前言
在如今数字化时代，搜索引擎是企业获取流量和用户洞察的重要工具。无论是SEO平台还是其它相关行业，精准掌握关键词排名、竞争对手动向和AI搜索结果，都是业务决策的重要依据。然而，跨区域、跨设备、跨引擎的搜索结果采集并非易事
- 跨区域 or 跨设备：同一个关键词在不同地区或不同设备（移动端/桌面端）上排名可能差别巨大。如手动查询不仅效率地下，还非常容易出错
- 跨引擎：支持爬取Google、bing等热门引擎
- ip封锁：传统爬虫在高频采集或热门关键词时容易被搜索引擎封锁，导致数据不稳定
- 多数据源格式混杂：Google、Bing、百度、AI搜索引擎（如ChatGPT 等）返回的数据格式不同，数据处理成本高
- 报表自动化受限：数据不标准化，影响分析和自动化报表生成
在这种背景下，Bright Data提供的 SERP API 成为最有效的解决方案，为全球SEO、AI搜索数据采集提供高精度、结构化、稳定的支持
Bright Data SERP API 优势
1.全球多引擎覆盖
Bright Data SERP API支持全球195个国家和地区，精准定位至城市级别。包括支持Google、Bing、DuckDuckGo、百度、Yandex 同时支持移动端与桌面端等多设备维度2.高可用、高并发
保证99.9%在线SLA，无并发请求限制，可在高峰期或促销季稳定运行。3.结构化输出
标准JSON、HTML、Markdown格式输出，直接对接报表/分析系统，极大降低数据处理/二次开发成本4.按成功付费，成本可控
只为成功采集的数据付费，公开透明5.支持AI搜索引擎（ChatGPT、Perplexity等）采集
覆盖主流和新兴AI SERP，为AEO优化、AI智能洞察等前沿应用场景赋能6.专业客户支持 + 行业敏锐度
API/服务随行业生态和算法变动快速响应升级，保障客户永远第一时间获得最新最全SERP数据7.行业实践验证
大量SaaS平台、SEO工具、全球电商和品牌管理方在高频使用Bright Data SERP API，支撑业务高速迭代
演示
实时追踪Google/Bing/百度等主要搜索引擎的关键词排名
创建并获取 SERP API 密钥
进入亮数据的用户控制面板——https://www.bright.cn/cp/zones
创建一个搜索引擎爬虫SERP
-
创建完成后即可看到API密钥了 -
获取关键词排名
Python环境
Bright Data 还提供非常人性化的图形化页面配置程序。通过直观的界面，无需编程经验也可以轻松完成对参数的设置，而无需手动编写大量代码
在配置界面中，仅需选择目标搜索引擎、国家/城市等参数，系统就能自动生成对应的请求代码，可以直接拷贝到Python、shell或其他环境中使用。这不仅大大降低了技术门槛， 也让采集流程变得快速而高效
也可以直接使用以下Python 代码模板快速调用👇（附带具体代码含义）：
import requests
import json
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer 你的API密钥',
}
# 在url中可自定义添加一些参数例如地理位置，设备信息等
payload = {
'zone': '你命名的SEARP API区域名称', # 例如在我这现在是“serp_api1”
'url': 'https://google.com/search?q=可替换的关键词&gl=地区&brd_json=返回结果【1为json，html为html】', # 可替换关键词就是你需要搜索的关键词，地区为你所需要查询的地区
'format': 'raw'
}
response = requests.post(
'https://api.brightdata.com/request',
json=payload,
headers=headers
)
print(response.text)
data = json.loads(response.text)
print("\n关键词排名结果：")
for item in data.get("organic", [])[:5]: # 筛选出前5名的标题和链接信息
print(f"排名:{item['rank']} | 标题:{item['title']} | 链接:{item['link']}")
具体代码【查询前5位Google搜索引擎中AI关键词在US(美国)地区的结果并返回一个json格式】
import requests
import json
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer API密钥信息',
}
payload = {
'zone': 'serp_api1', # 创建时命名的 SEARP API 区域名称
'url': 'https://google.com/search?q=AI&gl=US&brd_json=1', # google.com【google搜索引擎】q=AI【关键词为AI】&gl=US【地理位置为US】&brd_json=1【返回json格式】
'format': 'raw'
}
response = requests.post(
'https://api.brightdata.com/request',
json=payload,
headers=headers
)
print(response.text)
data = json.loads(response.text)
print("\n关键词排名结果：")
for item in data.get("organic", [])[:5]:
print(f"排名:{item['rank']} | 标题:{item['title']} | 链接:{item['link']}")
运行程序后的返回结果
{"general":{"search_engine":"google","query":"AI","results_cnt":8610000000,"search_time":0.36,"language":"en","location":"United States","mobile":false,"basic_view":false,"search_type":"text","page_title":"AI - Google Search","timestamp":"2025-11-25T19:08:07.729Z"},"input":{"original_url":"https://google.com/search?q=AI&gl=US&brd_json=1","request_id":"hl_051d511c_grj5ipd6hx"},"navigation":[{"title":"AI Mode","href":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&udm=50&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&aep=1&ntc=1&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ2J8OegQIERAE"},{"title":"Images","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=2&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQtKgLegQIExAB"},{"title":"News","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&q=AI&tbm=nws&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ0pQJegQIGRAB"},{"title":"Videos","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=7&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQtKgLegQIFRAB"},{"title":"Shopping","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=28&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&ved=1t:220175&ictx=111"},{"title":"Short