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AI Answer Engine Scrapers

Gain insight into prompts and responses generated by AI chatbots and search engines, including questions, answers, sources, and context.

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  • Explore real-time results from AI search tools
  • Scrape on demand via API or no-code scraper
  • Capture full responses with sources & citations
  • Understand query context and collect direct answers

Trusted by 20,000+ customers worldwide

Web Scrapers API

Web Scraper API Library

Effortlessly capture structured responses from advanced AI models, including relevant metadata such as sources, citations, and context.

ChatGPT Search

URL, Prompt, Answer html, Answer text, Links attached, Citations, Recommendations, Country, and more.
Views261+
Downloads162+
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Google AI Mode Search

URL, Prompt, Answer html, Answer text, Links attached, Citations, Index, Country, and more.
Views232+
Downloads35+
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Gemini Search

URL, Prompt, Answer html, Answer text, Links attached, Citations, Country, Index, and more.
Views225+
Downloads19+
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Perplexity Search

URL, Prompt, Answer html, Answer text, Answer text markdown, Sources, Source html, Is shopping data, and more.
Views220+
Downloads49+
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Grok Search

URL, Prompt, Answer text, Answer html, Index, Answer text markdown, Citations, Response raw, and more.
Views220+
Downloads12+
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Bing Copilot Search

URL, Prompt, Answer text, Answer html, Answer text markdown, Sources, Index, Answer section html, and more.
Views218+
Downloads11+
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Available delivery options

PRICING

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Effortlessly scrape web data

Scraper API for AI chatbots
Use this API to start collecting data with specified parameters
  • API based scraper
    Use our interface to build your api request
  • Automation in scale
    Build your own scheduler to control the frequency
  • Delivery
    Deliver the data to your preferred storage or download it
No-Code Scraper for AI chatbots
Use this "Plug and Play" scraper to start collecting data
  • Control Panel based scraper
    The entire interaction is within our control panel
  • Easy to use
    Add your input to the scraper and you are ready to go
  • Retrieve results from the CP
    Results can be downloaded directly from the CP

CODE EXAMPLES

Dedicated endpoints for leading AI Chatbots.

