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
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  • 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
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  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
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Every plan gives you full access - pay less per record as you scale

Data Collection
  • Automated proxy management
  • Full browser rendering
  • CAPTCHA solving
Performance at Scale
  • Unlimited concurrency
  • Batch & scheduled collection
  • Job management APIs
Data Delivery
  • Data validation & discovery
  • Data parsing (JSON or CSV)
  • Webhook or API delivery

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
[
  {
    "db_source": "ub_cache",
    "timestamp": "2026-08-30",
    "url": "https:\/\/chatgpt.com\/?q=%C2%BFCu%C3%A1l%20cuesta%20menos%20al%20mes%20con%20todo%20incluido:%20el%20BMW%20X3%20o%20el%20J...",
    "prompt": "¿Cuál cuesta menos al mes con todo incluido: el BMW X3 o el Jaecoo J8?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 dir=\u0022ltr\u0022 data-theme=\u0022light\u0022 data-contrast=\u0022default\u0022 data-build=\u0022prod-9544863dfc02da9fe6771de1216f747...",
    "answer_text": "Si te refieres a renting en España, sin entrada y con todo incluido , el Jaecoo J8 sale más barato que el BMW X3 en las ...",
    "links_attached": [
      {
        "position": 1,
        "text": "Todos nuestros JAECOO 8 de renting y suscripción",
        "url": "https:\/\/www.coches.net\/renting\/jaecoo\/8\/?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Renting BMW X3 xDrive20d | Oferta 2026",
        "url": "https:\/\/autoleaserenting.es\/renting\/bmw\/x3\/xdrive20d\/?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "Renting de BMW para particulares sin entrada",
        "url": "https:\/\/www.caixabank.es\/particular\/movilidad\/renting-bmw.html?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "Renting Jaecoo 8 | Sin Entrada y Todo Incluido",
        "url": "https:\/\/yomovo.es\/renting\/jaecoo-8?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "Todos nuestros JAECOO 8 de renting y suscripción",
        "url": "https:\/\/www.coches.net\/renting\/jaecoo\/8\/?utm_source=chatgpt.com"
      },
      {
        "position": 6,
        "text": "Renting BMW X3 xDrive20d | Oferta 2026",
        "url": "https:\/\/autoleaserenting.es\/renting\/bmw\/x3\/xdrive20d\/?utm_source=chatgpt.com"
      },
      {
        "position": 7,
        "text": "Renting de BMW para particulares sin entrada",
        "url": "https:\/\/www.caixabank.es\/particular\/movilidad\/renting-bmw.html?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": "Coches",
        "domain": "https:\/\/www.coches.net",
        "position": 1,
        "title": "Todos nuestros JAECOO 8 de renting y suscripción",
        "url": "https:\/\/www.coches.net\/renting\/jaecoo\/8\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "AutoLease",
        "domain": "https:\/\/autoleaserenting.es",
        "position": 2,
        "title": "Renting BMW X3 xDrive20d | Oferta 2026",
        "url": "https:\/\/autoleaserenting.es\/renting\/bmw\/x3\/xdrive20d\/?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "caixabank.es",
        "domain": "https:\/\/www.caixabank.es",
        "position": 3,
        "title": "Renting de BMW para particulares sin entrada",
        "url": "https:\/\/www.caixabank.es\/particular\/movilidad\/renting-bmw.html?utm_source=chatgpt.com"
      }
    ]
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2026-08-30",
    "url": "https:\/\/chatgpt.com\/?q=%C2%BFCu%C3%A1l%20cuesta%20menos%20al%20mes%20con%20todo%20incluido:%20el%20BMW%20X3%20o%20el%20Z...",
    "prompt": "¿Cuál cuesta menos al mes con todo incluido: el BMW X3 o el Zeekr 7X?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 dir=\u0022ltr\u0022 data-theme=\u0022light\u0022 data-contrast=\u0022default\u0022 data-build=\u0022prod-9544863dfc02da9fe6771de1216f747...",
    "answer_text": "Si te refieres a España y a un renting con todo incluido (seguro, mantenimiento, asistencia, etc.), el Zeekr 7X suele sa...",
    "links_attached": [
      {
        "position": 1,
        "text": "Renting Zeekr sin Permanencia para Particulares",
        "url": "https:\/\/www.caetanomobility.es\/renting-de-coches\/zeekr?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Las últimas ofertas de BMW.",
