GrowthBook Learnings API
Saved learnings captured across experiments, including AI-discovered patterns.
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OpenAPI Specification
openapi: 3.2.0
info:
version: 5.1.0
title: GrowthBook REST Learnings API
description: 'GrowthBook offers a full REST API for interacting with the application. Request data can use either JSON or Form data encoding (with proper `Content-Type` headers). All response bodies are JSON-encoded. The API base URL for GrowthBook Cloud is `https://api.growthbook.io/api`. For self-hosted deployments, it is the same as your API_HOST environment variable (defaults to `http://localhost:3100/api`). The rest of these docs will assume you are using GrowthBook Cloud. ## Versioning
Endpoints are versioned by path prefix:
- `/v1/...` — stable, widely-supported endpoints
- `/v2/...` — updated endpoints with improved shapes (e.g. unified per-rule environment scope for feature flags)
New integrations should prefer v2 where available. Feature-flag and metric v1 routes are deprecated: they are tagged **LEGACY** in the sidebar and collapsed by default. Use the matching v2 group when both exist. ## Authentication
We support both the HTTP Basic and Bearer authentication schemes for convenience. You first need to generate a new API Key in GrowthBook. Different keys have different permissions:
- **Personal Access Tokens**: These are sensitive and provide the same level of access as the user has to an organization, or less if the token''s permissions are limited. These can be created by going to `Personal Access Tokens` under your user menu. Members with the API Keys **Manage members'' tokens** permission can disable a member''s token under `Settings -> Manage PATs`, and admins can require new tokens to expire within a maximum lifetime. - **Secret Keys**: These are sensitive and provide the level of access of the role they are given, which can be any built-in or custom role, with optional per-project role overrides and environment limits. Managing Secret Keys on behalf of an organization takes the API Keys permissions. These can be created by going to `Settings -> API Keys`, where Admins can also require new Secret Keys to expire within a maximum lifetime. If using HTTP Basic auth, pass the Secret Key as the username and leave the password blank (when using curl, add `:` at the end of the secret to indicate an empty password)
```bash
curl https://api.growthbook.io/api/v1/features \
-u secret_abc123DEF456:
```
If using Bearer auth, pass the Secret Key as the token:
```bash
curl https://api.growthbook.io/api/v1/features \
-H "Authorization: Bearer secret_abc123DEF456"
```
If a key has an expiration date, every response includes it in the `X-GrowthBook-Key-Expires-At` header (ISO 8601), so scripts can warn before the key stops working. Requests made with an expired key fail with a `401` that says where to create a replacement. See Expiration for choosing a key''s expiration, the warnings before it lapses, and the organization policies. ## Naming who asked
Requests made with a Secret Key may add an `X-GrowthBook-Requested-By` header naming the organization member who asked for the change, as a user id or an email address. History, revision logs and webhooks show that member next to the key. Each key''s settings under `Settings -> API Keys`:
- **Header**: **Optional** (the default) uses the header when it''s sent, **Required** rejects requests without it, and **Rejected** rejects requests that send it, each with a 400. - **Permissions**, when a member is named:
- **Assume member''s role** (the default): the request acts as that member, with only what both the key and the member can do, so the header can narrow a key but never widen it. Drafts, owners, `mine` filters and reviews are the member''s. The member''s rights over their own drafts, comments and verdicts apply only where the key''s own role allows the same action. - **Use key''s role**: the key acts as itself, with its own permissions, and the name is only recorded in history. Drafts, verdicts and ownership are the key''s, as when no member is named.'
servers:
- url: https://api.growthbook.io/api
description: GrowthBook Cloud
- url: https://{domain}/api
description: Self-hosted GrowthBook
variables:
domain:
default: localhost:3100
description: Your self-hosted GrowthBook host (and port)
security:
- bearerAuth: []
- basicAuth: []
tags:
- name: Learnings
x-displayName: Learnings
description: Saved learnings captured across experiments, including AI-discovered patterns.
