\n| best running shoes<\/td>\n | 1<\/td>\n | 10 Best Running Shoes…<\/td>\n | example.com<\/td>\n | …<\/td>\n | Featured Snippet, PAA<\/td>\n | US<\/td>\n | 2025-03-21<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u9664\u4e86\u81ea\u7136\u7ed3\u679c，\u4e5f\u53ef\u4ee5\u628a Featured Snippet\u3001People Also Ask \u7b49\u6a21\u5757\u5355\u72ec\u8bb0\u5f55，\u65b9\u4fbf\u540e\u7eed\u5206\u6790\u641c\u7d22\u610f\u56fe\u548c\u5185\u5bb9\u7f3a\u53e3\u3002<\/p>\n \u8fd9\u4e00\u6b65\u662f SERP \u91c7\u96c6\u80fd\u5426\u6210\u529f\u7684\u7edd\u5bf9\u5173\u952e\u3002Google \u5bf9\u81ea\u52a8\u5316\u8bf7\u6c42\u7684\u8bc6\u522b\u975e\u5e38\u6210\u719f，\u4ee5\u4e0b\u60c5\u51b5\u5f88\u5bb9\u6613\u89e6\u53d1\u98ce\u63a7：<\/p>\n \n- \n
\u5355\u4e00 IP \u77ed\u65f6\u95f4\u4ea7\u751f\u5927\u91cf\u8bf7\u6c42<\/p>\n<\/li>\n - \n
\u8bf7\u6c42\u9891\u7387\u5f02\u5e38<\/p>\n<\/li>\n - \n
\u540c\u4e00 IP \u67e5\u8be2\u5927\u91cf\u4e0d\u540c\u5173\u952e\u8bcd<\/p>\n<\/li>\n - \n
\u5730\u7406\u4f4d\u7f6e\u4e0e\u76ee\u6807 SERP \u4e0d\u5339\u914d<\/p>\n<\/li>\n - \n
Session \/ Cookie \u7ba1\u7406\u4e0d\u5408\u7406<\/p>\n<\/li>\n - \n
\u81ea\u52a8\u5316\u8bf7\u6c42\u4e0e\u6b63\u5e38\u8bbf\u95ee\u884c\u4e3a\u5dee\u5f02\u8f83\u5927<\/p>\n<\/li>\n<\/ul>\n \u4e00\u65e6\u89e6\u53d1，\u8f7b\u5219\u8fd4\u56de HTTP 429，\u91cd\u5219\u5f39\u51fa\u9a8c\u8bc1\u7801\u3001\u8bf7\u6c42\u5931\u8d25，\u751a\u81f3\u62ff\u5230\u4e0d\u5b8c\u6574\u7684\u641c\u7d22\u7ed3\u679c\u3002\u6240\u4ee5\u9700\u8981\u914d\u7f6e\u4ee3\u7406 IP，\u628a\u8bf7\u6c42\u5206\u6563\u5230\u4e0d\u540c IP \u4e0a，\u540c\u65f6\u501f\u52a9\u4ee3\u7406\u5b9e\u73b0\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684 SERP \u91c7\u96c6\u3002<\/p>\n \u4f7f\u7528\u9ad8\u8d28\u91cf\u4ee3\u7406\u4f4f\u5b85\u4ee3\u7406IP\u670d\u52a1\u662f\u57fa\u7840\u3002\u4f8b\u5982\u7528\u8fc7\u811a\u672c\u914d\u7f6eIPFoxy \u63d0\u4f9b\u7684\u52a8\u6001 \/ \u9759\u6001\u4ee3\u7406，\u53ef\u4ee5\u6784\u5efa\u9ad8\u8d28\u91cf\u7684\u771f\u5b9eIP\u8f6e\u6362\u6c60，\u5c06\u8bf7\u6c42\u5206\u6563\u5230\u5168\u7403\u6570\u5341\u4e07\u4e2a\u771f\u5b9eIP，\u907f\u514d\u5355\u4e2a IP \u8bf7\u6c42\u9891\u6b21\u8fc7\u9ad8\u88ab\u5c01\u7981\u3002<\/p>\n \u5728 Python \u4e2d\u914d\u7f6e\u4ee3\u7406 IP \u7684\u7b80\u77ed\u793a\u4f8b：<\/p>\n import requests<\/p>\n proxies = {
\n"http": "http:\/\/user:pass@proxy.ipfoxy.com:8888",
\n"https": "http:\/\/user:pass@proxy.ipfoxy.com:8888"<\/p>\n }<\/p>\n headers = {
\n"User-Agent": "Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 …",
\n"Accept-Language": "en-US,en;q=0.9",
\n}<\/p>\n response = requests.get("https:\/\/www.google.com\/search?q=keyword", proxies=proxies, headers=headers)<\/p>\n \u7b2c\u4e09\u6b65：\u6784\u5efa Google \u641c\u7d22\u8bf7\u6c42<\/h4>\nGoogle \u641c\u7d22\u8bf7\u6c42\u7684\u53c2\u6570\u4f1a\u76f4\u63a5\u5f71\u54cd\u8fd4\u56de\u7ed3\u679c\u3002\u5e38\u7528\u7684\u53c2\u6570\u5305\u62ec：<\/p>\n \n- \n
