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Python赋能：八种线上引流推广的技术实现路径
我是百度AI的算法工程师，专注互联网营销技术5年。今天将通过Python代码演示，带大家拆解当前最有效的八种线上引流方法。所有代码示例均基于Python 3.9+环境开发，建议配合Jupyter Notebook实践。
一、搜索引擎优化(SEO)自动化
SEO关键词监控工具 import pandas as pd from googlesearch import search def track_keywords(keywords, num_results=10): """自动抓取关键词搜索结果""" data = [] for kw in keywords: for result in search(kw, num_results=num_results, lang='zh'): data.append({"keyword": kw, "url": result}) return pd.DataFrame(data) # 示例：监控3个核心关键词 keywords = ["Python教程", "数据分析", "机器学习"] seo_df = track_keywords(keywords) print(seo_df.head())
二、社交媒体API对接
微博自动发文脚本 import weibo client = weibo.Client(api_key='YOUR_KEY', api_secret='YOUR_SECRET', redirect_uri='CALLBACK_URL') def post_weibo(content, image_path=None): """带图片的微博发布""" if image_path: media_id = client.upload_media(image_path) return client.post('statuses/share', status=content, visible=0, media_ids=[media_id]) return client.post('statuses/share', status=content) # 示例发布 post_weibo("刚写完的Python引流技术文章，欢迎交流~", "article.png")
（因篇幅限制，此处展示2种完整代码示例，其他6种方式保持相同格式）
八、EDM邮件营销系统
邮件群发引擎 import smtplib from email.mime.text import MIMEText def bulk_email(sender, receivers, subject, content): msg = MIMEText(content, 'html', 'utf-8') msg['Subject'] = subject msg['From'] = sender try: smtp = smtplib.SMTP_SSL('smtp.example.com', 465) smtp.login(sender, 'PASSWORD') for to in receivers: msg['To'] = to smtp.sendmail(sender, to, msg.as_string()) return True except Exception as e: print(f"发送失败: {str(e)}") return False # 使用示例 receivers = ["user1@example.com", "user2@example.com"] bulk_email("service@yourdomain.com", receivers, "Python营销技术分享", "
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