        "url": "https:\/\/www.bmw.es\/es\/Shop-Online\/bmw-ofertas.html?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "BMW X3 Híbrido Enchufable (G45)",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x3\/caracteristicas.html?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "BMW Financial Services: ofertas de renting y financiación.",
        "url": "https:\/\/www.bmw.es\/es\/bmw-financial-services.html?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "Renting Zeekr sin Permanencia para Particulares",
        "url": "https:\/\/www.caetanomobility.es\/renting-de-coches\/zeekr?utm_source=chatgpt.com"
      },
      {
        "position": 6,
        "text": "Las últimas ofertas de BMW.",
        "url": "https:\/\/www.bmw.es\/es\/Shop-Online\/bmw-ofertas.html?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": "Caetano Mobility",
        "domain": "https:\/\/www.caetanomobility.es",
        "position": 1,
        "title": "Renting Zeekr sin Permanencia para Particulares",
        "url": "https:\/\/www.caetanomobility.es\/renting-de-coches\/zeekr?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "BMW España",
        "domain": "https:\/\/www.bmw.es",
        "position": 2,
        "title": "Las últimas ofertas de BMW.",
        "url": "https:\/\/www.bmw.es\/es\/Shop-Online\/bmw-ofertas.html?utm_source=chatgpt.com"
      }
    ]
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2026-08-30",
    "url": "https:\/\/chatgpt.com\/?q=%C2%BFCu%C3%A1l%20cuesta%20menos%20en%20cinco%20a%C3%B1os:%20el%20BMW%20X1%20o%20el%20BYD%20Seal%...",
    "prompt": "¿Cuál cuesta menos en cinco años: el BMW X1 o el BYD Seal U?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 dir=\u0022ltr\u0022 data-theme=\u0022light\u0022 data-contrast=\u0022default\u0022 data-build=\u0022prod-9544863dfc02da9fe6771de1216f747...",
    "answer_text": "Si hablamos de España y de coste total de propiedad durante 5 años, en principio el BYD Seal U sale más barato que el BM...",
    "links_attached": [
      {
        "position": 1,
        "text": "BMW X1 SUV (U11): vista general de modelos, precios y ...",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Promociones en el BYD SEAL U DM-i híbrido enchufable",
        "url": "https:\/\/www.byd.com\/es-es\/promociones\/seal-u-dmi-promocion?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "Configurador BYD SEAL U DM-i I BYD España",
        "url": "https:\/\/www.byd.com\/es-es\/configurador\/seal-u-dm-i?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "BMW X1 SUV (U11): vista general de modelos, precios y ...",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "Configurador BYD SEAL U DM-i I BYD España",
        "url": "https:\/\/www.byd.com\/es-es\/configurador\/seal-u-dm-i?utm_source=chatgpt.com"
      }
    ],
    "citations": []
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2026-08-30",
    "url": "https:\/\/chatgpt.com\/?q=%C2%BFCu%C3%A1l%20cuesta%20menos%20en%20cinco%20a%C3%B1os:%20el%20BMW%20X1%20o%20el%20MG%20HS%20P...",
    "prompt": "¿Cuál cuesta menos en cinco años: el BMW X1 o el MG HS PHEV?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 dir=\u0022ltr\u0022 data-theme=\u0022light\u0022 data-contrast=\u0022default\u0022 data-build=\u0022prod-9544863dfc02da9fe6771de1216f747...",
    "answer_text": "Si comparas el BMW X1 xDrive25e (PHEV) con el MG HS PHEV , en España, el MG HS PHEV cuesta claramente menos en 5 años en...",
    "links_attached": [
      {
        "position": 1,
        "text": "BMW X1 SUV (U11): precios, versiones y configurador",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "MG Motor España | Coches eléctricos, híbridos y de…",
        "url": "https:\/\/www.mgmotor.eu\/es-ES?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "Garantía de los vehículos MG",
        "url": "https:\/\/www.mgmotor.eu\/es-ES\/owners\/our-warranty?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "MG HS híbrido enchufable (PHEV)",
        "url": "https:\/\/www.mgmotor.eu\/es-ES\/model\/ehs?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "BMW X1 SUV (U11): datos técnicos y motorizaciones",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/datos-tecnicos-bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "position": 6,
        "text": "BMW X1 SUV (U11): precios, versiones y configurador",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "position": 7,
        "text": "Garantía de los vehículos MG",