q：\u5173\u952e\u8bcd<\/p>\n<\/li>\n - \n
gl：\u56fd\u5bb6\/\u5730\u533a（\u5982\u00a0us\u3001jp\u3001uk）<\/p>\n<\/li>\n - \n
hl：\u8bed\u8a00（\u5982\u00a0en\u3001ja）<\/p>\n<\/li>\n - \n
num：\u6bcf\u9875\u7ed3\u679c\u6570\u91cf<\/p>\n<\/li>\n - \n
start：\u5206\u9875\u504f\u79fb<\/p>\n<\/li>\n - \n
device：\u8bbe\u5907\u7c7b\u578b（\u53ef\u901a\u8fc7 User-Agent \u6a21\u62df\u684c\u9762\u6216\u79fb\u52a8\u7aef）<\/p>\n<\/li>\n<\/ul>\n \u5982\u679c\u8981\u505a\u5206\u9875\u91c7\u96c6，\u7b2c\u4e8c\u9875\u53ef\u4ee5\u628a\u00a0start\u00a0\u8bbe\u4e3a\u00a010\u00a0\u6216\u00a020，\u5177\u4f53\u53d6\u51b3\u4e8e\u00a0num\u00a0\u7684\u8bbe\u7f6e\u3002\u6ce8\u610f Google \u5bf9\u5206\u9875\u6df1\u5ea6\u4e5f\u6709\u9650\u5236，\u8fc7\u6df1\u7684\u5206\u9875\u5f80\u5f80\u8fd4\u56de\u91cd\u590d\u6216\u4e0d\u5b8c\u6574\u7684\u7ed3\u679c\u3002<\/p>\n \u7b2c\u56db\u6b65：\u83b7\u53d6\u5e76\u89e3\u6790\u641c\u7d22\u7ed3\u679c<\/h4>\n\u53ef\u4ee5\u901a\u8fc7 Python Requests \u6216\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u5de5\u5177\u83b7\u53d6\u9875\u9762，\u518d\u89e3\u6790\u9700\u8981\u7684\u5b57\u6bb5\u3002\u7531\u4e8e Google \u73b0\u5728\u8981\u6c42 JavaScript \u6e32\u67d3，\u66f4\u63a8\u8350\u4f7f\u7528 Playwright \u7b49\u5de5\u5177，\u5426\u5219 Requests \u62ff\u5230\u7684\u53ef\u80fd\u662f\u7a7a\u58f3\u9875\u9762\u3002<\/p>\n \u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684 Python SERP \u6570\u636e\u91c7\u96c6\u4ee3\u7801\u793a\u4f8b（\u4f7f\u7528 Playwright + \u4ee3\u7406）：<\/p>\n import asyncio
\nfrom playwright.async_api import async_playwright<\/p>\n async def main():
\n async with async_playwright() as p:
\n browser = await p.chromium.launch(
\n headless=True,
\n proxy={
\n "server": "http:\/\/proxy.ipfoxy.com:8888",
\n "username": "user",
\n "password": "pass"
\n }
\n )
\n page = await browser.new_page()
\n await page.goto("https:\/\/www.google.com\/search?q=best+running+shoes&gl=us&hl=en")
\n await page.wait_for_selector("div#search")<\/p>\n results = await page.evaluate("""
\n () => {
\n const items = [];
\n document.querySelectorAll('div#search div.g').forEach(el => {
\n const title = el.querySelector('h3')?.innerText || '';
\n const url = el.querySelector('a')?.href || '';
\n const desc = el.querySelector('.VwiC3b')?.innerText || '';
\n items.push({ title, url, desc });
\n });
\n return items;
\n }
\n """)
\n print(results)
\n await browser.close()<\/p>\n asyncio.run(main())<\/p>\n \u89e3\u6790\u65f6\u53ef\u6839\u636e\u5b9e\u9645 DOM \u7ed3\u6784\u8c03\u6574\u9009\u62e9\u5668\u3002\u5982\u679c\u4f7f\u7528 Requests，\u5219\u9700\u6ce8\u610f Google \u53ef\u80fd\u8fd4\u56de\u4e0d\u542b\u5b8c\u6574\u7ed3\u679c\u7684\u9875\u9762\u3002<\/p>\n \u7b2c\u4e94\u6b65：\u4fdd\u5b58\u548c\u6574\u7406SERP\u6570\u636e<\/h5>\n\u91c7\u96c6\u5b8c\u6210\u540e，\u5efa\u8bae\u6309\u7ed3\u6784\u5316\u683c\u5f0f\u8fdb\u884c\u6301\u4e45\u5316\u5b58\u50a8：<\/p>\n \n- \n
