ChatGPT shapes how 700M+ users discover brands and products every week. Track mentions, recommendations, and sentiment in clean JSON your team can act on.
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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: {...}""
]
}
"
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.
Track how ChatGPT describes your brand, recommends your product, and ranks you against competitors in conversational answers seen by millions of users.
Understand what ChatGPT recommends when real users ask category questions. Capture buyer intent signals before they ever reach a search engine or your website.
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.
Benchmark your own LLMs against ChatGPT, collect evaluation pairs, and study response patterns at scale to improve your own AI products and prompt strategies.
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.
We've had a great experience partnering with NetNut. Their service has been exceptional, prompting us to expand our usage. Their team is always ready to address any queries or concerns we may have.
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We've had a great experience partnering with NetNut. Their service has been exceptional, prompting us to expand our usage. Their team is always ready to address any queries or concerns we may have.
Working with NetNut has been an absolute pleasure from start to finish. The team is incredibly responsive and goes above and beyond to meet our requests. What stands out the most is their ability to adapt to any changes.
NetNut's residential proxy network is impressive, offering access to a large pool of IPs worldwide. Their tailored solutions and dedicated account managers provide valuable support for various data collection projects.
A large pool of high-quality IPs with excellent customer support that is highly responsive and always ready to assist. The proxies are easy to integrate and use.
After testing several proxy providers in real world conditions, we found NetNut to have the best combination of price and performance.
NetNut proxy is great value for money and their support is responsive and personal. They source residential IPs B2B — alleviating compliance and consent hurdles.
A large pool of high-quality IPs with excellent customer support that is highly responsive and always ready to assist. The proxies are easy to integrate and use.
After testing several proxy providers in real world conditions, we found NetNut to have the best combination of price and performance.
NetNut proxy is great value for money and their support is responsive and personal. They source residential IPs B2B — alleviating compliance and consent hurdles.
Featured in
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.Unlimited connections for all packages, prices subject to change based on use cases
All plans include
Discover Answers to Your Burning Questions with Our FAQ Section.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.