationTimebefore attempting download. EndTimeshould be set on an hour boundary for consistent results.AvailableSinceis inclusive — data indexed at exactly that timestamp will be included.PackageIdsuses 033-prefix IDs, not 04t (package version) IDs.- Data is processed asynchronously by the ISV Intelligence Data Lake infrastructure. There is no synchronous query option.
FileType: parquetwithFileCompression: snappygives optimal performance for large datasets.
Output Format
Analytics task: <query / configure / troubleshoot>
Data type: <PackageUsageSummary / PackageUsageLog / SubscriberSnapshot>
Package IDs: <033-prefixed IDs>
Time range: <startTime> to <endTime>
File format: <csv|parquet> / <none|gzip|snappy>
Request state: <current state>
Next step: <poll for completion / download / investigate failure>