paths:
/v1/learnings/{id}:
get:
operationId: getLearning
summary: Get a single learning
tags:
- Learnings
parameters:
- name: id
in: path
required: true
description: ''
schema:
type: string
responses:
'200':
description: Successful response
content:
application/json:
schema:
type: object
properties:
learning:
$ref: '#/components/schemas/Learning'
required:
- learning
additionalProperties: false
x-codeSamples:
- lang: cURL
source: "curl -X GET 'https://api.growthbook.io/api/v1/learnings/{id}' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
delete:
operationId: deleteLearning
summary: Delete a single learning
tags:
- Learnings
parameters:
- name: id
in: path
required: true
description: ''
schema:
type: string
responses:
'200':
description: Resource deleted
content:
application/json:
schema:
type: object
properties:
deletedId:
type: string
required:
- deletedId
additionalProperties: false
'202':
$ref: '#/components/responses/ConfirmationHeld'
x-codeSamples:
- lang: cURL
source: "curl -X DELETE 'https://api.growthbook.io/api/v1/learnings/{id}' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
put:
operationId: updateLearning
summary: Update a single learning
tags:
- Learnings
parameters:
- name: id
in: path
required: true
description: ''
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
title:
type: string
text:
type: string
tags:
type: array
items:
type: string
supportingExperimentIds:
type: array
items:
type: string
contradictingExperimentIds:
type: array
items:
type: string
projects:
type: array
items:
type: string
status:
description: ID of a learning status configured at the org level (Settings → General → Experiment Settings). Omit or pass an empty string for no status.
type: string
additionalProperties: false
responses:
'200':
description: Resource updated
content:
application/json:
schema:
type: object
properties:
learning:
$ref: '#/components/schemas/Learning'
required:
- learning
additionalProperties: false
'202':
$ref: '#/components/responses/ConfirmationHeld'
x-codeSamples:
- lang: cURL
source: "curl -X PUT 'https://api.growthbook.io/api/v1/learnings/{id}' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
/v1/learnings:
post:
operationId: createLearning
summary: Create a single learning
tags:
- Learnings
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
title:
type: string
text:
type: string
tags:
type: array
items:
type: string
supportingExperimentIds:
type: array
items:
type: string
contradictingExperimentIds:
type: array
items:
type: string
projects:
type: array
items:
type: string
status:
description: ID of a learning status configured at the org level (Settings → General → Experiment Settings). Omit or pass an empty string for no status.
type: string
owner:
description: The userId or email address of the owner. If an email address is provided, it will be used to look up the userId of the matching organization member. If an ID is provided, it will be validated as existing in the organization.
type: string
required:
- title
additionalProperties: false
responses:
'200':
description: Resource created
content:
application/json:
schema:
type: object
properties:
learning:
$ref: '#/components/schemas/Learning'
required:
- learning
additionalProperties: false
'202':
$ref: '#/components/responses/ConfirmationHeld'
x-codeSamples:
- lang: cURL
source: "curl -X POST 'https://api.growthbook.io/api/v1/learnings' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
get:
operationId: listLearnings
summary: Get all learnings
tags:
- Learnings
parameters:
- name: projectId
in: query
description: ''
schema:
type: string
- name: experimentId
in: query
description: Only return learnings that reference this experiment
schema:
description: Only return learnings that reference this experiment
type: string
- name: tag
in: query
description: ''
schema:
type: string
- name: status
in: query
description: ''
schema:
type: string
responses:
'200':
description: Successful response
content:
application/json:
schema:
type: object
properties:
learnings:
type: array
items:
$ref: '#/components/schemas/Learning'
required:
- learnings
additionalProperties: false
x-codeSamples:
- lang: cURL
source: "curl -X GET 'https://api.growthbook.io/api/v1/learnings' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
/v1/learnings/search:
post:
operationId: searchLearnings
summary: Search saved Learnings by meaning rather than keyword
tags:
- Learnings
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
query:
description: Natural-language query to rank learnings against
type: string
limit:
type: integer
exclusiveMinimum: 0
maximum: 50
projectId:
type: string
required:
- query
additionalProperties: false
responses:
'200':
description: Resource created
content:
application/json:
schema:
type: object
properties:
learnings:
type: array
items:
$ref: '#/components/schemas/learnings'
required:
- learnings
additionalProperties: false
x-codeSamples:
- lang: cURL
source: "curl -X POST 'https://api.growthbook.io/api/v1/learnings/search' \\\n -H 'Authorization: Bearer YOUR_API_KEY'"
components:
responses:
ConfirmationHeld:
description: Held until a person confirms it in GrowthBook. Poll the Location until the confirmation completes.