\u8f7b\u91cf\u5206\u6790： \u5b9a\u671f\u5bfc\u51fa\u4e3a CSV \u6216 Excel \u6587\u4ef6，\u65b9\u4fbf\u76f4\u89c2\u5bf9\u6bd4\u3002<\/p>\n<\/li>\n - \n
\u957f\u671f\u76d1\u63a7： \u5b58\u5165 MySQL\u3001PostgreSQL \u6216 MongoDB \u7b49\u6570\u636e\u5e93，\u5efa\u7acb\u57fa\u4e8e Keyword + Date + Location \u7684\u7d22\u5f15，\u7528\u4e8e\u7ed8\u5236\u6392\u540d\u8d8b\u52bf\u56fe\u8868\u3002<\/p>\n<\/li>\n<\/ul>\n \u56db\u3001SERP \u6570\u636e\u91c7\u96c6\u5e38\u89c1\u95ee\u9898<\/h3>\n1\u3001SERP \u6570\u636e\u91c7\u96c6\u51fa\u73b0\u9a8c\u8bc1\u7801\u600e\u4e48\u529e？
\n\u964d\u4f4e\u8bf7\u6c42\u9891\u7387，\u66f4\u6362\u4ee3\u7406 IP，\u5e76\u786e\u4fdd Request Headers \u4e0e\u771f\u5b9e\u6d4f\u89c8\u5668\u4e00\u81f4\u3002\u4f7f\u7528\u4f4f\u5b85\u4ee3\u7406\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u9a8c\u8bc1\u7801\u89e6\u53d1\u6982\u7387\u3002\u5982\u679c\u67d0\u4e2a IP \u5df2\u7ecf\u89e6\u53d1\u9a8c\u8bc1\u7801，\u4e0d\u8981\u7ee7\u7eed\u786c\u8dd1，\u76f4\u63a5\u5207\u6362\u3002<\/p>\n 2\u3001SERP \u91c7\u96c6\u51fa\u73b0 429 \u600e\u4e48\u529e？
\n429 \u8868\u793a\u8bf7\u6c42\u8fc7\u591a\u3002\u5e94\u51cf\u5c11\u5e76\u53d1，\u589e\u52a0\u8bf7\u6c42\u95f4\u9694，\u5e76\u8f6e\u6362 IP\u3002\u907f\u514d\u5728\u77ed\u65f6\u95f4\u5185\u7528\u540c\u4e00 IP \u67e5\u8be2\u5927\u91cf\u5173\u952e\u8bcd\u3002\u53ef\u4ee5\u7ed9\u6bcf\u4e2a IP \u8bbe\u7f6e\u8bf7\u6c42\u914d\u989d，\u8fbe\u5230\u4e0a\u9650\u5c31\u81ea\u52a8\u5207\u6362\u3002<\/p>\n 3\u3001\u4e3a\u4ec0\u4e48\u4e0d\u540c\u5730\u533a\u91c7\u96c6\u5230\u7684 Google \u6392\u540d\u4e0d\u4e00\u6837？
\nGoogle \u4f1a\u6839\u636e\u7528\u6237\u7684\u5730\u7406\u4f4d\u7f6e\u3001\u8bed\u8a00\u3001\u8bbe\u5907\u7b49\u56e0\u7d20\u4e2a\u6027\u5316\u641c\u7d22\u7ed3\u679c\u3002\u8981\u83b7\u53d6\u7279\u5b9a\u5730\u533a\u7684\u771f\u5b9e\u6392\u540d，\u5fc5\u987b\u4f7f\u7528\u8be5\u5730\u533a\u7684\u4ee3\u7406 IP，\u5e76\u8bbe\u7f6e\u5bf9\u5e94\u7684\u00a0gl\u3001hl\u00a0\u53c2\u6570\u3002\u5426\u5219\u4f60\u62ff\u5230\u7684\u53ef\u80fd\u53ea\u662f\u672c\u5730\u89c6\u89d2\u7684\u6392\u540d，\u65e0\u6cd5\u53cd\u6620\u76ee\u6807\u5e02\u573a\u7684\u771f\u5b9e\u60c5\u51b5\u3002<\/p>\n \u603b\u7ed3<\/h3>\nSERP \u6570\u636e\u91c7\u96c6\u53ef\u4ee5\u901a\u8fc7 SERP API\u3001Python \u722c\u866b\u6216 Playwright\/Puppeteer \u7b49\u65b9\u5f0f\u5b8c\u6210\u3002\u5f53\u6d89\u53ca\u591a\u5173\u952e\u8bcd\u3001\u591a\u5730\u533a\u6570\u636e\u91c7\u96c6\u65f6，\u9700\u8981\u540c\u65f6\u8003\u8651\u8bf7\u6c42\u9891\u7387\u9650\u5236\u3001IP \u5c01\u7981\u3001Session \u7ba1\u7406\u4ee5\u53ca\u5730\u7406\u4f4d\u7f6e\u5b9a\u4f4d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":" \u5728\u505a