立即解锁 电商+社交 全维度数据采集

通过 Scrape API的强大采集能力和Amazon Data Pilot的智能运营支持,覆盖电商从数据采集到深度分析的全流程,帮助卖家实时掌握市场趋势、优化选品与广告投放、提升运营效率,驱动业务增长。

Amazon Walmart Google Twitter Instagram data_scraper.py import requests, pandas from bs4 import BeautifulSoup def scrape_data (url, selector): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') data = soup.select(selector) return [item.text for item in data] # Extract data from platforms amazon_data = scrape_data( 'https://www.amazon.com/gp/bestsellers/books/' , '.zg-item-immersion') walmart_data = scrape_data( 'https://www.walmart.com/browse/books' , '.shelf-item-tile')

数据抓取示例

数据抓取演示
沃尔玛
亚马逊
推特
TikTok
Google搜索
示例URL:
https://www.walmart.com/search?q=samsung+galaxy
JSON结果
{
  "products": [
    {
      "position": 1,
      "title": "AT&T Samsung Galaxy A14 5G, 64GB Black - Prepaid Smartphone",
      "image": "https://i5.walmartimages.com/seo/AT-T-Samsung-Galaxy-A14-5G-jpeg",
      "link": "https://wrd.walmart.com/track?bt=1&event=T-click&plmt=sp-search-middle-desktop",
      "price": {
        "currentPrice": "$79.88",
        "rawPrice": "79.88",
        "currency": "$"
      },
      "reviewsCount": "274",
      "ratings": "3.7",
      "shippingMessage": "Free pickup todayDelivery todayFree shipping, arrives in 2 days",
      "isBestSeller": false,
      "outOfStock": false
    },
    {
      "position": 2,
      "title": "AT&T Samsung Galaxy A15 5G 128GB Prepaid Smartphone",
      "image": "https://i5.walmartimages.com/seo/AT-T-Samsung-Galaxy-A15-5G-jpeg",
      "link": "https://wrd.walmart.com/track?bt=1&event=T-click&plmt=sp-search-middle-desktop",
      "price": {
        "currentPrice": "$89.88",
        "rawPrice": "89.88",
        "currency": "$"
      },
      "reviewsCount": "118",
      "ratings": "4.1",
      "shippingMessage": "Free pickup todayFree shipping, arrives in 2 days",
      "isBestSeller": false,
      "outOfStock": false
    }
  ]
}
示例URL:
https://www.amazon.com/s?k=desk
JSON结果
{
  "products": [
    {
      "position": 1,
      "title": "EUREKA ERGONOMIC Small Computer Desk, 40 inch Home Office Writing Desk, Modern Simple Study PC Laptop Table Workstation for Small Spaces, Black",
      "image": "https://m.media-amazon.com/images/I/71Xk56MJYzL._AC_UL320_.jpg",
      "link": "https://www.amazon.com/EUREKA-ERGONOMIC-Computer-Writing-Workstation/dp/B08PWZCGHN",
      "price": {
        "currentPrice": "$89.99",
        "originalPrice": "$119.99",
        "currency": "$",
        "discountPercentage": "25%"
      },
      "reviewsCount": "2,324",
      "ratings": "4.7",
      "isPrime": true,
      "delivery": "Get it by Tomorrow, Mar 22",
      "isBestSeller": true
    },
    {
      "position": 2,
      "title": "FLEXISPOT EC1 Electric Standing Desk, 48 x 24 Inches Height Adjustable Desk, Electric Sit Stand Desk Home Office Desks Whole-Piece Desk Board (Black Frame + 48 x 24 Mahogany Top)",
      "image": "https://m.media-amazon.com/images/I/71iBHR8pTdL._AC_UL320_.jpg",
      "link": "https://www.amazon.com/FLEXISPOT-Standing-Adjustable-Electric-Mahogany/dp/B09SHBD3KV",
      "price": {
        "currentPrice": "$179.99",
        "originalPrice": "$249.99",
        "currency": "$",
        "discountPercentage": "28%"
      },
      "reviewsCount": "6,117",
      "ratings": "4.5",
      "isPrime": true,
      "delivery": "Get it by Tuesday, Mar 26",
      "isBestSeller": false
    }
  ],
  "pagination": {
    "currentPage": 1,
    "totalPages": 20,
    "totalResults": "10,000+ results"
  }
}
示例URL:
https://x.com/elonmusk
JSON结果
{
  "user": {
