AI Answer Engine Scrapers

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

No credit card required
  • 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
Web Scrapers API

Web Scraper API Library

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

Chatbot Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Slide to adjust plan Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
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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,"geolocation":""},{"url":"https://chatgpt.com/","prompt":"What are the biggest business trends to watch in the next five years?","country":"","additional_prompt":"","web_search":false,"geolocation":"37.7749,122.4194"},{"url":"https://chatgpt.com/","prompt":"Analyze the key factors that influence customer buying decisions in online marketplaces.","country":"","additional_prompt":"","web_search":false,"geolocation":""}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_m7aof0k82r803d5bjm&format=json&uncompressed_webhook=true"
Output
JSON
[
  {
    "timestamp": "2026-09-15",
    "url": "https:\/\/chatgpt.com\/?q=Why%20does%20Quentin%20Tarantino%20refuse%20to%20watch%20Toy%20Story%204?",
    "prompt": "Why does Quentin Tarantino refuse to watch Toy Story 4?",
    "answer_html": "\u003Chtml class=\u0022xsw4dja xpezmfm x8dqpqg x1uh7rj9 xafyuhj x1nktip0 xl8powd x1it3fuk xh8yej3 x1us19tq xeuugli x101abm8 xliy32...",
    "answer_text": "Quentin Tarantino refuses to watch Toy Story 4 not because he thinks it’s bad , but because he believes Toy Story 3 ende...",
    "links_attached": [
      {
        "position": 1,
        "text": "Toy Story: Quentin Tarantino reveals why he has ‘no desire’ to watch fourth instalment | The Independent",
        "url": "https:\/\/www.the-independent.com\/arts-entertainment\/films\/news\/quentin-tarantino-toy-story-4-b2602232.html?utm_source=cha..."
      },
      {
        "position": 2,
        "text": "Quentin Tarantino Refuses to Watch \u0027Toy Story 4\u0027 Because \u0027Toy Story 3\u0027 Is \u0027One of the Best Movies I\u0027ve Ever Seen\u0027 and th...",
        "url": "https:\/\/au.variety.com\/2024\/film\/global\/quentin-tarantino-toy-stoy-4-ruined-perfect-film-trilogy-17308\/?utm_source=chatg..."
      },
      {
        "position": 3,
        "text": "Quentin Tarantino says he has \u0022no desire\u0022 to watch \u0027Toy Story 4\u0027",
        "url": "https:\/\/www.nme.com\/news\/film\/quentin-tarantino-says-he-has-no-desire-to-watch-toy-story-4-3787538?utm_source=chatgpt.co..."
      },
      {
        "position": 4,
        "text": "Quentin Tarantino Refuses to Watch \u0027Toy Story 4\u0027 Because \u0027Toy Story 3\u0027 Is \u0027One of the Best Movies I\u0027ve Ever Seen\u0027 and th...",
        "url": "https:\/\/au.variety.com\/2024\/film\/global\/quentin-tarantino-toy-stoy-4-ruined-perfect-film-trilogy-17308\/?utm_source=chatg..."
      },
      {
        "position": 5,
        "text": "Toy Story: Quentin Tarantino reveals why he has ‘no desire’ to watch fourth instalment | The Independent",
        "url": "https:\/\/www.the-independent.com\/arts-entertainment\/films\/news\/quentin-tarantino-toy-story-4-b2602232.html?utm_source=cha..."
      },
      {
        "position": 6,
        "text": "Quentin Tarantino says he has \u0022no desire\u0022 to watch \u0027Toy Story 4\u0027",
        "url": "https:\/\/www.nme.com\/news\/film\/quentin-tarantino-says-he-has-no-desire-to-watch-toy-story-4-3787538?utm_source=chatgpt.co..."
      },
      {
        "position": 7,
        "text": "Quentin Tarantino Refuses to Watch \u0027Toy Story 4\u0027 Because \u0027Toy Story 3\u0027 Is \u0027One of the Best Movies I\u0027ve Ever Seen\u0027 and th...",
        "url": "https:\/\/au.variety.com\/2024\/film\/global\/quentin-tarantino-toy-stoy-4-ruined-perfect-film-trilogy-17308\/?utm_source=chatg..."
      }
    ],
    "citations": [],
    "supporting_sources": null
  },
  {
    "timestamp": "2026-09-15",
    "url": "https:\/\/chatgpt.com\/?q=Are%20Liv%20and%20Maddie%20twins%20in%20real%20life?",
    "prompt": "Are Liv and Maddie twins in real life?",
    "answer_html": "\u003Chtml class=\u0022xsw4dja xpezmfm x8dqpqg x1uh7rj9 xafyuhj x1nktip0 xl8powd x1it3fuk xh8yej3 x1us19tq xeuugli x101abm8 xliy32...",
    "answer_text": "No. In Liv and Maddie , both twins are played by the same actress, Dove Cameron . She doesn’t have a twin sister in real...",
    "links_attached": [],
    "citations": [],
    "supporting_sources": null
  },
  {
    "timestamp": "2026-09-15",
    "url": "https:\/\/chatgpt.com\/?q=Is%20rookie%20season%209%20coming%20out?",
    "prompt": "Is rookie season 9 coming out?",
