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AI Prompt 零代码爬虫,AI Scraper Studio 让数据采集变得如此简单

作者:不觉心动
  • 2025-12-10
    美国
  • 本文字数:4507 字

    阅读完需:约 15 分钟

AI Prompt 零代码爬虫,AI Scraper Studio - 让数据采集变得如此简单

前言

做 AI 模型训练要喂数据,优化 SEO 要扒竞品信息,做行业分析要攒数据——现在不管干哪行,都绕不开“数据采集”。

不会代码的小白,只能对着网页复制粘贴,一天也弄不完几百条;会写代码的技术,好不容易撸出爬虫,结果目标网站一改版,代码直接报废;更糟的是 IP 总被封,爬着爬着就断了,数据缺斤少两。

直到试了 Bright Data 的 AI Scraper Studio,才发现数据采集能这么简单——不用写一行代码,说句话就让 AI 帮你搞定,连反爬、维护都不用管。

 

一、  AI Scraper Studio 的优势

Bright Data 在实际业务中主流的数据管道搭建方案有 Web Scraper API、IDE 自定义开发和 AI Scraper Studio 三种,三者各有适配场景:Web Scraper API 零代码易上手、运维省心,但自定义能力有限;IDE 自定义开发支持极致定制、可采集任意数据,却有较高的代码门槛和运维压力。

AI Scraper Studio 结合了前两者的核心优势 —— 既具备 Web Scraper API 的零代码特性,能通过自然语言 prompt 快速生成爬虫脚本,实现极速上线;又保留了 IDE 自定义开发的扩展性与代码级控制能力,可满足大规模多网站采集的复杂需求,完美适配追求效率与弹性的现代数据团队。

1. Prompt 驱动极速爬虫:输入自然语言即可自动生成 Scraper 脚本与 API,分钟级上线;无需深度开发。

2. 自愈与扩展性:集成 Bright Data 全球代理与解封核心,轻点“再生成”即可应对网站变动,无惧反 爬。

3. 全可见可控:难以用 prompt 完全描述的场景,也可进入 IDE 手动优化脚本,灵活支持各类复杂定

制。

4. 自动化交付与调度:支持 API/Webhook/云端推送(S3、Azure、GCS),满足大规模持续运行与集 成需求。

5. 高性价比和企业级服务:只为有效结果付费;高并发、弹性调度,一站式客服和专业支持。

二、  AI Prompt 零代码爬取

在使用 AI Scraper Studio 之前,我们要注册 Bright Data 官方账号,然后进行使用。登录到平台之后可以看到下面的页面


然后我们选择“数据集”商城


可以看到数据集非常丰富,但是这不是要讲的重点



1、根据模版创建爬虫

我们如何使用 AI 来帮我们自定义数据集呢?我们在数据集的下方,找到“构建一个网页爬虫”



接着会出现一个弹框,让我们去创建爬虫,这里我选择使用 AI 创建一个自定义爬虫案例



我们这里选择”Amazon Products“模版,可以看到为我们生成了模版代码,主要是为了爬取商品详情页的数据


let url = new URL(input.url);url.searchParams.set('th', '1');url.searchParams.set('psc', '1');if (!/\/dp\//.test(url.toString()))    bad_input('Input URL is not link to product.'); close_popup('#sp-cc-accept', '#sp-cc-accept');detect_block({selector: '#captchacharacters'}, {exists: true});detect_block({selector: '[action="/errors/validateCaptcha"]'}, {exists: true}); navigate(url.href, {referer: 'https://www.google.com/'});wait_any(['[href="/ref=cs_503_link"]', '#productTitle', '#dpSorryPage',    '#captchacharacters', '[action="/errors/validateCaptcha"]']);if (el_exists('[href="/ref=cs_503_link"]'))    throw Error("Sorry! Something went wrong on our end. Please go back and try again or go to Amazon's home page.");if (el_exists('#dpSorryPage'))    throw Error('Failed loading page by Amazon internal error (#dpSorryPage)');el_exists('#prodDetails', 10e3);collect(parse());
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我们在下面输入的地方输入商品的详细地址,随后点击右上面的执行脚本按钮,可以看到爬虫实况