    "username": "elonmusk",
    "displayName": "Elon Musk",
    "bio": "49, Executive Chair & CTO of X Corp, President of the Ennui Society",
    "location": "A Shortfall of Gravitas",
    "followers": "191.2M",
    "following": "614",
    "isVerified": true,
    "joinDate": "June 2009",
    "profileImage": "https://pbs.twimg.com/profile_images/1683325380441128960/yRsRRjGO_400x400.jpg"
  },
  "tweets": [
    {
      "id": "1767667781646917913",
      "text": "AI continues to improve rapidly",
      "createdAt": "2024-03-12T19:58:04.000Z",
      "replyCount": 15428,
      "retweetCount": 5245,
      "likeCount": 121893,
      "viewCount": "14.8M",
      "hasMedia": false,
      "isReply": false
    },
    {
      "id": "1767248350328910236",
      "text": "SpaceX Starship Flight 3 was a success! We reached orbital velocity & made it most of the way around Earth.\n\nCongrats to the SpaceX team on an amazing flight test!",
      "createdAt": "2024-03-11T16:11:22.000Z",
      "replyCount": 27316,
      "retweetCount": 25789,
      "likeCount": 384677,
      "viewCount": "38.5M",
      "hasMedia": true,
      "isReply": false,
      "media": [
        {
          "type": "photo",
          "url": "https://pbs.twimg.com/media/GIFKuG-WwAA55k1?format=jpg"
        }
      ]
    }
  ]
}
示例URL:
https://www.tiktok.com/@tiktok
JSON结果
{
  "user": {
    "uniqueId": "tiktok",
    "nickname": "TikTok",
    "signature": "Make your day. Our Community Guidelines: link.tiktok.com/community-guidelines",
    "verified": true,
    "followingCount": 478,
    "followerCount": 71800000,
    "heartCount": 498900000,
    "videoCount": 248,
    "profilePictureUrl": "https://p16-sign-va.tiktokcdn.com/tos-maliva-avt-0068/78ae9d4c40facf47182a9bce5c8be808~c5_720x720.jpg"
  },
  "videos": [
    {
      "id": "7367584993647216942",
      "desc": "Explore creativity on TikTok 💫 #ForYou",
      "createTime": 1708693201,
      "duration": 15,
      "stats": {
        "diggCount": 498732,
        "shareCount": 15783,
        "commentCount": 6427,
        "playCount": 9873215
      },
      "covers": {
        "default": "https://p16-sign-va.tiktokcdn.com/obj/tos-maliva-p-0068/7367584993647216942-default"
      },
      "videoUrl": "https://v16-webapp.tiktok.com/video/tos/useast2a/tos-useast2a-pve-0068/o4IM9rAIXAkuBQfENDACzEAgK/",
      "shareUrl": "https://www.tiktok.com/@tiktok/video/7367584993647216942"
    },
    {
      "id": "7363298746574897453",
      "desc": "Find your community on TikTok ✨ #ForYou",
      "createTime": 1707667892,
      "duration": 12,
      "stats": {
        "diggCount": 389541,
        "shareCount": 12879,
        "commentCount": 5321,
        "playCount": 7623451
      },
      "covers": {
        "default": "https://p16-sign-va.tiktokcdn.com/obj/tos-maliva-p-0068/7363298746574897453-default"
      },
      "videoUrl": "https://v16-webapp.tiktok.com/video/tos/useast2a/tos-useast2a-pve-0068/o8BzEdAJbsDEAfAgEAQlImzAqZ/",
      "shareUrl": "https://www.tiktok.com/@tiktok/video/7363298746574897453"
    }
  ]
}
示例URL:
https://www.google.com/search?q=data+scraping
JSON结果
{
  "search_results": [
    {
      "position": 1,
      "title": "data scraping - Google Search",
      "link": "https://www.google.com/search?q=data+scraping",
      "displayed_link": "www.google.com",
      "snippet": "Web results. Data scraping is the process of extracting information from websites. This information is collected and then exported into a format that is more useful for the user. For example, data could be extracted from a range of e-commerce websites and then compiled into a spreadsheet."