videos","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=39&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegQIGBAB"},{"title":"Maps","href":"https://maps.google.com/maps?sca_esv=a52577f178443ecc&hl=en&output=search&q=AI&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&entry=mc&ved=1t:200715&ictx=111"},{"title":"Forums","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=18&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegUIlwEQAQ"},{"title":"Web","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=14&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegUIpAEQAQ"},{"title":"Books","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&q=AI&udm=36&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ0pQJegUIoQEQAQ"}],"organic":[{"link":"https://openai.com/","display_link":"https://openai.com","title":"OpenAI","description":"We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. 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Here are the receipts.","author":"Internet of Bugs · YouTube","source":"Software professional","date":"8K+ views · 4 hours ago","link":"https://www.youtube.com/watch?v=1IQ9IbJVZnc","image":"https://img.youtube.com/vi/1IQ9IbJVZnc/hqdefault.jpg","image_url":"https://img.youtube.com/vi/1IQ9IbJVZnc/hqdefault.jpg"},{"title":"‘We are not Enron’: Nvidia rejects AI bubble fears Popular comment · Company benefitting the most from the AI bubble rejects AI bubble fears. Latest comment · Yikes. I feel if you are mentioning Enron in any defense, you are in a bad spot. \"I mean, I am no John Wayne gacy but...\"","author":"r/technology","source":"Reddit","date":"240+ comments · 2 hours ago","link":"https://www.reddit.com/r/technology/comments/1p6h9gb/we_are_not_enron_nvidia_rejects_ai_bubble_fears/"},{"title":"Malo Santo CEO on the current trends in the AI race","author":"CNBC Television · YouTube","source":"Business news provider","date":"450+ views · 2 hours ago","link":"https://www.youtube.com/watch?v=9BX20Y-hZns","image":"https://img.youtube.com/vi/9BX20Y-hZns/hqdefault.jpg","image_url":"https://img.youtube.com/vi/9BX20Y-hZns/hqdefault.jpg"}],"top_ads":[{},{}],"bottom_ads":[{},{},{},{}],"pagination":{"pages":[{"page":2,"start":10,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=10&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAE"},{"page":3,"start":20,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=20&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAG"},{"page":4,"start":30,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=30&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAI"},{"page":5,"start":40,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=40&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAK"},{"page":6,"start":50,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=50&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAM"},{"page":7,"start":60,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=60&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAO"},{"page":8,"start":70,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=70&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAQ"},{"page":9,"start":80,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=80&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAS"},{"page":10,"start":90,"link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=90&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAU"}],"current_page":1,"next_page":2,"next_page_start":10,"next_page_link":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&ei=lv4ladWBE7ye5NoPyseNoAw&start=10&sa=N&sstk=Af77f_e5rJ6UUL16HtVVlyMADPOI5xdwhXSl4daSJmkDS5hYW07lvPdMr5mTb8N1AL2C_gvcx62UePcOm87xt438O1IgvSRNeUNYhg&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ8tMDegQIDRAE"},"people_also_ask":[{"question":"Which AI is