> ## Documentation Index > Fetch the complete documentation index at: https://docs.shareofmodel.ai/llms.txt > Use this file to discover all available pages before exploring further. # Generate personas with AI > Generate one or more personas using AI based on a brand, tag, country, language, and free-form prompt. Maximum 6 personas per request. Required permission: `write:analysis`. ## OpenAPI ````yaml https://openapi.shareofmodel.ai/swagger.json post /v1/organizations/{organization_id}/workspaces/{workspace_id}/personas/generate openapi: 3.0.3 info: title: Share Of Model API version: v1 description: >- ## Model Context Protocol (MCP) In addition to this REST API, Share of Model exposes a **Model Context Protocol** server that lets AI assistants (Claude Desktop, Claude Code, MCP Inspector, custom agents…) call our endpoints directly as tools. Any MCP-compatible client can interact with Share of Model without writing custom integration code — connect once with your usual login and start asking the assistant to query the data for you. ### Connecting from Claude Desktop Open **Settings → Connectors**, scroll to the bottom and click **Add custom connector**, then paste `https://mcp.shareofmodel.ai/mcp/`. A browser window opens for you to log in with your Share of Model account (same login as the web app), and the assistant gains access to the tools. ### Connecting from Claude Code ```bash claude mcp add --transport http share-of-model https://mcp.shareofmodel.ai/mcp/ ``` The first time you call a tool, Claude Code opens your browser to complete the login. ### Connecting from MCP Inspector ```bash npx @modelcontextprotocol/inspector ``` In the Inspector UI, pick **Streamable HTTP** as transport, paste `https://mcp.shareofmodel.ai/mcp/`, and click **Connect**. The first connection prompts you to log in. ### Available tools Only endpoints tagged `mcp` in this OpenAPI spec are exposed as MCP tools, and only read-only (`GET`) routes are exposed. Everything tagged `mcp` below is callable from any compliant MCP client. ### Example prompts Once connected, try asking your assistant things like: - _"List the workspaces I have access to."_ - _"Show me the latest searches in workspace X."_ - _"Compare the share of model between brand A and brand B over the last 30 days."_ For more details on the protocol itself, see the [Model Context Protocol specification](https://modelcontextprotocol.io/). servers: - description: Production API url: https://api.shareofmodel.ai/ - description: Development API url: https://api.dev.shareofmodel.ai/ security: [] tags: - name: Auth description: Endpoints needed for API authentication. - name: Organizations description: Endpoints related to organizations, to list all available organizations. - name: Workspaces description: Endpoints related to workspaces, to list all available workspaces. - name: Analyses description: Endpoints related to analyses and analyses management. - name: Asset Evaluations description: Endpoints related to assets and asset evaluations. - name: Brand Catalog description: Endpoints related to general brand information. - name: Content Briefs description: Endpoints related to content briefs generation and optimisation. - name: Metrics description: >+ Endpoints related to brand metrics. **LEXICON** **Brand Awareness**: What opinion the LLMs have concerning specific brands, related to certain categories. **Brand Perception**: The general sentiment of the LLMs towards a brand, based on the pros and cons they mention. paths: /v1/organizations/{organization_id}/workspaces/{workspace_id}/personas/generate: post: tags: - Personas summary: Generate personas with AI description: >- Generate one or more personas using AI based on a brand, tag, country, language, and free-form prompt. Maximum 6 personas per request. Required permission: `write:analysis`. operationId: generate_personas parameters: - in: path name: organization_id schema: type: string format: uuid description: A UUID string identifying the organization. required: true - in: path name: workspace_id schema: type: string format: uuid description: A UUID string identifying the workspace. required: true requestBody: content: application/json: schema: $ref: '#/components/schemas/PersonaGenerate' application/x-www-form-urlencoded: schema: $ref: '#/components/schemas/PersonaGenerate' multipart/form-data: schema: $ref: '#/components/schemas/PersonaGenerate' '*/*': schema: $ref: '#/components/schemas/PersonaGenerate' required: true responses: '201': content: application/json: schema: type: array items: $ref: '#/components/schemas/PersonaList' description: '' '400': description: Validation error. '403': description: Insufficient permissions. '503': description: AI generation failed. Please try again. security: - Bearer: [] components: schemas: PersonaGenerate: type: object properties: brand: type: string maxLength: 255 tag: type: string maxLength: 255 count: type: integer maximum: 6 minimum: 1 prompt: type: string country: enum: - AE - AR - AT - AU - BE - BH - BO - BR - CA - CH - CL - CN - CO - CR - CZ - DE - DK - DO - EC - EG - ES - FI - FR - GB - GQ - GR - GT - HK - HU - IE - ID - IL - IN - IQ - IT - JP - KR - KW - LU - MA - MX - MY - NG - NL - 'NO' - NZ - PA - PE - PH - PK - PL - PT - QA - RO - RU - SA - SE - SG - TH - TR - TW - VN - US - ZA - EU - NA - WW type: string description: |- * `AE` - AE * `AR` - AR * `AT` - AT * `AU` - AU * `BE` - BE * `BH` - BH * `BO` - BO * `BR` - BR * `CA` - CA * `CH` - CH * `CL` - CL * `CN` - CN * `CO` - CO * `CR` - CR * `CZ` - CZ * `DE` - DE * `DK` - DK * `DO` - DO * `EC` - EC * `EG` - EG * `ES` - ES * `FI` - FI * `FR` - FR * `GB` - GB * `GQ` - GQ * `GR` - GR * `GT` - GT * `HK` - HK * `HU` - HU * `IE` - IE * `ID` - ID * `IL` - IL * `IN` - IN * `IQ` - IQ * `IT` - IT * `JP` - JP * `KR` - KR * `KW` - KW * `LU` - LU * `MA` - MA * `MX` - MX * `MY` - MY * `NG` - NG * `NL` - NL * `NO` - NO * `NZ` - NZ * `PA` - PA * `PE` - PE * `PH` - PH * `PK` - PK * `PL` - PL * `PT` - PT * `QA` - QA * `RO` - RO * `RU` - RU * `SA` - SA * `SE` - SE * `SG` - SG * `TH` - TH * `TR` - TR * `TW` - TW * `VN` - VN * `US` - US * `ZA` - ZA * `EU` - EU * `NA` - NA * `WW` - WW x-spec-enum-id: 8d89072a93365767 language: enum: - ar - da - de - en - es - eu - fi - fil - fr - he - hi - hu - id - it - ja - ko - nl - pl - pt - ro - sv - th - tr - ur - vi - zh - zh-TW - zh-HK type: string description: |- * `ar` - ar * `da` - da * `de` - de * `en` - en * `es` - es * `eu` - eu * `fi` - fi * `fil` - fil * `fr` - fr * `he` - he * `hi` - hi * `hu` - hu * `id` - id * `it` - it * `ja` - ja * `ko` - ko * `nl` - nl * `pl` - pl * `pt` - pt * `ro` - ro * `sv` - sv * `th` - th * `tr` - tr * `ur` - ur * `vi` - vi * `zh` - zh * `zh-TW` - zh TW * `zh-HK` - zh HK x-spec-enum-id: 247b474aa2169ae7 required: - brand - count - country - language - prompt - tag PersonaList: type: object properties: id: type: string format: uuid readOnly: true organization_id: type: string format: uuid workspace_id: type: string format: uuid archived: type: boolean picture: type: string readOnly: true nullable: true created_at: type: string format: date-time readOnly: true title: Created updated_at: type: string format: date-time readOnly: true title: Modified profile: allOf: - $ref: '#/components/schemas/PersonaProfile' readOnly: true demographic: allOf: - $ref: '#/components/schemas/PersonaDemographic' readOnly: true internal_compass: allOf: - $ref: '#/components/schemas/PersonaInternalCompass' readOnly: true behavioural_map: allOf: - $ref: '#/components/schemas/PersonaBehaviouralMap' readOnly: true resistance: allOf: - $ref: '#/components/schemas/PersonaResistance' readOnly: true connection: allOf: - $ref: '#/components/schemas/PersonaConnection' readOnly: true version: allOf: - $ref: '#/components/schemas/PersonaVersion' readOnly: true required: - behavioural_map - connection - created_at - demographic - id - internal_compass - organization_id - picture - profile - resistance - updated_at - version - workspace_id PersonaProfile: type: object properties: brand: type: string archetype: type: string tag: type: string required: - archetype - brand - tag PersonaDemographic: type: object properties: age_from: type: integer age_to: type: integer gender: type: string country: type: string language: type: string education_level: type: string education_field: type: string occupation: type: string income_from: type: integer nullable: true income_to: type: integer nullable: true living_context: type: string required: - age_from - age_to - country - education_field - education_level - gender - income_from - income_to - language - living_context - occupation PersonaInternalCompass: type: object properties: job_to_be_done: type: string values_and_personality_traits: type: string motivations: type: string strategic_goal: type: string required: - job_to_be_done - motivations - strategic_goal - values_and_personality_traits PersonaBehaviouralMap: type: object properties: lifestyle_and_primary_tasks: type: string media_consumption: type: string typical_quote: type: string required: - lifestyle_and_primary_tasks - media_consumption - typical_quote PersonaResistance: type: object properties: pain_points: type: string purchase_barriers: type: string core_questions: type: string key_buying_triggers: type: string required: - core_questions - key_buying_triggers - pain_points - purchase_barriers PersonaConnection: type: object properties: product_need: type: string why_loves_category: type: string summary: type: string required: - product_need - summary - why_loves_category PersonaVersion: type: object properties: name: type: string changes: type: string source: enum: - ai - manual - csv type: string description: |- * `ai` - ai * `manual` - manual * `csv` - csv x-spec-enum-id: 8c72147099fc9df7 is_active: type: boolean created_by: type: string format: uuid created_at: type: string format: date-time required: - changes - created_at - created_by - is_active - name - source securitySchemes: Bearer: type: apiKey in: header name: Authorization ````