    },
    {
      "position": 2,
      "title": "Web scraping - Wikipedia",
      "link": "https://en.wikipedia.org/wiki/Web_scraping",
      "displayed_link": "en.wikipedia.org",
      "snippet": "Web scraping, web harvesting, or web data extraction is data scraping used for extracting data from websites. The web scraping software may directly access the World Wide Web using the Hypertext Transfer Protocol or a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a bot or web crawler. It is a form of copying, in which specific data is gathered from the Web and copied to a local database or spreadsheet for later retrieval or analysis."
    },
    {
      "position": 3,
      "title": "The Beginner's Guide to Web Scraping - ParseHub",
      "link": "https://www.parsehub.com/blog/web-scraping-for-beginners/",
      "displayed_link": "www.parsehub.com",
      "snippet": "Web scraping is an automated way to extract data from any website. Learn how to scrape data and turn any website into a spreadsheet or API."
    }
  ],
  "organic_results": [
    {
      "position": 1,
      "title": "data scraping - Google Search",
      "link": "https://www.google.com/search?q=data+scraping",
      "displayed_link": "www.google.com",
      "snippet": "Web results. Data scraping is the process of extracting information from websites. This information is collected and then exported into a format that is more useful for the user. For example, data could be extracted from a range of e-commerce websites and then compiled into a spreadsheet."
    },
    {
      "position": 2,
      "title": "Web scraping - Wikipedia",
      "link": "https://en.wikipedia.org/wiki/Web_scraping",
      "displayed_link": "en.wikipedia.org",
      "snippet": "Web scraping, web harvesting, or web data extraction is data scraping used for extracting data from websites. The web scraping software may directly access the World Wide Web using the Hypertext Transfer Protocol or a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a bot or web crawler. It is a form of copying, in which specific data is gathered from the Web and copied to a local database or spreadsheet for later retrieval or analysis."
    },
    {
      "position": 3,
      "title": "The Beginner's Guide to Web Scraping - ParseHub",
      "link": "https://www.parsehub.com/blog/web-scraping-for-beginners/",
      "displayed_link": "www.parsehub.com",
      "snippet": "Web scraping is an automated way to extract data from any website. Learn how to scrape data and turn any website into a spreadsheet or API."
    },
    {
      "position": 4,
      "title": "Data Scraping vs. Web Scraping: What's the Difference?",
      "link": "https://brightdata.com/blog/data-scraping-vs-web-scraping",
      "displayed_link": "brightdata.com",
      "snippet": "While the terms are often used interchangeably, data scraping is a broader term that includes web scraping. Data scraping can involve extracting data from various sources, including databases, APIs, and even physical documents. Web scraping specifically focuses on extracting data from websites."
    }
  ],
  "related_searches": [
    {
      "query": "web scraping tools",
      "link": "https://www.google.com/search?q=web+scraping+tools"
    },
    {
      "query": "best web scraping software",
      "link": "https://www.google.com/search?q=best+web+scraping+software"
    },
    {
      "query": "is web scraping legal",
      "link": "https://www.google.com/search?q=is+web+scraping+legal"
    }
  ]
}