2、创建自定义爬虫

随后我创建一个自定义爬虫 爬虫 URL:https://www.amazon.com/dp/B0FRNNXWNK/ref=sr_1_1_sspa 提示词:Help me crawl product reviews and basic product information

然后点击下面的生成代码按钮



随后可以看到代码生成中



随后可以在我的爬虫看到生成的爬虫



点击之后,再次点击下面的“Start”按钮


随后可以查看



[  {    "product_title": "SteelSeries Arctis Nova 7 Wireless Gen 2 Gaming Headset - Real-Time App Control, 50+ HR Play, Neodymium Drivers, Mix 2.4GHz/Bluetooth, PC, PS5, PS4, Switch 1/2, Mobile - White",    "price": {      "value": 189.99,      "currency": "USD",      "symbol": "$"    },    "rating": 4.1,    "review_count": 7128,    "availability": "In Stock",    "brand": "SteelSeries",    "color_options": [      "B0FRNR8Y11",      "B0FRNPW7HS",      "B0FRNNXWNK",      "B0CT454B81",      "B0CLZ26Y7Y"    ],    "style_options": [      "Xbox",      "PlayStation",      "PC | PlayStation"    ],    "main_image_url": "https://m.media-amazon.com/images/I/61jjUyYY-1L._AC_SL1500_.jpg",    "additional_images": [      "https://m.media-amazon.com/images/G/01/HomeCustomProduct/360_icon_73x73v2._AC_SL1500_.png",      "https://m.media-amazon.com/images/I/31oMDldDbqL._AC_SL1500_.jpg",      "https://m.media-amazon.com/images/I/41syuNfbncL._AC_SL1500_.jpg",      "https://m.media-amazon.com/images/I/41cZjxQA0UL._AC_SL1500_.jpg",      "https://m.media-amazon.com/images/I/41UdhxMWFTL._AC_SL1500_.jpg",      "https://m.media-amazon.com/images/I/41mGwO8gCsL._AC_SL1500_.jpg",      "https://m.media-amazon.com/images/I/41Y1F+D-9eL._AC_SL1500_.jpg"    ],    "features": [      "REAL-TIME GAME AUDIO CONTROL — Pinpoint enemies with what GamingTrend calls “the biggest cheat code in the industry. 200+ game specific audio presets to choose from",      "IMPROVED 50H+ BATTERY LIFE — Over 40% more charge than the previous generation, plus optimized USB-C Fast Charge",      "SIMULTANEOUS 2.4GHZ + BLUETOOTH — Mix game and mobile audio",      "PLUG-&-PLAY USB-C — Unlock 2.4GHz cross-platform gaming with the portable wireless dongle. USB-A adapter included",      "NEODYMIUM MAGNETIC DRIVERS — Custom-designed high-fidelity audio drivers for clear audio. Set your sound quality to glorious with a deep and detailed soundscape and 360° Spatial Audio support.",      "MIC NOISE REJECTION — ClearCast Gen 2 mic reduces background noise by up to -25db. Block keyboard clicks, fans & ambient noise so your voice cuts through. Enhanced by Sonar AI on PC",      "PREMIUM CONSTRUCTION — Balanced performance and weight with a rugged steel frame and comfy elastic headband plus memory foam cushions, now in 3 new colorways"    ],    "product_description": "Arctis Nova 7 Wireless Gen 2 sets your audio quality to glorious once again, returning with upgrades and Arctis Companion app compatibility for ultimate control of gaming audio. Access over 200 EQ audio presets made for fan-favorite games, such as Call of Duty, Fortnite, Minecraft, and many more, enabling you to hear all the finer details with enhanced clarity, whether that's enemy footsteps, consumables, explosions, or simply more immersion. Control it all with your phone; while you hear your game with the 2.4GHz connection, you're simultaneously connected via Bluetooth to hear your music or take calls at the same time -- which can also be enhanced via separate music presets to boost that bass. Game it up for longer with greatly improved battery life, with 40% more capacity, granting up to 50 hours of usage (and with USB-C Fast Charge). Play across many platforms with the versatile Arctis Nova 7 Gen 2, delivering superior audio with custom-made Neodymium Magnetic Drivers, whether that's on your PC, PlayStation 5/4, Nintendo Switch 1/2, or handhelds & mobile devices. Your fully retractable ClearCast Gen 2 microphone has built in noise rejection, which you can enhance even further on PC. This high-quality gaming headset features premium construction for durability; balanced weight with a strong steel frame and AirWeave Memory Foam cushions keep you comfortable for long sessions. The new Arctis Nova 7 Wireless Gen 2 comes in new colorways, making it a great marker of stye -- with Black, White, and Magenta available.",    "compatibility": [      "PC",      "PlayStation"    ],    "battery_life": "50 hours",    "connectivity": "Wireless",    "seller": "Amazon Resale",    "shipping_info": "Sold by Amazon Resale and Fulfilled by Amazon .",    "input": {      "url": "https://www.amazon.com/dp/B0FRNNXWNK/ref=sr_1_1_sspa?_encoding=UTF8&content-id=amzn1.sym.971294fa-7a1b-4a02-89ed-49f0f15a6df4&dib=eyJ2IjoiMSJ9.GS1XKxwE4eG80X5DC5C5JryoM7l4ulPJFWzk2adIPJ_vSW-XvZ4_YgJDcV136eu2uzp6Woejx8UQZnDAYEdG9bQffl0UEK3gbwd1DvsK4XTIAeGgOr-WiJuAY0Ag5GOec6lK_v2V0s5a9Z4sMieG9MBGQajwvSgk2HHYO27X6FXvja-lSVx1rb42Bvj7vMXKnzLFUHrENZnhir60EPufed3qdOyTGLec7C0ldnD9zio.CaF_xM5Zjy9I_OyoITcx2K2b6a3t0iTAOUc-sn4HsDA&dib_tag=se&keywords=gaming+headsets&pd_rd_r=29a900c9-79fb-42bb-8fce-84cca0f490e8&pd_rd_w=apBSu&pd_rd_wg=4Nqqg&qid=1765201571&sr=8-1-spons&sp_csd=d2lkZ2V0TmFtZT1zcF9hdGY&psc=1"    }  }]
复制代码