Input
JSON 
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://chatgpt.com/","prompt":"Top hotels in New York","country":"","additional_prompt":"","web_search":false},{"url":"https://chatgpt.com/","prompt":"What are the biggest business trends to watch in the next five years?","country":"","additional_prompt":"","web_search":false},{"url":"https://chatgpt.com/","prompt":"Analyze the key factors that influence customer buying decisions in online marketplaces.","country":"","additional_prompt":"","web_search":false}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7aof0k82r803d5bjm&format=json&uncompressed_webhook=true"
Output
JSON 
[
  {
    "db_source": "ub_cache",
    "timestamp": "2025-12-21",
    "url": "https:\/\/chatgpt.com\/?q=Comparing%20different%20supplier%20management%20platforms%20for%20enhanced%20collaboration",
    "prompt": "Comparing different supplier management platforms for enhanced collaboration",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 data-build=\u0022prod-689d5177bc9a8fbd9a5096a3d7f3bf978911f0ce\u0022 dir=\u0022ltr\u0022 class=\u0022light\u0022 data-chat-theme=\u0022u...",
    "answer_text": "Here’s a comparative overview of leading supplier management platforms focused on enhancing collaboration, supplier visi...",
    "links_attached": [
      {
        "position": 1,
        "text": "tecplace.odoo.com 2+ HighRadius 2+",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "position": 2,
        "text": "HighRadius 1+",
        "url": "https:\/\/www.highradius.com\/resources\/Blog\/best-supplier-management-tools\/?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "tecplace.odoo.com 1+",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "position": 4,
        "text": "tecplace.odoo.com 1+",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "position": 5,
        "text": "tecplace.odoo.com 1+",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "position": 6,
        "text": "Refrens",
        "url": "https:\/\/www.refrens.com\/grow\/vendor-management-software-our-top-15-picks\/?utm_source=chatgpt.com"
      },
      {
        "position": 7,
        "text": "tecplace.odoo.com 1+",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "position": 8,
        "text": "Benjamin Gordon Cambridge Capital",
        "url": "https:\/\/benjamin-gordon.com\/10-best-supplier-relationship-management-software-for-collaboration\/?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": null,
        "domain": "tecplace.odoo.com",
        "icon": null,
        "title": "Top 10 Supplier Relationship Management Software for 2025 | Tecplace",
        "url": "https:\/\/tecplace.odoo.com\/blog\/our-blog-1\/top-10-supplier-relationship-management-software-for-2025-11?utm_source=chatgp..."
      },
      {
        "cited": true,
        "description": "November 2, 2025",
        "domain": "HighRadius",
        "icon": null,
        "title": "The 10 Best Supplier Management Software in 2025",
        "url": "https:\/\/www.highradius.com\/resources\/Blog\/best-supplier-management-tools\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "August 24, 2025",
        "domain": "Refrens",
        "icon": null,
        "title": "Best Vendor Management Software 2025 (Top Tools Compared)",
        "url": "https:\/\/www.refrens.com\/grow\/vendor-management-software-our-top-15-picks\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "October 30, 2025",
        "domain": "Benjamin Gordon Cambridge Capital",
        "icon": null,
        "title": "10 Best Supplier Relationship Management Software",
        "url": "https:\/\/benjamin-gordon.com\/10-best-supplier-relationship-management-software-for-collaboration\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "May 1, 2025",
        "domain": "Reddit",
        "icon": null,
        "title": "Is there a decent tool out there for managing supplier quality outside the ERP?",
        "url": "https:\/\/www.reddit.com\/\/r\/supplychain\/comments\/1kcbaqn\/is_there_a_decent_tool_out_there_for_managing\/?utm_source=chatgpt..."
      },
      {
        "cited": true,
        "description": "March 6, 2025",
        "domain": "ProQ Smart",
        "icon": null,
        "title": "Choosing the Right Supplier Management Software | ProQsmart",
        "url": "https:\/\/proqsmart.com\/blog\/choosing-the-right-supplier-management-software-features-to-look-for\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "Concord",
        "icon": null,
        "title": "Supplier Relationship Management Tools: The Guide for 2025 - Contract Management Software | Concord",
        "url": "https:\/\/www.concord.app\/blog\/supplier-relationship-management-tools-2025?utm_source=chatgpt.com"
      },
      {
        "cited": false,
        "description": "— GRAPHITE CONNECT  Graphite Connect simplifies vendor management through a shared supplier network. Suppliers create a ...",
        "domain": "graphiteconnect.com",
        "icon": null,
        "title": "Best Supplier Portal Software to Streamline Your Procurement Workflow in 2025",
        "url": "https:\/\/www.graphiteconnect.com\/blog\/best-supplier-portal-software-to-streamline-your-procurement-workflow-in-2025\/?utm_..."
      }
    ]
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2025-12-21",
    "url": "https:\/\/chatgpt.com\/?q=What%20does%20Billie%20Eilish%20perfume%20smell%20like?",
    "prompt": "What does Billie Eilish perfume smell like?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 data-build=\u0022prod-689d5177bc9a8fbd9a5096a3d7f3bf978911f0ce\u0022 dir=\u0022ltr\u0022 class=\u0022light\u0022 style=\u0022color-schem...",