        "url": "https:\/\/www.mgmotor.eu\/es-ES\/owners\/our-warranty?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": "BMW España",
        "domain": "https:\/\/www.bmw.es",
        "position": 1,
        "title": "BMW X1 SUV (U11): precios, versiones y configurador",
        "url": "https:\/\/www.bmw.es\/es\/coches-bmw\/x\/x1\/bmw-x1.html?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "MG Motor Europe",
        "domain": "https:\/\/www.mgmotor.eu",
        "position": 2,
        "title": "Garantía de los vehículos MG",
        "url": "https:\/\/www.mgmotor.eu\/es-ES\/owners\/our-warranty?utm_source=chatgpt.com"
      }
    ]
  },
  {
    "db_source": "ub_cache",
    "timestamp": "2026-08-30",
    "url": "https:\/\/chatgpt.com\/?q=%C2%BFCu%C3%A1l%20cuesta%20menos%20en%20cinco%20a%C3%B1os:%20el%20BMW%20X1%20o%20el%20Jaecoo%20J7...",
    "prompt": "¿Cuál cuesta menos en cinco años: el BMW X1 o el Jaecoo J7?",
    "answer_html": "\u003Chtml lang=\u0022en-US\u0022 dir=\u0022ltr\u0022 data-theme=\u0022light\u0022 data-contrast=\u0022default\u0022 data-build=\u0022prod-9544863dfc02da9fe6771de1216f747...",
    "answer_text": "Si hablamos de España y de cuánto te cuesta realmente tenerlo durante 5 años —compra, combustible, mantenimiento y depre...",
    "links_attached": [
      {
        "position": 1,
        "text": "BMW X1: todos los precios, ofertas y versiones - Motor.es",
        "url": "https:\/\/www.motor.es\/bmw\/x1\/x1\/sdrive18i-6036.html?utm_source=chatgpt.com"
      },
      {
        "position": 2,
        "text": "Precio DESDE 27.690€¹ | JAECOO 7 HÍBRIDO | OMODA \u0026 JAECOO ESPAÑA",
        "url": "https:\/\/www.omodajaecoo.es\/comprar\/promociones\/jaecoo-7\/jaecoo-7-hibrido?utm_source=chatgpt.com"
      },
      {
        "position": 3,
        "text": "FAQ Omoda \u0026 Jaecoo | Preguntas Frecuentes España",
        "url": "https:\/\/www.omodajaecoo.es\/clientes\/preguntas-frecuentes?utm_source=chatgpt.com"
      },
      {
        "position": 4,
        "text": "BMW Service: resumen de nuestra gama de servicios",
        "url": "https:\/\/www.bmw.es\/es\/service-portal.html?utm_source=chatgpt.com"
      },
      {
        "position": 5,
        "text": "BMW Service Inclusive | BMW.es",
        "url": "https:\/\/www.bmw.es\/es\/shop\/ls\/dp\/Service_Inclusive_es?utm_source=chatgpt.com"
      },
      {
        "position": 6,
        "text": "BMW X1: todos los precios, ofertas y versiones - Motor.es",
        "url": "https:\/\/www.motor.es\/bmw\/x1\/x1\/sdrive18i-6036.html?utm_source=chatgpt.com"
      },
      {
        "position": 7,
        "text": "FAQ Omoda \u0026 Jaecoo | Preguntas Frecuentes España",
        "url": "https:\/\/www.omodajaecoo.es\/clientes\/preguntas-frecuentes?utm_source=chatgpt.com"
      },
      {
        "position": 8,
        "text": "BMW Service: resumen de nuestra gama de servicios",
        "url": "https:\/\/www.bmw.es\/es\/service-portal.html?utm_source=chatgpt.com"
      }
    ],
    "citations": [
      {
        "cited": true,
        "description": "Motor",
        "domain": "https:\/\/www.motor.es",
        "position": 1,
        "title": "BMW X1: todos los precios, ofertas y versiones - Motor.es",
        "url": "https:\/\/www.motor.es\/bmw\/x1\/x1\/sdrive18i-6036.html?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "Omoda \u0026 Jaecoo",
        "domain": "https:\/\/www.omodajaecoo.es",
        "position": 2,
        "title": "FAQ Omoda \u0026 Jaecoo | Preguntas Frecuentes España",
        "url": "https:\/\/www.omodajaecoo.es\/clientes\/preguntas-frecuentes?utm_source=chatgpt.com"
      },
      {
        "cited": true,
        "description": "BMW España",
        "domain": "https:\/\/www.bmw.es",
        "position": 3,
        "title": "BMW Service: resumen de nuestra gama de servicios",
        "url": "https:\/\/www.bmw.es\/es\/service-portal.html?utm_source=chatgpt.com"
      }
    ]
  }
]
        

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

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Analyze brand coverage in AI responses

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

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BEST-IN-CLASS DX

Easy to start. Easier to scale.

Unmatched Stability

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

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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