free?","question_link":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=50&q=Which+AI+is+free%3F+List+free+AI+image+generators&aep=64&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQy8AQKAJ6BAhQEAk","answer_link":"https://www.youtube.com/watch?v=Zzi7JwXyCb4&t=550","rank":1,"global_rank":7},{"question":"What exactly does AI mean?","question_link":"https://cloud.google.com/learn/what-is-artificial-intelligence#:~:text=Artificial%20intelligence%20(AI)%20is%20a,and%20even%20providing%20helpful%20suggestions.","answers":[{"type":"exact_answer","title":"Artificial intelligence","rank":1},{"type":"answer","value":{"text":"Artificial intelligence (AI) is a set of technologies that empowers computers to learn, reason, and perform a variety of advanced tasks in ways that used to require human intelligence, such as understanding language, analyzing data, and even providing helpful suggestions."},"rank":2}],"rank":2,"global_rank":8},{"question":"What did Elon Musk say about AI?","question_link":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=50&q=What+did+Elon+Musk+say+about+AI%3F+Explain+his+call+for+AI+regulation&aep=64&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQy8AQKAJ6BAhYEAk","answer_link":"/search?sca_esv=a52577f178443ecc&hl=en&q=Work+will+be+optional&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQxccNegUI9wEQAw","rank":3,"global_rank":9},{"question":"How to get Google AI?","answer_link":"http://google.com/","rank":4,"global_rank":10}]}
关键词排名结果：
排名:1 | 标题:OpenAI | 链接:https://openai.com/
排名:2 | 标题:Google Gemini | 链接:https://gemini.google.com/
排名:3 | 标题:AI Chat | 链接:https://deepai.org/chat
排名:4 | 标题:Perplexity AI | 链接:https://www.perplexity.ai/
排名:5 | 标题:Artificial intelligence | 链接:https://en.wikipedia.org/wiki/Artificial_intelligence
shell环境
语法稍微有点不同但是主要参数不变
curl https://api.brightdata.com/request -H "Content-Type: application/json" -H "Authorization: Bearer API密钥" -d "{\"zone\": \"serp_api1\",\"url\": \"https://www.google.com/search?q=ai\", \"format\": \"raw\"}"
以上命令返回结果为html，结果如下：
将结果保存为html文件打开为如下页面，也正好对上了上面筛选的前5位的数据无误
最终获取结果
json以及筛选后的结果：
{"general":{"search_engine":"google","query":"AI","results_cnt":8610000000,"search_time":0.36,"language":"en","location":"United States","mobile":false,"basic_view":false,"search_type":"text","page_title":"AI - Google Search","timestamp":"2025-11-25T19:08:07.729Z"},"input":{"original_url":"https://google.com/search?q=AI&gl=US&brd_json=1","request_id":"hl_051d511c_grj5ipd6hx"},"navigation":[{"title":"AI Mode","href":"https://google.com/search?q=AI&sca_esv=a52577f178443ecc&hl=en&udm=50&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&aep=1&ntc=1&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ2J8OegQIERAE"},{"title":"Images","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=2&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQtKgLegQIExAB"},{"title":"News","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&q=AI&tbm=nws&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ0pQJegQIGRAB"},{"title":"Videos","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=7&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQtKgLegQIFRAB"},{"title":"Shopping","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=28&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&ved=1t:220175&ictx=111"},{"title":"Short