三、AI Scraper Studio 可以解决那些问题

在数据采集的实际场景中,传统爬虫模式的短板已成为制约业务效率的“拦路虎”,其核心痛点贯穿于开发、运维、业务拓展全流程,让数据采集陷入“投入高、隐患多、响应慢”的困境。而 AI Scraper Studio 凭借 AI 驱动的技术优势,精准击破传统方式的各类弊端,具体解决的问题如下:

● 多网站采集时经常面临代理、封锁、代码易挂、数据不一致等工程难题

● 方案升级或业务变化时,数据抓取流程改动费时费力

● 市场机会快速变化,时间窗口短,爬虫交付速度影响业务和竞争力

● 缺乏低门槛、高弹性的生产级数据采集方案

最后

从实际使用来看,无论是借助现成模版快速爬取数据,还是通过自定义 Prompt 定向采集商品评论与基础信息,AI Scraper Studio 都能实现简单高效的操作。更关键的是,它精准破解了传统爬虫的核心痛点:既解决了多网站采集时的代理、封锁、代码易失效、数据不一致等工程难题,又能在方案升级或业务变动时快速调整抓取流程,以极快的交付速度适配市场窗口期,为用户提供了低门槛、高弹性的生产级数据采集方案,彻底改变了数据采集的传统作业模式,为各类数据驱动型业务的落地扫清了技术障碍。

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