> ## Documentation Index
> Fetch the complete documentation index at: https://docs.devtune.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Detect intelligence anomalies

> Detects unusual shifts in primary citations and presence rate using rolling baseline analysis.



## OpenAPI

````yaml /openapi.json get /projects/{projectId}/intelligence/anomalies
openapi: 3.1.0
info:
  title: DevTune API
  version: 2.0.0
  description: >-
    API for programmatic access to your AI visibility data, webhook
    subscriptions, and automation workflows. Use this API to integrate DevTune
    data into CI/CD pipelines, BI tools, AI agents, and operational systems.
servers:
  - url: https://devtune.ai/api/v2
    description: Production
security:
  - bearerAuth: []
paths:
  /projects/{projectId}/intelligence/anomalies:
    get:
      summary: Detect intelligence anomalies
      description: >-
        Detects unusual shifts in primary citations and presence rate using
        rolling baseline analysis.
      operationId: getIntelligenceAnomalies
      parameters:
        - name: projectId
          in: path
          required: true
          schema:
            type: string
            format: uuid
        - name: windowDays
          in: query
          schema:
            type: integer
            default: 30
            enum:
              - 30
              - 90
          description: >-
            Fixed rolling window in days. Supported values are 30 and 90.
            Defaults to 30.
        - name: sensitivity
          in: query
          schema:
            type: string
            enum:
              - low
              - medium
              - high
      responses:
        '200':
          description: Detected anomalies
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    type: object
                    properties:
                      anomalies:
                        type: array
                        items:
                          type: object
                          properties:
                            date:
                              type: string
                              format: date
                            metric:
                              type: string
                            currentValue:
                              type: number
                            baselineValue:
                              type: number
                            deltaPercent:
                              type: number
                              minimum: -100
                              description: >-
                                Relative percentage change from the rolling
                                baseline, expressed on a percentage scale where
                                -100 means the metric fell to zero and positive
                                values above 100 indicate more than doubling.
                            zScore:
                              type: number
                            severity:
                              type: string
                            direction:
                              type: string
                      window:
                        type: object
                        properties:
                          days:
                            type: integer
                          dateFrom:
                            type: string
                            format: date
                          dateTo:
                            type: string
                            format: date
                        required:
                          - days
                          - dateFrom
                          - dateTo
                      summary:
                        type: object
                        properties:
                          total:
                            type: integer
                          citationAnomalies:
                            type: integer
                          presenceRateAnomalies:
                            type: integer
                          window:
                            type: object
                            properties:
                              days:
                                type: integer
                              dateFrom:
                                type: string
                                format: date
                              dateTo:
                                type: string
                                format: date
                            required:
                              - days
                              - dateFrom
                              - dateTo
                          sensitivity:
                            type: string
                            enum:
                              - low
                              - medium
                              - high
                          dataPoints:
                            type: integer
                        required:
                          - total
                          - citationAnomalies
                          - presenceRateAnomalies
                          - window
                          - sensitivity
                          - dataPoints
                    required:
                      - anomalies
                      - window
                      - summary
                  meta:
                    $ref: '#/components/schemas/Meta'
        '400':
          $ref: '#/components/responses/BadRequestError'
        '401':
          $ref: '#/components/responses/UnauthorizedError'
        '403':
          $ref: '#/components/responses/ForbiddenError'
        '429':
          $ref: '#/components/responses/RateLimitExceededError'
components:
  schemas:
    Meta:
      type: object
      properties:
        timestamp:
          type: string
          format: date-time
        projectId:
          type: string
          format: uuid
    Error:
      type: object
      properties:
        error:
          type: string
        message:
          type: string
        status:
          type: integer
      required:
        - error
        - message
        - status
  responses:
    BadRequestError:
      description: Bad request
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    UnauthorizedError:
      description: Unauthorized
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    ForbiddenError:
      description: Forbidden
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    RateLimitExceededError:
      description: Rate limit exceeded
      headers:
        X-RateLimit-Limit:
          $ref: '#/components/headers/X-RateLimit-Limit'
        X-RateLimit-Remaining:
          $ref: '#/components/headers/X-RateLimit-Remaining'
        X-RateLimit-Reset:
          $ref: '#/components/headers/X-RateLimit-Reset'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  headers:
    X-RateLimit-Limit:
      description: Maximum requests per window
      schema:
        type: integer
    X-RateLimit-Remaining:
      description: Requests remaining in current window
      schema:
        type: integer
    X-RateLimit-Reset:
      description: Unix timestamp when the window resets
      schema:
        type: integer
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: >-
        API key with dtk_live_ prefix. Obtain it from API Keys in the account
        sidebar. New keys start with all supported scopes selected for the
        chosen project, and you can narrow them to specific read/write scopes as
        needed.

````