想要实时掌握各平台数据动态?立即解锁完整数据维度:

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数据全面覆盖

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全面提升电商运营效率

通过Pangolin的Data Pilot和Scrape API,您可以一站式实现从Amazon数据的采集、解析到跨页面生成运营报表。我们的解决方案为数据服务商和电商卖家提供高效的数据支持,助力快速做出数据驱动的决策,提升运营效率与市场竞争力。

Scrape API

高效抓取Amazon原始数据

支持多种页面类型

通过同步/异步API实时抓取任意网站数据,支持Amazon/Walmart/Google等20+平台结构化采集与解析,日均处理10亿级请求。

Scrape API Plus

Scrape API Plus为您提供灵活且高效的数据获取方式,无需为数据解析而烦恼,助您快速集成和应用到自己的系统中。

核心功能和痛点解决

灵活的数据获取接口,单页面数据提取。解决数据接入难题,帮助用户实现高效的数据流动。
了解详情

Amazon Data Pliot

通过Data Pilot,您可以轻松获取从选品到售后的全链路数据,助力您做出快速而明智的商业决策。 解决数据分散和处理复杂的问题,帮助卖家轻松管理运营数据。

Data Pilot 核心功能

实时数据采集与分析 个性化运营表生成。 适合中小型电商卖家、运营团队。
了解详情

像真实的浏览器一样呈现您要采集的网页

我们为您管理数万个采用最新版Chrome浏览器的无头实例。您只需专注于发送数据采集请求,而无需费心应对低效的无头浏览器问题。

王思远
王思远
CTO @ 云析科技
"Universal Data Scraping API彻底解决了我们的跨平台数据采集烦恼!营销团队能实时获取竞品动态,工程师也不再被困在无头浏览器升级和维护的泥潭里。"

通过分布式智能代理轮换突破访问限制

基于全球边缘节点网络,集成无头浏览器集群与动态指纹混淆技术,通过毫秒级IP切换和自适应反侦察算法,实现复杂网页的精准实时抓取,突破传统爬虫地域限制与反爬封锁。

李明阳
李明阳
联合创始人@极码科技
"相比自建爬虫和代理池每年数十万的运维成本,使用Universal Data Scraping API让我们实现了: 零封禁风险的稳定数据流; 基于业务场景的智能IP调度策略; 开发周期缩短40%的标准化API接入, 现在团队可以专注于数据价值挖掘而非反爬对抗。"

轻松从全网采集并提取所有类型的数据

告别IP封禁与验证码困扰,通用 Scrape API智能托管方案让商业情报获取像浏览网页一样简单,且严格遵守GDPR等数据合规标准。

直面挑战,拥抱数据驱动决策

在Amazon 、沃尔玛等电商快速变化的市场中面临多重挑战,包括缺乏采集能力、个性化需求不足和数据整合困难等问题。Pangolin为您提供全面的解决方案。我们帮助用户实现Amazon 电商数据的快速采集、清洗和整合和个性化定制,从而提升运营效率,增强市场竞争力。让数据驱动您的决策,迎接电商新机遇!

缺乏Amazon 数据采集能力

许多服务商和卖家面临缺乏强大数据采集能力的问题,无法获得市场的全面信息,影响决策和竞争力。

用户痛点:

数据服务商在尝试获取Amazon市场数据时,发现缺少针对特定产品和广告的数据,导致无法提供全面的市场洞察。

原始数据没有解析,无法直接使用

采集的原始页面,没有进行筛选、去重和解析,无法直接使用,影响决策效率

用户痛点:

数据服务商或卖家在尝试获取Amazon市场数据时,面临数据格式不一致,自身缺乏数据清洗能力,导致数据整合出现困难。

数据应用分散,效率低下

现有的Amazon 数据方案无法满足用户的个性化需求,无法提供实时更新的数据,影响决策的及时性。

用户痛点:

每天都要在多个系统和表格之间切换,提取各类数据。这个过程繁琐又耗时,常常需要几个小时才能合并出一份完整的报告。手动操作也导致了不少错误,曾因数据不一致影响了管理层的决策。

Amazon Scrape API

Amazon Scrape API具备强大的数据采集能力,能够获取Amazon前端页面的所有数据,包括SP广告、按邮区采集等功能,每月能处理数十亿的页面数据

— 数据服务商

“Amazon Scrape API让我们能够精准抓取所需数据,极大提升了我们的市场洞察力和决策能力。”
了解更多

Scrape API Plus

Scrape API Plus实现单页面数据提取,无需数据清洗,到手即用,简化数据整合流程,让您轻松管理和分析数据。

—数据分析师

"借助Scrape API Plus的解析功能,我们节省了大量时间,不再需要解析和手动合并数据,开盖即用,非常方便。"
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Amazon Data Pilot

Amazon Data Pilot提供灵活的数据定制与实时更新,确保您获取最新的个性化数据,助力精准决策。

— 电商卖家A

"Amazon Data Pilot能自动跨页面汇总出可直接使用的运营数据,使我们能快速响应市场变化,数据更新频率大大提高,决策也越来越精准。"
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