SEO \u6392\u540d\u76d1\u63a7\u3001\u7ade\u54c1\u5206\u6790\u3001\u5173\u952e\u8bcd\u7814\u7a76\u6216\u672c\u5730\u5316\u641c\u7d22\u5206\u6790\u65f6，\u7ecf\u5e38\u9700\u8981\u6279\u91cf\u83b7\u53d6 Google \u641c\u7d22\u7ed3\u679c\u3002\u4f46\u624b\u52a8\u67e5\u8be2\u6548\u7387\u5f88\u4f4e，\u56e0\u6b64\u4f1a\u6d89\u53ca SERP \u6570\u636e\u91c7\u96c6\u3002\u672c\u6587\u5c06\u5168\u9762\u4ecb\u7ecd SERP \u91c7\u96c6\u7684\u6838\u5fc3\u6570\u636e\u7c7b\u578b\u3001\u5e38\u89c1\u5b9e\u73b0\u65b9\u6cd5，\u4ee5\u53ca\u5728\u6279\u91cf\u91c7\u96c6\u65f6\u5982\u4f55\u6b63\u786e\u914d\u7f6e\u4ee3\u7406 IP \u4e0e\u8bf7\u6c42\u53c2\u6570，\u5e2e\u4f60\u9ad8\u6548\u6784\u5efa\u7a33\u5b9a\u7684\u91c7\u96c6\u6d41\u7a0b\u3002\u4e00\u3001\u4ec0\u4e48\u662f SERP \u6570\u636e\u91c7\u96c6？SERP（Search Engine Result Page&#x<\/p>\n","protected":false},"author":2,"featured_media":106581,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12111,61],"topic":[],"class_list":["post-106583","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-serp","tag-61"],"yoast_head":"\n SERP\u6570\u636e\u91c7\u96c6\u600e\u4e48\u505a\uff1fGoogle\u641c\u7d22\u7ed3\u679c\u91c7\u96c6\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/106583.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SERP\u6570\u636e\u91c7\u96c6\u600e\u4e48\u505a\uff1fGoogle\u641c\u7d22\u7ed3\u679c\u91c7\u96c6\u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5728\u505a SEO \u6392\u540d\u76d1\u63a7\u3001\u7ade\u54c1\u5206\u6790\u3001\u5173\u952e\u8bcd\u7814\u7a76\u6216\u672c\u5730\u5316\u641c\u7d22\u5206\u6790\u65f6，\u7ecf\u5e38\u9700\u8981\u6279\u91cf\u83b7\u53d6 Google \u641c\u7d22\u7ed3\u679c\u3002\u4f46\u624b\u52a8\u67e5\u8be2\u6548\u7387\u5f88\u4f4e，\u56e0\u6b64\u4f1a\u6d89\u53ca SERP \u6570\u636e\u91c7\u96c6\u3002\u672c\u6587\u5c06\u5168\u9762\u4ecb\u7ecd SERP \u91c7\u96c6\u7684\u6838\u5fc3\u6570\u636e\u7c7b\u578b\u3001\u5e38\u89c1\u5b9e\u73b0\u65b9\u6cd5，\u4ee5\u53ca\u5728\u6279\u91cf\u91c7\u96c6\u65f6\u5982\u4f55\u6b63\u786e\u914d\u7f6e\u4ee3\u7406 IP \u4e0e\u8bf7\u6c42\u53c2\u6570，\u5e2e\u4f60\u9ad8\u6548\u6784\u5efa\u7a33\u5b9a\u7684\u91c7\u96c6\u6d41\u7a0b\u3002\u4e00\u3001\u4ec0\u4e48\u662f SERP \u6570\u636e\u91c7\u96c6？SERP（Search Engine Result Page&#x\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/106583.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-17T10:32:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260917103233-6aabc1c1b7a67.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/106583.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/106583.html\",\"name\":\"SERP\u6570\u636e\u91c7\u96c6\u600e\u4e48\u505a\uff1fGoogle\u641c\u7d22\u7ed3\u679c\u91c7\u96c6\u5b8c\u6574\u6307\u5357 - 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