分析工具
专业GEO效果分析工具的深度评测与选型指南

# GEO自建监测核心逻辑
import openai
import json
from datetime import datetime

def check_ai_citation(keyword, target_url):
    """检查AI是否引用了目标URL"""
    response = openai.ChatCompletion.create(
        model="gpt-4",
        messages=[{"role": "user", "content": keyword}]
    )
    answer = response.choices[0].message.content
    cited = target_url in answer
    return {
        "keyword": keyword,
        "cited": cited,
        "timestamp": datetime.now().isoformat(),
        "answer_length": len(answer)
    }

# 批量检测
def run_monitor(keywords, target_url):
    results = []
    for kw in keywords:
        result = check_ai_citation(kw, target_url)
        results.append(result)
    citation_rate = sum(r["cited"] for r in results) / len(results)
    print(f"引用率: {citation_rate:.1%}")
    return results