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

# Technographics

## Description

The **Technographics Enrichment** endpoint provides insights into the internal technologies used by companies. This data is valuable for **lead scoring, competitive analysis, and sales prospecting** by identifying the software, platforms, and tools adopted by businesses.

Technographic data is sourced from **multiple data vendors and public records**, combined with Explorium's proprietary data inference models for maximum accuracy. The dataset is **updated quarterly** to ensure fresh and relevant insights.

<AccordionGroup>
  <Accordion title="How It Works">
    * **Input:** Provide a `business_id` obtained from the **Match Businesses** API.
    * **Processing:** The system retrieves relevant technology stacks, including software, cloud providers, and infrastructure details.
    * **Output:** A structured response with categorized insights into a company's technology usage.
  </Accordion>

  <Accordion title="Best Practices">
    * **`Ensure you retrieve thebusiness_id`** using the **Match Businesses** API before making technographic enrichment requests.
    * **Leverage technographic insights** to personalize outreach and improve targeting for tech-related products.
    * **Combine firmographic and technographic data** for deeper analysis and refined audience segmentation.
    * **Use regular updates** to keep up with rapidly changing technology adoption trends.
  </Accordion>

  <Accordion title="Technographics Output Signal">
    | SignalAPI                     | Name                                            | Description                                                                      | Data Type |
    | :---------------------------- | :---------------------------------------------- | :------------------------------------------------------------------------------- | :-------- |
    | full\_tech\_stack             | Company's full tech stack                       | Full list of technologies used by the company in all categories.                 | array     |
    | full\_nested\_tech\_stack     | Company's full nested tech stack                | Full nested list of technologies used by the company.                            | array     |
    | testing\_and\_qa              | Testing and QA tech stack                       | List of testing and QA technologies used by the company.                         | array     |
    | sales                         | Sales tech stack                                | List of sales technologies used by the company.                                  | array     |
    | prog\_langs\_and\_frameworks  | Programming languages and frameworks tech stack | List of programming, languages, and frameworks technologies used by the company. | array     |
    | productivity\_and\_operations | Productivity and operations tech stack          | List of productivity and operations technologies used by the company.            | array     |
    | product\_and\_design          | Product and design tech stack                   | List of product and design technologies used by the company.                     | array     |
    | platform\_and\_storage        | Platform and storage tech stack                 | List of platform and storage technologies used by the company.                   | array     |
    | operations\_software          | Operations software tech stack                  | List of operations software technologies used by the company.                    | array     |
    | operations\_management        | Operations management tech stack                | List of operations management technologies used by the company.                  | array     |
    | marketing                     | Marketing tech stack                            | List of marketing technologies used by the company.                              | array     |
    | it\_security                  | IT security tech stack                          | List of IT security technologies used by the company.                            | array     |
    | it\_management                | IT management tech stack                        | List of IT management technologies used by the company.                          | array     |
    | hr                            | HR tech stack                                   | List of HR technologies used by the company.                                     | array     |
    | health\_tech                  | Health tech tech stack                          | List of health tech technologies used by the company.                            | array     |
    | finance\_and\_accounting      | Finance and accounting tech stack               | List of finance and accounting technologies used by the company.                 | array     |
    | ecommerce                     | Ecommerce tech stack                            | List of ecommerce technologies used by the company.                              | array     |
    | devops\_and\_development      | Devops and development tech stack               | List of devops and development technologies used by the company.                 | array     |
    | customer\_management          | Customer management tech stack                  | List of customer management technologies used by the company.                    | array     |
    | computer\_networks            | Computer networks tech stack                    | List of computer networks technologies used by the company.                      | array     |
    | communications                | Communications tech stack                       | List of communications technologies used by the company.                         | array     |
    | collaboration                 | Collaboration tech stack                        | List of collaboration technologies used by the company.                          | array     |
    | bi\_and\_analytics            | Business intelligence and analytics tech stack  | List of business, intelligence, and analytics technologies used by the company.  | array     |
  </Accordion>
</AccordionGroup>

<Icon icon="thumbtack" iconType="solid" color="red" /> For additional enrichment options, explore related API endpoints below.

