| import serpapi |
| import logging |
| from typing import List, Dict |
| from config import SERPAPI_KEY |
|
|
| logger = logging.getLogger(__name__) |
|
|
| def get_search_volume(query: str) -> int: |
| """Fetch Google Trends interest over time (max value 0-100).""" |
| if not SERPAPI_KEY: |
| return 0 |
| try: |
| client = serpapi.Client(api_key=SERPAPI_KEY) |
| params = { |
| "engine": "google_trends", |
| "q": query, |
| "date": "today 12-m", |
| "tz": "420", |
| "data_type": "TIMESERIES" |
| } |
| results = client.search(params) |
| timeline = results.get("interest_over_time", {}).get("timeline_data", []) |
| if timeline: |
| values = [point["values"][0]["extracted_value"] for point in timeline if point.get("values")] |
| return max(values) if values else 0 |
| return 0 |
| except Exception as e: |
| logger.error(f"SerpAPI error: {e}") |
| return 0 |
|
|
| def search_competitors(idea: str) -> List[str]: |
| if not SERPAPI_KEY: |
| return [] |
| try: |
| client = serpapi.Client(api_key=SERPAPI_KEY) |
| params = { |
| "engine": "google", |
| "q": f"{idea} startup", |
| "num": 10 |
| } |
| results = client.search(params) |
| organic = results.get("organic_results", []) |
| return [r["title"] for r in organic][:5] |
| except Exception as e: |
| logger.error(f"SerpAPI error: {e}") |
| return [] |
|
|
| def search_funding_news(idea: str) -> List[Dict]: |
| if not SERPAPI_KEY: |
| return [] |
| try: |
| client = serpapi.Client(api_key=SERPAPI_KEY) |
| params = { |
| "engine": "google_news", |
| "q": f"{idea} funding", |
| "num": 5 |
| } |
| results = client.search(params) |
| news = results.get("news_results", []) |
| return [{"title": n["title"], "link": n["link"]} for n in news] |
| except Exception as e: |
| logger.error(f"SerpAPI error: {e}") |
| return [] |
