网站管理员 博客 Topic Generator 代理

import requests, json, pandas as pd

def fetch_trends(keywords):
    resp = requests.get("https://api.google.com/trends", params={"q": keywords})
    return resp.json().get("data", [])

def generate_topics(trends):
    topics = []
    for t in trends:
        topics.append({
            "keyword": t["keyword"],
            "volume": t["search_volume"],
            "idea_type": categorize(t["related_queries"])
        })
    return topics

def categorize(queries):
    if len(queries) > 10: return "Series"
    if "how to" in queries: return "How-to"
    if "best" in queries: return "Listicle"
    return "Case study"

keywords = ["ai compliance", "erp integration", "llm security", "neuralops demo"]
topics = generate_topics(fetch_trends(keywords))
print(json.dumps(topics, indent=2))