## Body Params - Try Me Example

```
business_id: 8adce3ca1cef0c986b22310e369a0793
```


## OpenAPI

````yaml post /v1/businesses/technographics/enrich
openapi: 3.1.0
info:
  title: Partner Service
  version: 0.2.349
servers:
  - url: https://api.explorium.ai
    description: AgentSource Server
security: []
paths:
  /v1/businesses/technographics/enrich:
    post:
      tags:
        - BusinessEnrichments
      summary: Technographics
      operationId: businesses_technographics_enrich
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BusinessesEnrichRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: >-
                  #/components/schemas/BusinessesEnrichResponse_TechnographicsOutputSchema_
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
        - APIKeyHeader: []
        - APIKeyHeader: []
components:
  schemas:
    BusinessesEnrichRequest:
      properties:
        request_context:
          type: object
          title: Request Context
          example: null
          nullable: true
        parameters:
          type: object
          title: Parameters
          nullable: true
        business_id:
          type: string
          pattern: ^[a-f0-9]{32}$
          title: Business Id
      additionalProperties: false
      type: object
      required:
        - business_id
      title: BusinessesEnrichRequest
    BusinessesEnrichResponse_TechnographicsOutputSchema_:
      properties:
        response_context:
          $ref: '#/components/schemas/ResponseContext'
        data:
          anyOf:
            - $ref: '#/components/schemas/TechnographicsOutputSchema'
            - items:
                $ref: '#/components/schemas/TechnographicsOutputSchema'
              type: array
          title: Data
        entity_id:
          anyOf:
            - type: string
              pattern: ^[a-f0-9]{32}$
            - type: string
              pattern: ^[a-f0-9]{40}$
          title: Entity Id
      type: object
      required:
        - response_context
      title: BusinessesEnrichResponse[TechnographicsOutputSchema]
      description: 'This is base response model for all responses in partner service. '
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ResponseContext:
      properties:
        correlation_id:
          type: string
          title: Correlation Id
        request_status:
          $ref: '#/components/schemas/RequestStatus'
        time_took_in_seconds:
          type: number
          title: Time Took In Seconds
      type: object
      required:
        - correlation_id
        - request_status
        - time_took_in_seconds
      title: ResponseContext
    TechnographicsOutputSchema:
      properties:
        full_tech_stack:
          items:
            type: string
          type: array
          title: Full Tech Stack
        full_nested_tech_stack:
          items:
            type: object
          type: array
          title: Full Nested Tech Stack
        testing_and_qa:
          items:
            type: string
          type: array
          title: Testing And Qa
        sales:
          items:
            type: string
          type: array
          title: Sales
        prog_langs_and_frameworks:
          items:
            type: string
          type: array
          title: Prog Langs And Frameworks
        productivity_and_operations:
          items:
            type: string
          type: array
          title: Productivity And Operations
        product_and_design:
          items:
            type: string
          type: array
          title: Product And Design
        platform_and_storage:
          items:
            type: string
          type: array
          title: Platform And Storage
        operations_software:
          items:
            type: string
          type: array
          title: Operations Software
        operations_management:
          items:
            type: string
          type: array
          title: Operations Management
        marketing:
          items:
            type: string
          type: array
          title: Marketing
        it_security:
          items:
            type: string
          type: array
          title: It Security
        it_management:
          items:
            type: string
          type: array
          title: It Management
        hr:
          items:
            type: string
          type: array
          title: Hr
        health_tech:
          items:
            type: string
          type: array
          title: Health Tech
        finance_and_accounting:
          items:
            type: string
          type: array
          title: Finance And Accounting
        ecommerce:
          items:
            type: string
          type: array
          title: Ecommerce
        devops_and_development:
          items:
            type: string
          type: array
          title: Devops And Development
        customer_management:
          items:
            type: string
          type: array
          title: Customer Management
        computer_networks:
          items:
            type: string
          type: array
          title: Computer Networks
        communications:
          items:
            type: string
          type: array
          title: Communications
        collaboration:
          items:
            type: string
          type: array
          title: Collaboration
        bi_and_analytics:
          items:
            type: string
          type: array
          title: Bi And Analytics
      type: object
      title: TechnographicsOutputSchema
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
              - type: string
              - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
        - loc
        - msg
        - type
      title: ValidationError
    RequestStatus:
      type: string
      enum:
        - success
        - miss
        - failure
      title: RequestStatus
      description: >-
        The `RequestStatus` class is an enumeration that defines the possible
        statuses of a request.


        This enum is used to indicate whether a request was successful, missed,
        or failed. It ensures

        consistent handling of request statuses across the application.


        Attributes:
            SUCCESS: Indicates that the request was successfully processed.
            MISS: Indicates that the request did not find any matching data.
            FAILURE: Indicates that the request encountered an error or failure.
  securitySchemes:
    APIKeyHeader:
      type: apiKey
      in: header
      name: api_key

````