videos","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=39&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegQIGBAB"},{"title":"Maps","href":"https://maps.google.com/maps?sca_esv=a52577f178443ecc&hl=en&output=search&q=AI&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&entry=mc&ved=1t:200715&ictx=111"},{"title":"Forums","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=18&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegUIlwEQAQ"},{"title":"Web","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&udm=14&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&q=AI&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQs6gLegUIpAEQAQ"},{"title":"Books","href":"https://google.com/search?sca_esv=a52577f178443ecc&hl=en&q=AI&udm=36&source=lnms&fbs=AIIjpHxU7SXXniUZfeShr2fp4giZ1Y6MJ25_tmWITc7uy4KIeqDdErwP5rACeJAty2zADJgYJpo1blvMpITBRgbnARM6y8KwxzRsF24u6g33NutBQod-bHaq-BaxULyF1bB2Uqyl-vUCNqEkT_YgKWrg4nlgIgtJDN8PYh5ozrABlRQ5aXJDZxAIbMOAM9soz4Ir11tZ76Bv-Q6kZAI729A6TsfHvehHyw&sa=X&ved=2ahUKEwjVpMT__42RAxU8D1kFHcpjA8QQ0pQJegUIoQEQAQ"}],"organic":[{"link":"https://openai.com/","display_link":"https://openai.com","title":"OpenAI","description":"We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and beneficial ...","extensions":[{"type":"site_link","text":"Introducing ChatGPT","link":"https://openai.com/index/chatgpt/","rank":1},{"type":"site_link","text":"About","link":"https://openai.com/about/","rank":2},{"type":"site_link","text":"Preparing for future AI...","link":"https://openai.com/index/preparing-for-future-ai-capabilities-in-biology/","rank":3},{"type":"site_link","text":"Research","link":"https://openai.com/research/","rank":4}],"rank":1,"global_rank":1},{"link":"https://gemini.google.com/","display_link":"https://gemini.google.com","title":"Google Gemini","description":"Meet Gemini, Google's AI assistant. Get help with writing, planning, brainstorming, and more. Experience the power of generative AI.","extensions":[{"type":"site_link","text":"Gemini (Google)","link":"https://gemini.google.com/?hl=en-IN","rank":1},{"type":"site_link","text":"Google Workspace AI Solutions","link":"https://workspace.google.com/solutions/ai/","rank":2},{"type":"site_link","text":"Generative AI on Vertex AI","link":"https://docs.cloud.google.com/vertex-ai/generative-ai/docs/multimodal/image-generation","rank":3},{"type":"site_link","text":"CLI","link":"https://docs.cloud.google.com/gemini/docs/codeassist/gemini-cli","rank":4}],"rank":2,"global_rank":2},{"link":"https://deepai.org/chat","display_link":"https://deepai.org › chat","title":"AI Chat","description":"AI Chat is an AI chatbot that writes text. 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Here are the receipts.","author":"Internet of Bugs · YouTube","source":"Software professional","date":"8K+ views · 4 hours ago","link":"https://www.youtube.com/watch?v=1IQ9IbJVZnc","image":"https://img.youtube.com/vi/1IQ9IbJVZnc/hqdefault.jpg","image_url":"https://img.youtube.com/vi/1IQ9IbJVZnc/hqdefault.jpg"},{"title":"‘We are not Enron’: Nvidia rejects AI bubble fears Popular comment · Company benefitting the most from the AI bubble rejects AI bubble fears. Latest comment · Yikes. I feel if you are mentioning Enron in any defense, you are in a bad spot. \"I mean, I am no John Wayne gacy but...\"","author":"r/technology","source":"Reddit","date":"240+ comments · 2 hours ago","link":"https://www.reddit.com/r/technology/comments/1p6h9gb/we_are_not_enron_nvidia_rejects_ai_bubble_fears/"},{"title":"Malo Santo CEO on the current trends in the AI race","author":"CNBC Television · YouTube","source":"Business news provider","date":"450+ views · 2 hours 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关键词排名结果：
排名:1 | 标题:OpenAI | 链接:https://openai.com/
排名:2 | 标题:Google Gemini | 链接:https://gemini.google.com/
排名:3 | 标题:AI Chat | 链接:https://deepai.org/chat
排名:4 | 标题:Perplexity AI | 链接:https://www.perplexity.ai/
排名:5 | 标题:Artificial intelligence | 链接:https://en.wikipedia.org/wiki/Artificial_intelligence
html原数据即未对数据进行筛选结果：
在使用结束后可以在亮数据后台看到产生的所有流量数据
结语
Bright Data SERP API不仅提供全球化、多引擎的SEO数据采集能力，还支持AI搜索引擎采集，满足前沿AEO优化需求。无论是SEO平台、电商企业、品牌监控机构还是AI数据分析团队，都可以通过该API高效获取结构化数据，支撑业务洞察与快速决策。
现在免费注册试用Bright Data SERP API，即可获得$10美金体验额度，体验行业领先的多引擎网页与AI搜索结果采集能力，助力SEO、AEO及智能分析场景优化
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