ChatGPT Scraper API

ChatGPT shapes how 700M+ users discover brands and products every week. Track mentions, recommendations, and sentiment in clean JSON your team can act on.

  • Fast and reliable. Async and batch processing included
  • Authenticated sessions. Capture what real users see
  • Web Search supported. Capture cited, live web answers
ChatGPT Scraper API

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Request:

"{
  ""prompt"": ""Explain SEO ranking factors in 2026"",   // Required
  ""country"": ""us"",                                   // Optional
  ""web_search"": false,                               // Optional, default false
  ""follow_up_prompt"": ""Summarize in 5 bullets"",      // Optional
  ""engine"": ""chatgpt"",                               // default: chatgpt
  ""raw_response"" : false,                            // Optional, default false
  ""throttling"": true                                 // Optional, default true
}"

Response:

"{
  ""timestamp"": ""2025-12-23T19:46:50.921Z"",
  ""traceID"": ""a6bc1d2e-1230-4b65-bde0-ab10c19e5345"",
  ""request_duration"": 18.18,
  ""process_duration"": 18.18,
  ""llm_model"": ""gpt-5.5"",

  ""response"": {
    ""prompt"": ""what are the leading SEO tips in 2026"",

    ""text_markdown"": ""Here are the **leading SEO tips for 2026**:\n\n### 1. High-quality, intent-focused content\n### 2. AI-aware optimization\n### 3. Strong UX and technical SEO\n\nIf you want tips tailored to your industry, let me know."",

    ""text"": ""The leading SEO tips for 2026 include focusing on user intent, leveraging AI responsibly, improving user experience, and maintaining strong technical SEO foundations."",

    ""model_search_queries"": [
      ""leading SEO tips in 2026"",
      ""top SEO best practices 2026""
    ],

    ""widgets"": [],

    ""citations_found"": true,
    ""citations"": [
      {
        ""id"": 1,
        ""title"": ""SEO Trends for 2026"",
        ""url"": ""https://example.com/seo-trends-2025"",
        ""section"": ""citations""
      },
      {
        ""id"": 2,
        ""title"": ""Future of Search Optimization"",
        ""url"": ""https://example.com/future-seo"",
        ""section"": ""more""
      }
    ]
  },

  ""raw_response"": [
    ""data: {\""type\"":\""server_metadata\"",\""metadata\"":{\""model_slug\"":\""gpt-5.2\""}}"",
    ""event: delta"",
    ""data: {...}""
  ]
}

"

Full ChatGPT Conversations as Structured JSON

ChatGPT returns conversational answers, brand recommendations, product cards, and cited sources that no official API surfaces the way real users see them. The only way to capture true user-facing output is through authenticated browser sessions, which means managing accounts, rotating fingerprints, handling rate limits, and chasing every UI change OpenAI ships.

NetNut handles all of that for you. Send any prompt to a single endpoint and get a complete, structured JSON response with the full ChatGPT answer, cited sources when Web Search is on, product cards and shopping widgets, plus metadata, ready to plug into your brand monitoring, AI visibility, or competitive intelligence workflows.

Your team gets fast, reliable access at any scale, with multilingual prompts, model selection, region-aware sessions, and zero infrastructure to maintain.

ChatGPT Scraper API Features

Authentic User-Facing Output Every Call

Every request runs through a real ChatGPT browser session and returns the exact answer a logged-in user would see. No proxy artifacts, no degraded responses, no model spoofing. The data reflects how your brand actually appears in real conversations.

Web Search and Follow-Up Built In

Turn on ChatGPT's Web Search mode to capture live, cited answers — exactly what users see when they research with search enabled. Or chain a follow-up prompt in the same call to see how ChatGPT responds when a user pushes back, refines, or asks for a summary.

Product Cards and Shopping Widgets

When ChatGPT recommends products it returns inline cards with names, prices, and currencies. The API captures every product carousel and card as structured data — ready for e-commerce brand monitoring and competitive analysis.

Built for Scale, No Account Management

Get programmatic access to ChatGPT through a fast, stable endpoint. No accounts to rotate, no captchas to solve, no session failures to debug. NetNut handles the hard parts so your team can focus on what the data tells you, not on keeping the pipeline alive.

How Teams Use It

Brand Monitoring & AI Reputation

Track how ChatGPT describes your brand, recommends your product, and ranks you against competitors in conversational answers seen by millions of users.

  • AI mention tracking and share-of-voice
  • Sentiment and positioning analysis
  • Competitor recommendation monitoring
Brand Monitoring & AI Reputation

Consumer Research & Buyer Intent

Understand what ChatGPT recommends when real users ask category questions. Capture buyer intent signals before they ever reach a search engine or your website.

  • Category recommendation analysis
  • Pre-purchase intent mapping
  • Consumer language and prompt research
Consumer Research & Buyer Intent

SaaS & Software Discovery Intelligence

Many B2B buyers now ask ChatGPT for tool recommendations before evaluating vendors. See which products surface, which features get praised, and where your stack ranks.