    "answer_html": "\u003Chtml class=\u0022xsw4dja xpezmfm x8dqpqg x1uh7rj9 xafyuhj x1nktip0 xl8powd x1it3fuk xh8yej3 x1us19tq xeuugli x101abm8 xliy32...",
    "answer_text": "Yes! 🎉 The Rookie Season 9 is officially happening. ABC renewed the show in April 2026. [1] The bad news: it won\u0027t prem...",
    "links_attached": [
      {
        "position": 1,
        "text": "What We Know So Far About \u0027The Rookie\u0027 Season 9",
        "url": "https:\/\/people.com\/the-rookie-season-9-everything-to-know-11964558?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "The Rookie",
        "url": "https:\/\/en.wikipedia.org\/wiki\/The_Rookie?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "\u0027The Rookie\u0027 Fans, You Must Pay Attention to This Episode Announcement",
        "url": "https:\/\/www.goodhousekeeping.com\/entertainment\/tv-shows\/a73454442\/is-the-rookie-coming-back-2026\/?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "9 Scripted Network Shows Aren\u0027t Coming Back in Fall 2026. Here\u0027s When They Premiere Instead",
        "url": "https:\/\/people.com\/scripted-network-shows-not-coming-back-fall-2026-12107148?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "What We Know So Far About \u0027The Rookie\u0027 Season 9",
        "url": "https:\/\/people.com\/the-rookie-season-9-everything-to-know-11964558?utm_source=chatgpt.com"
      },
      {
        "position": 6,
        "text": "\u0027The Rookie\u0027 Fans, You Must Pay Attention to This Episode Announcement",
        "url": "https:\/\/www.goodhousekeeping.com\/entertainment\/tv-shows\/a73454442\/is-the-rookie-coming-back-2026\/?utm_source=chatgpt.com"
      }
    ],
    "citations": [],
    "supporting_sources": null
  },
  {
    "timestamp": "2026-09-15",
    "url": "https:\/\/chatgpt.com\/?q=Where%20can%20I%20watch%20Avatar:%20Fire%20and%20Ash?",
    "prompt": "Where can I watch Avatar: Fire and Ash?",
    "answer_html": "\u003Chtml class=\u0022xsw4dja xpezmfm x8dqpqg x1uh7rj9 xafyuhj x1nktip0 xl8powd x1it3fuk xh8yej3 x1us19tq xeuugli x101abm8 xliy32...",
    "answer_text": "You can watch Avatar: Fire and Ash now on Disney+ . It began streaming on June 24, 2026 . [1] [2] It’s 3 hours 20 minute...",
    "links_attached": [
      {
        "position": 1,
        "text": "Avatar: Fire and Ash Is Now Streaming on Disney+ | Explore Disney+",
        "url": "https:\/\/www.disneyplus.com\/explore\/articles\/avatar-fire-and-ash?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Watch Avatar: Fire and Ash on Disney+",
        "url": "https:\/\/www.disneyplus.com\/browse\/entity-3135b0cb-a002-438d-a9fd-60d86284c93f?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "Avatar: Fire and Ash | Watch on Disney+",
        "url": "https:\/\/www.disneyplus.com\/browse\/entity-3135b0cb-a002-438d-a9fd-60d86284c93f?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "Avatar: Fire and Ash Is Now Streaming on Disney+ | Explore Disney+",
        "url": "https:\/\/www.disneyplus.com\/explore\/articles\/avatar-fire-and-ash?utm_source=chatgpt.com"
      }
    ],
    "citations": [],
    "supporting_sources": null
  },
  {
    "timestamp": "2026-09-15",
    "url": "https:\/\/chatgpt.com\/?q=Is%20Iron%20Man%20the%20strongest%20Avenger?",
    "prompt": "Is Iron Man the strongest Avenger?",
    "answer_html": "\u003Chtml class=\u0022xsw4dja xpezmfm x8dqpqg x1uh7rj9 xafyuhj x1nktip0 xl8powd x1it3fuk xh8yej3 x1us19tq xeuugli x101abm8 xliy32...",
    "answer_text": "Not quite . 😄 If we\u0027re talking MCU Avengers , Iron Man is one of the most powerful and versatile, but he\u0027s not the stro...",
    "links_attached": [],
    "citations": [],
    "supporting_sources": null
  }
]
        

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.

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

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

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BEST-IN-CLASS DX

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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.

Leading the way in ethical web data collection

We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.

DEPLOY FASTER

Scrape Chatbot with one API call

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
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies

API for Seamless Chatbot Data Access

Comprehensive, Scalable, and Compliant Web Data Extraction

Tailored to your workflow

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

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.

Battle-proven infrastructure

Bright Data’s platform powers 50,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.

Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.

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