headers:
Location:
description: The confirmation to poll
schema:
type: string
Retry-After:
description: Seconds to wait before polling
schema:
type: integer
content:
application/json:
schema:
$ref: '#/components/schemas/ConfirmationHeld'
schemas:
Learning:
type: object
properties:
id:
type: string
dateCreated:
type: string
format: date-time
dateUpdated:
type: string
format: date-time
owner:
description: The userId of the owner (or raw owner name/email for legacy records)
type: string
ownerEmail:
description: The email address of the owner, when the owner can be resolved to a known user.
type: string
authors:
type: array
items:
type: string
title:
type: string
text:
type: string
tags:
type: array
items:
type: string
supportingExperimentIds:
type: array
items:
type: string
contradictingExperimentIds:
type: array
items:
type: string
projects:
type: array
items:
type: string
status:
type: string
source:
type: string
enum:
- ai
- manual
- api
required:
- id
- dateCreated
- dateUpdated
- owner
- authors
- title
- text
- tags
- supportingExperimentIds
- contradictingExperimentIds
- projects
- status
- source
additionalProperties: false
Confirmation:
type: object
properties:
id:
type: string
status:
type: string
enum:
- pending
- running
- completed
- rejected
- expired
actions:
type: array
items:
type: object
properties:
action:
type: string
enum:
- feature.create
- feature.draft
- feature.review
- feature.publish
- feature.archive
- feature.delete
- feature.other
- experiment.create
- experiment.draft
- experiment.start
- experiment.stop
- experiment.targeting
- experiment.traffic
- experiment.phases
- experiment.visualEditor
- experiment.other
- savedGroup.create
- savedGroup.draft
- savedGroup.review
- savedGroup.publish
- savedGroup.archive
- savedGroup.delete
- savedGroup.other
- constant.create
- constant.draft
- constant.review
- constant.publish
- constant.archive
- constant.delete
- constant.other
- config.create
- config.draft
- config.review
- config.publish
- config.archive
- config.delete
- config.other
- rampSchedule.create
- rampSchedule.start
- rampSchedule.pause
- rampSchedule.progression
- rampSchedule.approve
- rampSchedule.edit
- rampSchedule.delete
- rampSchedule.other
- settings.approvals
- settings.other
- access.members
- access.teams
- customHook.create
- customHook.edit
- customHook.delete
- environment.create
- environment.edit
- environment.delete
- project.create
- project.edit
- project.delete
- attribute.create
- attribute.edit
- attribute.delete
- customField.create
- customField.edit
- customField.delete
- sdkConnection.create
- sdkConnection.edit
- sdkConnection.delete
- metric.create
- metric.edit
- metric.delete
- factTable.create
- factTable.edit
- factTable.delete
- segment.create
- segment.edit
- segment.delete
- dimension.create
- dimension.edit
- dimension.delete
- override.ignoreWarnings
- override.skipSchemaValidation
- override.skipHooks
- override.bypassApproval
- override.restBypassesReviews
- override.draftLimit
- override.skipChecklist
- override.bypassDuplicateKeyCheck
- other.write
environments:
type: array
items:
type: string
required:
- action
- environments
additionalProperties: false
summary:
type: string
url:
type: string
expiresAt:
type: string
response:
anyOf:
- type: object
properties:
status:
type: number
body: {}
required:
- status
- body
additionalProperties: false
- type: 'null'
note:
anyOf:
- type: string
- type: 'null'
required:
- id
- status
- actions
- summary
- url
- expiresAt
- response
- note
additionalProperties: false
learnings:
type: object
properties:
id:
type: string
dateCreated:
type: string
format: date-time
dateUpdated:
type: string
format: date-time
owner:
description: The userId of the owner (or raw owner name/email for legacy records)
type: string
ownerEmail:
description: The email address of the owner, when the owner can be resolved to a known user.
