{"openapi":"3.1.0","info":{"title":"POST /api/v1/onboarding/ai-recommend","version":"1.0.0","description":"Generate personalised add-on recommendations"},"servers":[{"url":"https://api.ondayzero.com","description":"Production"}],"paths":{"/api/v1/onboarding/ai-recommend":{"post":{"tags":["onboarding"],"summary":"Generate personalised add-on recommendations","description":"Analyses the full discovery conversation, extracts a structured business profile, and returns personalised add-on recommendations.","operationId":"ai_recommend_api_v1_onboarding_ai_recommend_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/AIRecommendRequest"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/AIRecommendResponse"}}}},"400":{"description":"Bad Request - Invalid input","content":{"application/json":{"example":{"detail":"Invalid request parameters"}}}},"429":{"description":"Too Many Requests - Rate limit exceeded","content":{"application/json":{"example":{"detail":"Rate limit exceeded"}}}},"500":{"description":"Internal Server Error","content":{"application/json":{"example":{"detail":"Internal server error"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}},"components":{"schemas":{"AIRecommendRequest":{"properties":{"account_type":{"type":"string","pattern":"^(self-managed|dz-managed|advisory-firm)$","title":"Account Type"},"conversation":{"items":{"additionalProperties":{"type":"string"},"type":"object"},"type":"array","maxItems":20,"minItems":1,"title":"Conversation","description":"Full discovery conversation"}},"type":"object","required":["account_type","conversation"],"title":"AIRecommendRequest","description":"Request body for the AI recommendation endpoint.\n\nSends the full discovery conversation so the AI can extract a structured\nprofile and generate personalised add-on recommendations."},"AIRecommendResponse":{"properties":{"recommendations":{"items":{"$ref":"#/components/schemas/AddonRecommendation"},"type":"array","title":"Recommendations","description":"Recommended add-ons sorted by priority"},"profile":{"additionalProperties":true,"type":"object","title":"Profile","description":"Structured profile data extracted from the conversation"},"summary":{"type":"string","title":"Summary","description":"One-paragraph personalised summary for the user","default":""}},"type":"object","title":"AIRecommendResponse","description":"Response from the AI recommendation endpoint."},"AddonRecommendation":{"properties":{"addon_id":{"type":"string","title":"Addon Id","description":"Add-on module ID (e.g. ai_pro, commerce)"},"name":{"type":"string","title":"Name","description":"Human-readable add-on name"},"reason":{"type":"string","title":"Reason","description":"Why this add-on is recommended for this user"},"priority":{"type":"string","enum":["must_have","recommended","optional"],"title":"Priority","description":"must_have, recommended, or optional","default":"recommended"}},"type":"object","required":["addon_id","name","reason"],"title":"AddonRecommendation","description":"A single add-on recommendation with reasoning."},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"},"input":{"title":"Input"},"ctx":{"type":"object","title":"Context"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}},"securitySchemes":{"BearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Token","description":"API token authentication. Format: `Bearer dz_...`"}}},"security":[{"BearerAuth":[]}]}