from pydantic import BaseModel class MarketCompetitorsInput(BaseModel): address: str services: str class MarketKeywordsInput(BaseModel): services: str class MarketTrendInput(BaseModel): service: str class MarketTargetAudienceInput(BaseModel): clinic_name: str # --- Output --- class Competitor(BaseModel): name: str procedures: list[str] reputation: str marketing_channels: list[str] class MarketCompetitorsOutput(BaseModel): competitors: list[Competitor] class Keyword(BaseModel): keyword: str monthly_volume: str competition: str class MarketKeywordsOutput(BaseModel): keywords: list[Keyword] long_tail_keywords: list[str] class MarketTrendOutput(BaseModel): market_size: str growth_rate: str key_trends: list[str] channel_effectiveness: list[str] class AudienceSegment(BaseModel): age_group: str gender: str interested_procedures: list[str] info_channels: list[str] decision_factors: list[str] class MarketTargetAudienceOutput(BaseModel): segments: list[AudienceSegment]