type: string
authors:
type: array
items:
type: string
title:
type: string
text:
type: string
tags:
type: array
items:
type: string
supportingExperimentIds:
type: array
items:
type: string
contradictingExperimentIds:
type: array
items:
type: string
projects:
type: array
items:
type: string
status:
type: string
source:
type: string
enum:
- ai
- manual
- api
similarity:
description: Cosine similarity of the learning to the query (0-1)
type: number
required:
- id
- dateCreated
- dateUpdated
- owner
- authors
- title
- text
- tags
- supportingExperimentIds
- contradictingExperimentIds
- projects
- status
- source
- similarity
additionalProperties: false
ConfirmationHeld:
type: object
properties:
confirmation:
$ref: '#/components/schemas/Confirmation'
message:
type: string
required:
- confirmation
- message
additionalProperties: false
$defs:
Confirmation:
id: Confirmation
type: object
properties:
id:
type: string
status:
type: string
enum:
- pending
- running
- completed
- rejected
- expired
actions:
type: array
items:
type: object
properties:
action:
type: string
enum:
- feature.create
- feature.draft
- feature.review
- feature.publish
- feature.archive
- feature.delete
- feature.other
- experiment.create
- experiment.draft
- experiment.start
- experiment.stop
- experiment.targeting
- experiment.traffic
- experiment.phases
- experiment.visualEditor
- experiment.other
- savedGroup.create
- savedGroup.draft
- savedGroup.review
- savedGroup.publish
- savedGroup.archive
- savedGroup.delete
- savedGroup.other
- constant.create
- constant.draft
- constant.review
- constant.publish
- constant.archive
- constant.delete
- constant.other
- config.create
- config.draft
- config.review
- config.publish
- config.archive
- config.delete
- config.other
- rampSchedule.create
- rampSchedule.start
- rampSchedule.pause
- rampSchedule.progression
- rampSchedule.approve
- rampSchedule.edit
- rampSchedule.delete
- rampSchedule.other
- settings.approvals
- settings.other
- access.members
- access.teams
- customHook.create
- customHook.edit
- customHook.delete
- environment.create
- environment.edit
- environment.delete
- project.create
- project.edit
- project.delete
- attribute.create
- attribute.edit
- attribute.delete
- customField.create
- customField.edit
- customField.delete
- sdkConnection.create
- sdkConnection.edit
- sdkConnection.delete
- metric.create
- metric.edit
- metric.delete
- factTable.create
- factTable.edit
- factTable.delete
- segment.create
- segment.edit
- segment.delete
- dimension.create
- dimension.edit
- dimension.delete
- override.ignoreWarnings
- override.skipSchemaValidation
- override.skipHooks
- override.bypassApproval
- override.restBypassesReviews
- override.draftLimit
- override.skipChecklist
- override.bypassDuplicateKeyCheck
- other.write
environments:
type: array
items:
type: string
required:
- action
- environments
additionalProperties: false
summary:
type: string
url:
type: string
expiresAt:
type: string
response:
anyOf:
- type: object
properties:
status:
type: number
body: {}
required:
- status
- body
additionalProperties: false
- type: 'null'
note:
anyOf:
- type: string
- type: 'null'
required:
- id
- status
- actions
- summary
- url
- expiresAt
- response
- note
additionalProperties: false
securitySchemes:
bearerAuth:
type: http
scheme: bearer
description: 'If using Bearer auth, pass the Secret Key as the token:
```bash
curl https://api.growthbook.io/api/v1/features -H "Authorization: Bearer secret_abc123DEF456"
```
'
basicAuth:
type: http
scheme: basic
description: 'If using HTTP Basic auth, pass the Secret Key as the username and leave the password blank:
```bash
curl https://api.growthbook.io/api/v1/features -u secret_abc123DEF456:
# The ":" at the end stops curl from asking for a password
```
'
x-tagGroups:
- name: Endpoints
tags:
- projects
- environments
- features-v2
- feature-revisions-v2
- features
- feature-revisions
- ramp-schedules
- data-sources
- fact-tables
- fact-metrics
- metrics
- experiments
- namespaces
- snapshots
- dimensions
- segments
- reports
- sdk-connections
- visual-changesets
- saved-groups
- saved-group-revisions
- constants
- constant-revisions
- configs
- config-revisions
- releases
- custom-hooks
- organizations
- members
- code-references
- archetypes
- queries
- settings
- attributes
- usage
- meta
- ContextualBandits
- Dashboards
- ContextualBanditQueries
- CustomFields
- MetricGroups
- Teams
- ExperimentTemplates
- AnalyticsExplorations
- RampScheduleTemplates
- Learnings
- Holdouts
- AutoRuns
- Populations
- name: Models
tags:
- AggregatedFactTable_model
- AnalyticsExploration_model
- Archetype_model
- Attribute_model
- AutoRun_model
- CodeRef_model
- Config_model
- ConfigKeyUsage_model
- ConfigLineage_model
- ConfigReferences_model
- ConfigRevision_model
- ConfigRevisionActivityLogEntry_model
- ConfigRevisionRef_model
- ConfigRevisionReview_model
- ConfigSchemaExport_model
- ConfigSchemaSource_model
- ConfigSchemaVerify_model
- ConfigSchemaWarning_model
- Confirmation_model
- ConfirmationHeld_model
- Constant_model
- ConstantReferences_model
- ConstantRevision_model
- ConstantRevisionActivityLogEntry_model
- ConstantRevisionRef_model
- ConstantRevisionReview_model
- ContextualBandit_model
- ContextualBanditQuery_model
- CustomField_model
- CustomHook_model
- Dashboard_model
- DataSource_model
- Dimension_model
- Environment_model
- EventUser_model
- Experiment_model
- Experiment Rule_model
- ExperimentAnalysisSettings_model
- ExperimentDecisionFrameworkSettings_model
- ExperimentMetric_model
- ExperimentMetricOverrideEntry_model
- ExperimentResults_model
- ExperimentSnapshot_model
- ExperimentTemplate_model
- ExperimentWithEnhancedStatus_model
- FactMetric_model
- FactTable_model
- FactTableColumn_model
- FactTableFilter_model
- FeatureBaseRule_model
- FeatureContextualBanditRefRule_model
- FeatureDefinition_model
- FeatureEnvironmentV1_model
- FeatureEnvironmentV2_model
- FeatureExperimentRefRule_model
- FeatureExperimentRule_model
- FeatureForceRule_model
- FeatureRevisionRef_model
- FeatureRevisionSummary_model
- FeatureRevisionV1_model
- FeatureRevisionV2_model
- FeatureRolloutRule_model
- FeatureRuleV1_model
- FeatureRuleV2_model
- FeatureSafeRolloutRule_model
- FeatureV1_model
- FeatureV2_model
- FeatureWithRevisionsV1_model
- FeatureWithRevisionsV2_model
- Holdout_model
- InformationSchema_model
- InformationSchemaTable_model
- Learning_model
- LookbackOverride_model
- Member_model
- Metric_model
- MetricAnalysis_model
- MetricGroup_model
- MetricUsage_model
- Namespace_model
- NamespaceExperimentMember_model
- Organization_model
- PaginationFields_model
- Population_model
- Project_model
- Query_model
- RampSchedule_model
- RampScheduleTemplate_model
- Report_model
- RequireReviewRule_model
- RequireReviewRuleInput_model
- RevisionIdRef_model
- Safe Rollout Rule_model
- SavedGroup_model
- SavedGroupApprovalRule_model
- SavedGroupReferenceResource_model
- SavedGroupReferences_model
- SavedGroupRevision_model
- SavedGroupRevisionActivityLogEntry_model
- SavedGroupRevisionRef_model
- SavedGroupRevisionReview_model
- ScheduleRule_model
- ScheduledStopPlan_model
- SdkConnection_model
- Segment_model
- Settings_model
- Targeting Rule_model
- TargetingReviewRule_model
- Team_model
- VisualChange_model
- VisualChangeset_model
- VisualEditorCbExperimentStub_model
x-provenance:
method: harvested
publisher: GrowthBook
source: https://docs.growthbook.io/openapi.yaml
note: split by refine-openapis from the provider's own published document, verified by fetch (openapi/_original/*.fetch.json);
stamped by stamp-openapi-provenance.py (roadmap#793)