    "answer_text": "Billie Eilish\u0027s perfume, simply called \u0022Eilish,\u0022 is described as having a warm, sweet, and comforting scent. It combines...",
    "links_attached": null,
    "citations": null
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2025-12-21",
    "url": "https:\/\/chatgpt.com\/?q=Is%20HauteLook%20the%20same%20as%20Nordstrom%20Rack?",
    "prompt": "Is HauteLook the same as Nordstrom Rack?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 data-build=\u0022prod-689d5177bc9a8fbd9a5096a3d7f3bf978911f0ce\u0022 dir=\u0022ltr\u0022 class=\u0022light\u0022 data-chat-theme=\u0022u...",
    "answer_text": "HauteLook and Nordstrom Rack are similar, but they\u0027re not exactly the same. Nordstrom Rack is the off-price retail divis...",
    "links_attached": null,
    "citations": null
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2025-12-21",
    "url": "https:\/\/chatgpt.com\/?q=test%20plan%20software",
    "prompt": "test plan software",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 data-build=\u0022prod-689d5177bc9a8fbd9a5096a3d7f3bf978911f0ce\u0022 dir=\u0022ltr\u0022 class=\u0022light\u0022 data-chat-theme=\u0022u...",
    "answer_text": "A test plan in software development is a detailed document that outlines the testing strategy for a software project. It...",
    "links_attached": null,
    "citations": null
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2025-12-21",
    "url": "https:\/\/chatgpt.com\/?q=compare%20terraform%20cloud%20vs%20competitors%20which%20platform%20better%20for%20infrastructure...",
    "prompt": "compare terraform cloud vs competitors which platform better for infrastructure automation",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 data-build=\u0022prod-689d5177bc9a8fbd9a5096a3d7f3bf978911f0ce\u0022 dir=\u0022ltr\u0022 class=\u0022light\u0022 data-chat-theme=\u0022u...",
    "answer_text": "Here’s a comparative overview of Terraform Cloud and its main competitors for infrastructure automation — focusing on fe...",
    "links_attached": [
      {
        "position": 1,
        "text": "Spacelift",
        "url": "https:\/\/spacelift.io\/blog\/terraform-cloud-vs-spacelift?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Spacelift",
        "url": "https:\/\/spacelift.io\/blog\/terraform-cloud-vs-spacelift?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "firefly.ai",
        "url": "https:\/\/www.firefly.ai\/academy\/terraform-cloud?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "UnYaml",
        "url": "https:\/\/unyaml.com\/blog\/pulumi-vs-terraform?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "Reddit",
        "url": "https:\/\/www.reddit.com\/\/r\/Terraform\/comments\/1pngkr4\/hcp_terraform_free_is_ending_choose_a_new_plan\/?utm_source=chatgpt...."
      },
      {
        "position": 6,
        "text": "ControlMonkey",
        "url": "https:\/\/controlmonkey.io\/terraform-cloud\/?utm_source=chatgpt.com"
      },
      {
        "position": 7,
        "text": "Spacelift",
        "url": "https:\/\/spacelift.io\/blog\/terraform-cloud-vs-spacelift?utm_source=chatgpt.com"
      },
      {
        "position": 8,
        "text": "Spacelift 1+",
        "url": "https:\/\/spacelift.io\/blog\/terraform-cloud-vs-spacelift?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": null,
        "domain": "Spacelift",
        "icon": null,
        "title": "Terraform Cloud (HCP Terraform) vs. Spacelift: Overview",
        "url": "https:\/\/spacelift.io\/blog\/terraform-cloud-vs-spacelift?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "firefly.ai",
        "icon": null,
        "title": "Firefly | Terraform Cloud: Features, Pricing \u0026 Best Practices (2026)",
        "url": "https:\/\/www.firefly.ai\/academy\/terraform-cloud?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "UnYaml",
        "icon": null,
        "title": "Differences between Pulumi and Terraform - Infrastructure as Code tools — UnYaml · Cloud Publication",
        "url": "https:\/\/unyaml.com\/blog\/pulumi-vs-terraform?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "December 15, 2025",
        "domain": "Reddit",
        "icon": null,
        "title": "\u0022HCP Terraform Free is ending: Choose a new plan\u0022",
        "url": "https:\/\/www.reddit.com\/\/r\/Terraform\/comments\/1pngkr4\/hcp_terraform_free_is_ending_choose_a_new_plan\/?utm_source=chatgpt...."
      },
      {
        "cited": true,
        "description": null,
        "domain": "ControlMonkey",
        "icon": null,
        "title": "Terraform Cloud: What It Offers, Benefits, and Limitations | ControlMonkey",
        "url": "https:\/\/controlmonkey.io\/terraform-cloud\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "Zeet",
        "icon": null,
        "title": "Spacelift vs Terraform Cloud: Which IaC Solution Is Right for You? | Zeet.co",
        "url": "https:\/\/zeet.co\/blog\/spacelift-vs-terraform-cloud?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "Qovery",
        "icon": null,
        "title": "Top 10 Terraform Cloud Alternatives: The DevOps Guide to Escaping \u0022State File Nightmares\u0022",
        "url": "https:\/\/www.qovery.com\/blog\/top-10-terraform-cloud-alternatives?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": null,
        "domain": "pulumi",
        "icon": null,
        "title": "Terraform vs. Pulumi IaC | Pulumi Docs",
        "url": "https:\/\/www.pulumi.com\/docs\/iac\/comparisons\/terraform\/?utm_source=chatgpt.com"
      }
    ]
  }
]

