Meltwater Analyze API

Analyze data with metrics and KPIs for LLM prompts

Documentation GitHub OpenAPI

Operations 1

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

POST /analytics/analyze Run an analytics query with nested analyses · Perform analytics analysis #

Ask an LLM

“How do I run an analytics query over a date range in Meltwater?”

“Can I nest one analysis inside another in a single analytics request?”

Tell an agent

Run analysis {analysis} on query {query} from the {provider} provider over {period} in {tz}.

Analyze {provider} data for {period} using timezone {tz}, with query {query} and analysis {analysis}, for company {company_id}.

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OpenAPI Specification

openapi: 3.2.0
info:
  title: Meltwater API v4 Analyze API
  description: 'The Meltwater Public API v4 provides unified access to

    content export and analytics across Meltwater Explore+

    data sources, plus LLM lens prompts.


    ## Key Features

    - Unified query interface across all data sources

    - Consistent pagination and error handling

    - Comprehensive analytics with nested analysis support'
  contact:
    name: Meltwater API Support
    url: https://developer.meltwater.com/
    email: support@api.meltwater.com
  version: 4.0.0-beta
servers:
- url: https://api.meltwater.com/v4
  description: Production server
security:
- apiKey: []
tags:
- name: Analyze
  description: Analyze data with metrics and KPIs for LLM prompts
paths:
  /analytics/analyze:
    post:
      tags:
      - Analyze
      summary: Perform analytics analysis
      description: Execute analytics queries with support for nested analyses.
      operationId: analyze
      parameters:
      - $ref: '#/components/parameters/CompanyId'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/analytics-query'
            examples:
              Metrics:
                summary: Fetch metrics for LLM prompts
                value:
                  provider: llm
                  tz: UTC
                  period:
                    start: '2024-01-01T00:00:00'
                    end: '2024-01-31T23:59:59'
                  query:
                    prompts:
                      all:
                      - 65f0a1b2c3d4e5f600000001
                  analysis:
                    type: metrics
                    metrics:
                    - mentions
                    - prominence
                    - sentiment
              date_histogram:
                summary: Daily mentions trend for LLM prompts
                value:
                  provider: llm
                  tz: UTC
                  period:
                    start: '2024-01-01T00:00:00'
                    end: '2024-01-31T23:59:59'
                  query:
                    prompts:
                      all:
                      - 65f0a1b2c3d4e5f600000001
                  analysis:
                    type: date_histogram
                    granularity: day
                    analysis:
                      type: metrics
                      metrics:
                      - mentions
              llm_prompt_folders:
                summary: Mentions for prompts in a folder
                value:
                  provider: llm
                  tz: UTC
                  period:
                    start: '2024-01-01T00:00:00'
                    end: '2024-01-31T23:59:59'
                  query:
                    prompt_folders:
                      all:
                      - 65f0a1b2c3d4e5f600000001
                  analysis:
                    type: metrics
                    metrics:
                    - mentions
              top_terms:
                summary: Top LLMs by mentions for a prompt
                value:
                  provider: llm
                  tz: UTC
                  period:
                    start: '2024-01-01T00:00:00'
                    end: '2024-01-31T23:59:59'
                  query:
                    prompts:
                      all:
                      - 65f0a1b2c3d4e5f600000001
                  analysis:
                    type: top_terms
                    dimension: llms
                    limit: 5
                    analysis:
                      type: metrics
                      metrics:
                      - mentions
      responses:
        '200':
          description: Analysis results
          content:
            application/json:
              schema:
                type: object
                properties:
                  provider:
                    type: string
                    enum:
                    - llm
                  tz:
                    type: string
                    description: IANA timezone name (e.g. America/New_York, UTC)
                  period:
                    $ref: '#/components/schemas/analysis-period'
                  query:
                    $ref: '#/components/schemas/query'
                  analysis:
                    $ref: '#/components/schemas/analysis'
                  result:
                    type: object
                    properties:
                      document_count:
                        type: integer
                        description: Total number of matching documents. Not present for all analytic types.
                      analysis:
                        description: Analysis results. Structure varies by analysis type.
              examples:
                Metrics:
                  summary: Metrics for LLM prompts
                  value:
                    provider: llm
                    tz: UTC
                    period:
                      start: '2024-01-01T00:00:00'
                      end: '2024-01-31T23:59:59'
                    query:
                      prompts:
                        all:
                        - 65f0a1b2c3d4e5f600000001
                    analysis:
                      type: metrics
                      metrics:
                      - mentions
                      - prominence
                      - sentiment
                    result:
                      analysis:
                        mentions: 1284
                        prominence: 42.75
                        sentiment: 0.63
                Date Histogram:
                  summary: Daily mentions trend for LLM prompts
                  value:
                    provider: llm
                    tz: UTC
                    period:
                      start: '2024-01-01T00:00:00'
                      end: '2024-01-31T23:59:59'
                    query:
                      prompts:
                        all:
                        - 65f0a1b2c3d4e5f600000001
                    analysis:
                      type: date_histogram
                      granularity: day
                      analysis:
                        type: metrics
                        metrics:
                        - mentions
                    result:
                      analysis:
                      - key: '2024-01-01T00:00:00'
                        analysis:
                          mentions: 42
                      - key: '2024-01-02T00:00:00'
                        analysis:
                          mentions: 57
                Top Terms with Metrics:
                  summary: Top LLMs by mentions for a prompt folder
                  value:
                    provider: llm
                    tz: UTC
                    period:
                      start: '2024-01-01T00:00:00'
                      end: '2024-01-31T23:59:59'
                    query:
                      prompt_folders:
                        all:
                        - 65f0a1b2c3d4e5f600000001
                    analysis:
                      type: top_terms
                      dimension: llms
                      limit: 5
                      analysis:
                        type: metrics
                        metrics:
                        - mentions
                    result:
                      analysis:
                      - key: ChatGPT
                        analysis:
                          mentions: 812
                      - key: Gemini
                        analysis:
                          mentions: 534
                      - key: Copilot
                        analysis:
                          mentions: 201
        '400':
          $ref: '#/components/responses/Error'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
        '422':
          $ref: '#/components/responses/Error'
components:
  parameters:
    CompanyId:
      name: company_id
      in: query
      description: Company which owns the resource. If not specified, your default company is used.
      required: false
      schema:
        type: string
  schemas:
    id-filter:
      type: object
      properties:
        all:
          type: array
          items:
            type: integer
        any:
          type: array
          items:
            type: integer
        none:
          type: array
          items:
            type: integer
    analysis-period:
      type: object
      description: Time range for the analysis. Both start and end are required (ISO 8601 datetimes without timezone).
      required:
      - start
      - end
      properties:
        start:
          type: string
          description: Start of the date range (ISO 8601 datetime without timezone, e.g. 2024-01-01T00:00:00).
        end:
          type: string
          description: End of the date range (ISO 8601 datetime without timezone, e.g. 2024-01-31T23:59:59).
    query:
      type: object
      properties:
        prompts:
          type: object
          description: Prompt IDs to query. Used when provider is [llm]; at least one ID in [all] or [any], unless prompt_folders is supplied instead.
          properties:
            all:
              type: array
              items:
                type: string
            any:
              type: array
              items:
                type: string
            none:
              type: array
              items:
                type: string
        prompt_folders:
          type: object
          description: Prompt folder IDs to query, selecting prompts by the folder they belong to. Used when provider is [llm]; at least one ID in [all] or [any], unless prompts is supplied instead. When combined with prompts, both must match.
          properties:
            all:
              type: array
              items:
                type: string
            any:
              type: array
              items:
                type: string
            none:
              type: array
              items:
                type: string
        filters:
          type: object
          description: Optional filters to apply to the query.
          properties:
            tags:
              $ref: '#/components/schemas/id-filter'
            post_types:
              $ref: '#/components/schemas/string-filter'
            languages:
              $ref: '#/components/schemas/string-filter'
            filter_sets:
              $ref: '#/components/schemas/id-filter'
            custom_categories:
              $ref: '#/components/schemas/id-filter'
            author_lists:
              $ref: '#/components/schemas/id-filter'
            custom_fields:
              type: object
              description: Custom field filters keyed by custom field ID.
              additionalProperties:
                $ref: '#/components/schemas/id-filter'
            sources:
              $ref: '#/components/schemas/string-filter'
            countries:
              $ref: '#/components/schemas/string-filter'
            sentiments:
              $ref: '#/components/schemas/string-filter'
    analytics-query:
      type: object
      required:
      - provider
      - tz
      - period
      - query
      - analysis
      properties:
        provider:
          type: string
          enum:
          - llm
        tz:
          type: string
          description: IANA timezone name (e.g. America/New_York, UTC)
        period:
          $ref: '#/components/schemas/analysis-period'
        query:
          $ref: '#/components/schemas/query'
        analysis:
          $ref: '#/components/schemas/analysis'
    string-filter:
      type: object
      properties:
        all:
          type: array
          items:
            type: string
        any:
          type: array
          items:
            type: string
        none:
          type: array
          items:
            type: string
    analysis:
      type: object
      required:
      - type
      properties:
        type:
          type: string
          enum:
          - document_count
          - date_histogram
          - metrics
          - top_terms
          description: Type of analysis to perform
        dimension:
          type: string
          description: Dimension to group results by (for top_terms)
        limit:
          type: integer
          minimum: 1
          maximum: 100
          description: Maximum number of results to return (for top_terms). Minimum number of terms is 1 while maximum is dimension dependent but never higher than 100
        granularity:
          type: string
          enum:
          - day
          - week
          - month
          description: Time granularity (for date_histogram)
        metrics:
          type: array
          items:
            type: string
          description: Metrics to calculate (for metrics and top_terms types)
        analysis:
          description: Nested sub-analysis
          allOf:
          - $ref: '#/components/schemas/analysis'
    error:
      type: object
      required:
      - code
      - message
      properties:
        code:
          type: string
          description: Machine-readable error code
          enum:
          - INVALID_QUERY
          - RESOURCE_NOT_FOUND
          - UNAUTHORIZED
          - FORBIDDEN
          - RATE_LIMITED
          - INTERNAL_ERROR
          - VALIDATION_ERROR
          - PROVIDER_ERROR
        message:
          type: string
          description: Human-readable error message
        details:
          type: object
          description: Additional error context
          additionalProperties: true
        request_id:
          type: string
          description: Unique request identifier for debugging
  responses:
    Unauthorized:
      description: Authentication required
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/error'
          example:
            code: UNAUTHORIZED
            message: Not Authorized
            request_id: 123e4567-e89b-12d3-a456-426614174000
    Error:
      description: Error response
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/error'
    NotFound:
      description: Resource not found
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/error'
          example:
            code: RESOURCE_NOT_FOUND
            message: Not Found
            request_id: 123e4567-e89b-12d3-a456-426614174000
  securitySchemes:
    apiKey:
      type: apiKey
      in: header
      name: apikey
x-tagGroups:
- name: Content
  tags:
  - Export
- name: Analytics
  tags:
  - Analyze
- name: Account
  tags:
  - LLM