app/home/schemas/home_schema.py

@@ -275,44 +275,37 @@ class CrawlingResponse(BaseModel):
                     ],
                     "selling_points": [
                         {
-                            "english_category": "LOCATION",
-                            "korean_category": "입지 환경",
+                            "category": "LOCATION",
                             "description": "군산 감성 동선",
                             "score": 88
                         },
                         {
-                            "english_category": "HEALING",
-                            "korean_category": "힐링 요소",
+                            "category": "HEALING",
                             "description": "멈춤이 되는 쉼",
                             "score": 92
                         },
                         {
-                            "english_category": "PRIVACY",
-                            "korean_category": "프라이버시",
+                            "category": "PRIVACY",
                             "description": "방해 없는 머뭄",
                             "score": 86
                         },
                         {
-                            "english_category": "NIGHT MOOD",
-                            "korean_category": "야간 감성",
+                            "category": "NIGHT MOOD",
                             "description": "밤이 예쁜 조명",
                             "score": 84
                         },
                         {
-                            "english_category": "PHOTO SPOT",
-                            "korean_category": "포토 스팟",
+                            "category": "PHOTO SPOT",
                             "description": "자연광 포토존",
                             "score": 83
                         },
                         {
-                            "english_category": "SHORT GETAWAY",
-                            "korean_category": "숏브레이크",
+                            "category": "SHORT GETAWAY",
                             "description": "주말 리셋 스테이",
                             "score": 89
                         },
                         {
-                            "english_category": "HOSPITALITY",
-                            "korean_category": "서비스",
+                            "category": "HOSPITALITY",
                             "description": "세심한 웰컴감",
                             "score": 80
                         }

app/utils/prompts/schemas/marketing.py

@@ -31,10 +31,9 @@ class TargetPersona(BaseModel):
 
 
 class SellingPoint(BaseModel):
-    english_category: str = Field(..., description="셀링포인트 카테고리(영문)")
-    korean_category: str = Field(..., description="셀링포인트 카테고리(한글)")
+    category: str = Field(..., description="셀링포인트 카테고리")
     description: str = Field(..., description="상세 설명")
-    score: int = Field(..., ge=0, le=100, description="점수 (100점 만점)")
+    score: int = Field(..., ge=70, le=99, description="점수 (100점 만점)")
     
 class MarketingPromptOutput(BaseModel):
     brand_identity: BrandIdentity = Field(..., description="브랜드 아이덴티티")

app/utils/prompts/templates/marketing_prompt.txt

@@ -9,8 +9,8 @@ Act as a Senior Brand Strategist and Marketing Data Analyst. Your goal is to ana
 # Output Rules
 1.  **Language:** All descriptive content must be written in **Korean (한국어)**.
 2.  **Terminology:** Use professional marketing terminology suitable for the hospitality and stay industry.
-3.  **Strict Selection for `selling_points.english_category` and `selling_points.korean_category`:** You must select the value for both category field in `selling_points` strictly from the following English - Korean set allowed list to ensure UI compatibility:
-    *  `LOCATION` (입지 환경), `CONCEPT` (브랜드 컨셉), `PRIVACY` (프라이버시), `NIGHT MOOD` (야간 감성), `HEALING` (힐링 요소), `PHOTO SPOT` (포토 스팟), `SHORT GETAWAY` (숏브레이크), `HOSPITALITY` (서비스), `SWIMMING POOL` (수영장), `JACUZZI` (자쿠지), `BBQ PARTY` (바베큐), `FIRE PIT` (불멍), `GARDEN` (정원), `BREAKFAST` (조식), `KIDS FRIENDLY` (키즈 케어), `PET FRIENDLY` (애견 동반), `OCEAN VIEW` (오션뷰), `PRIVATE POOL` (개별 수영장), `OCEAN VIEW`, `PRIVATE POOL`.
+3.  **Strict Selection for `selling_points.category`:** You must select the value for the `category` field in `selling_points` strictly from the following English allowed list to ensure UI compatibility:
+    *   `LOCATION`, `CONCEPT`, `PRIVACY`, `NIGHT MOOD`, `HEALING`, `PHOTO SPOT`, `SHORT GETAWAY`, `HOSPITALITY`, `SWIMMING POOL`, `JACUZZI`, `BBQ PARTY`, `FIRE PIT`, `GARDEN`, `BREAKFAST`, `KIDS FRIENDLY`, `PET FRIENDLY`, `OCEAN VIEW`, `PRIVATE POOL`.
 
 ---
 
@@ -32,10 +32,9 @@ Generate a list of personas based on the following:
 *   **`decision_trigger`**: Identify the specific "Hook" or facility that leads this persona to finalize a booking.
 
 ### 4. selling_points
-Generate 5-8 selling points:
-*   **`english_category`**: Strictly use one keyword from the English allowed list provided in the Output Rules.
-*   **`korean category`**: Strictly use one keyword from the Korean allowed list provided in the Output Rules . It must be matched with english category.
-*   **`description`**: A short, punchy marketing phrase in Korean (15~30 characters).
+Generate exactly 7 selling points:
+*   **`category`**: Strictly use one keyword from the English allowed list provided in the Output Rules.
+*   **`description`**: A short, punchy marketing phrase in Korean (max 20 characters).
 *   **`score`**: An integer (70-99) representing the strength of this feature based on the brand's potential.
 
 ### 5. target_keywords

pyproject.toml

@@ -3,7 +3,7 @@ name = "o2o-castad-backend"
 version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
-requires-python = "3.13.11"
+requires-python = ">=3.14"
 dependencies = [
     "aiofiles>=25.1.0",
     "aiohttp>=3.13.2",