  • Vendor recommendation tracking
  • Feature comparison analysis
  • Buyer journey signal capture
SaaS & Software Discovery Intelligence

AI Training Data & Model Evaluation

Benchmark your own LLMs against ChatGPT, collect evaluation pairs, and study response patterns at scale to improve your own AI products and prompt strategies.

  • LLM benchmarking datasets
  • Prompt-response collection at scale
  • Model behavior and drift analysis
AI Training Data & Model Evaluation

Content & PR Strategy Teams

See how your messaging lands in AI-generated answers. Identify narrative gaps, track which talking points stick, and shape content and PR to influence how ChatGPT describes you.

  • Narrative gap detection
  • Talking point reinforcement
  • AI-aware content briefs
  • Sentiment & message tracking
Content & PR Strategy Teams

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ChatGPT is Where Discovery Happens Now

ChatGPT handles over a billion prompts every day, and a growing share of those prompts are the same questions buyers used to ask Google. Users ask for recommendations, compare vendors, and form opinions before a search engine enters the conversation. For many categories, ChatGPT has become the first touchpoint between a brand and a future customer.

Brands that understand this shift will adapt faster and capture more demand. The ones that don't will lose visibility without knowing why. ChatGPT Scraper API gives your team the data to stay on the right side of that divide.

Ready to start? Choose the plan that works for you.
ChatGPT is Where Discovery Happens Now

ChatGPT Scraper API Pricing

Unlimited connections for all packages, prices subject to change based on use cases

VAT

Starter

$1.28/1K Results

77K Requests

$99

monthly Order Now
VAT

Production

$1.12/1K Results

445K Requests

$499

monthly Order Now
VAT

Semi-Pro

$0.97/1K Results

1M Requests

$999

monthly Order Now
VAT

Professional

$0.92/1K Results

2.1M Requests

$1999

monthly Order Now
VAT

Master

$0.89/1K Results

4.2M Requests

$3750

monthly Order Now
  

All plans include

  
         
              City/State Selection     
         
              API Access     
         
              IP Whitelist     
         
              Dedicated account manager     
       

Frequently Asked Questions

Discover Answers to Your Burning Questions with Our FAQ Section.

What data does the ChatGPT Scraper API return?

A complete structured JSON response with everything a real ChatGPT user would see for a given prompt: the full AI-generated answer with rich formatting, the searches ChatGPT ran when Web Search is on, product cards and shopping widgets with prices, every cited source, and the model that produced the response. All fields are pre-extracted. No HTML parsing required.

Does the ChatGPT Scraper API support multiple countries and languages?

Yes. The API supports city-level geo-targeting and multilingual prompts across 100+ countries. This matters because ChatGPT responses shift based on region, account settings, and language. The same prompt about “best running shoes” returns different brands in the US, Germany, and Japan, and you need region-accurate data to make the right calls.

How fast does the ChatGPT Scraper API return results?

Responses typically return in 10 to 20 seconds. Enabling Web Search or sending a follow-up prompt adds time because ChatGPT runs additional steps. For high-volume use cases the API supports concurrent requests, and you can pass a callback URL so results arrive at your endpoint as soon as each one finishes.

Does the API stay up to date when OpenAI changes ChatGPT?

Yes. NetNut maintains and updates the ChatGPT integration every time OpenAI ships a new model, UI change, or response format. Your API calls and JSON schema stay consistent regardless of what OpenAI changes on the backend, so your downstream pipelines and dashboards never break.

Does the API support ChatGPT's web search mode?

Yes. Enable Web Search and the API runs the prompt through ChatGPT’s built-in search, returning the same cited, live-web answers a user would see. The response includes the searches ChatGPT ran behind the scenes and every cited source. Use it for visibility tracking on prompts where users are actively researching.

Is scraping ChatGPT legal?

Yes. Scraping publicly available output is legal in most jurisdictions. ChatGPT responses are accessible to any user without proprietary credentials, and extracting that data for brand monitoring, research, and business intelligence is a widely accepted practice. NetNut’s infrastructure is built to operate within ethical and legal limits.

How much does the ChatGPT Scraper API cost?

Pricing depends on your query volume and use case. NetNut offers flexible plans for teams of all sizes, from startups testing prompt strategies to enterprises monitoring tens of thousands of prompts daily. Contact the team for a quote or check the pricing page for current plan details.

Is there a free trial for the ChatGPT Scraper API?

Yes. NetNut offers a free trial so you can test the API with real prompts before committing to a plan. No complex setup required — sign up, get your credentials, and send your first request within minutes.

What programming languages does the ChatGPT Scraper API support?

The API works with any language that can send an HTTP request. NetNut provides ready-to-use code examples in Python, JavaScript, PHP, and cURL so you can integrate quickly regardless of your stack.

How Do I Get Started?

Sign up for a NetNut account, get your API credentials, and send your first request to the LLM Scraper endpoint. The API accepts standard requests with Basic Auth and full documentation is available at help.netnut.io. If you need help with your first integration, the team is available to assist.

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