Every 15 minutes, our customers scrape enough data to train ChatGPT from scratch.

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Track your brand and products in AI answers

Monitor how your brand, products, or content show up in AI-generated search responses.

Compare products and prices in AI results

See how products, features, and pricing are highlighted and compared in AI-generated shopping or review summaries.

Analyze brand coverage in AI responses

Track how your brand is described and perceived in AI search results and conversational responses.

Explore travel trends in AI search

Identify which destinations, accommodations, or experiences AI search engines recommend and highlight to travelers.

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Unmatched Stability

Ensure consistent performance and minimize failures by relying on the world’s leading proxy infrastructure.

Simplified Web Scraping

Put your scraping on auto-pilot using production-ready APIs, saving resources and reducing maintenance.

Unlimited Scalability

Effortlessly scale your scraping projects to meet data demands, maintaining optimal performance.

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DEPLOY FASTER

One API call. Tons of data.

data discovery

Data Discovery

Detecting data structures and patterns to ensure efficient, targeted extraction of data.

validation

Bulk Request Handling

Reduce server load and optimize data collection for high-volume scraping tasks.

parsing

Data Parsing

Efficiently converts raw HTML into structured data, easing data integration and analysis.

validation

Data validation

Ensure data reliability and save time on manual checks and preprocessing.

UNDER THE HOOD

Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
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how to use scraper api

API for Seamless Chatbot Data Access

Comprehensive, Scalable, and Compliant Chatbot Data Extraction

FLEXIBLE

Tailored to your workflow

Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.

SCALABLE

Built-in infrastructure and unblocking

Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.

STABLE

Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 150M+ real user IPs covering 195 countries.

COMPLIANT

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Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

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Web Scraper API FAQs

Chatbot and answer engine scraping offers a smarter, more efficient alternative to traditional SERP scraping.
While SERP scraping extracts raw HTML from search engine result pages—requiring complex parsing and frequent maintenance, chatbots and answer engines use natural language models to understand a user’s intent and return structured, context-rich answers. In contrast, SERP scraping is limited to surface-level data, and often lacks context. Chatbot and answer engine scraping provides a modern, scalable solution for intelligent data extraction.

AI answer engines can retrieve detailed answers, citations, product links, context explanations, web references, and even maps, providing much more structured and verifiable information than standard web scraping or SERP tools.

AI Chatbots APIs are optimized for collecting conversational data and responses from AI-powered search engines and chatbots to support use cases such as SEO analysis, content benchmarking, brand monitoring, competitive intelligence, eCommerce product tracking, travel trend analysis, and creating high-quality training datasets for large language models and other AI applications.

No, most AI chatbots and answer engines are designed to be accessed via official APIs, ensuring compliance, reliability, and ongoing support.

Scraper APIs is a cloud-based service that simplifies web data extraction, offering automated handling of IP rotation, CAPTCHA solving, and data parsing into structured formats. It enables efficient, scalable data collection, tailored for businesses needing to access valuable web data seamlessly.

Data analysts, scientists, engineers, and developers seeking efficient methods to collect and analyze web data for AI, ML, big data applications, and more will find Scraper APIs particularly beneficial.

Scraper APIs overcome the limitations of manual web scraping, such as dealing with website structure changes, encountering blocks and captchas, and the high costs associated with infrastructure maintenance. It offers an automated, scalable, and reliable solution for data extraction, significantly reducing operational costs and time.

The uniqueness of Scraper APIs lies in its specialized features like Bulk Request Handling, Data Discovery, and Automated Validation, backed by advanced technologies including Residential Proxies and JavaScript Rendering. These capabilities ensure broad access, uphold high data integrity, and enhance overall efficiency, distinguishing Scraper APIs in the competitive landscape.

Getting started with Scraper APIs is straightforward via Bright Data’s control panel, which provides comprehensive documentation and a user-friendly dashboard for API key management and settings. This approach minimizes setup requirements, allowing immediate access to a platform that is highly scalable and reliable for web data extraction needs.

Featuring capabilities for high concurrency and batch processing, Scraper APIs excel in large-scale data extraction scenarios. This ensures developers can scale their scraping operations efficiently, accommodating massive volumes of requests with high throughput.

Scraper APIs deliver extracted data in versatile formats including NDJSON and CSV, ensuring seamless integration with a wide array of analytics tools and data processing workflows, thus facilitating easy adoption in developer environments.

The easiest way to scrape web data

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