Scrapers & APIs

Scrape answers from the world's AI platforms

Prompt ChatGPT, Perplexity or Gemini via API and get structured JSON answers back.

LLM Scraper APIAt a glance

PlatformsChatGPT · Gemini · Perplexity

AlsoGoogle AI Mode · Copilot

OutputStructured JSON

BillingPay-per-success

Pay-per-success

only charged for successful requests

Overview

Turn any AI platform into a structured data source

NetNut's LLM Scraper API extracts structured, ready-to-use data from the AI platforms your customers now search on. Send a text prompt to one endpoint and receive clean JSON back: the full answer, the complete citation graph with source URLs and snippets, and related follow-up questions. Rendering, proxy rotation, and throttling are handled internally, so you get reliable results at scale without building or maintaining any scraping infrastructure.

Supported platforms

Dedicated scrapers for every major AI interface

ChatGPTGoogle AI ModePerplexityGeminiCopilot

Benefits

Answer-engine data, without the overhead

Structured JSON

Answers, citations, and follow-ups delivered in clean, consistent schemas.

Full citation graphs

Retrieve source URLs and snippets behind every AI answer.

Anti-bot handled

Headless rendering, rotation, and throttling run internally, with no CAPTCHAs or rate limits.

Zero maintenance

No headless browsers, scrape logic, or IP bans to manage. Ever.

Global geo-targeting

Target prompts to specific cities or countries to bypass local restrictions.

Pay-per-success

You are billed only for successful requests, saving traffic costs.

Features

Built for AI-search intelligence

Prompt-to-JSON

Send a text prompt, receive structured platform output in return.

Citations & snippets

Complete citation graphs with source URLs and text snippets.

Follow-up questions

Capture related and suggested follow-ups from each platform.

Geo-targeting

Issue prompts as a user in any target market.

Reliable schemas

Consistent JSON designed for training pipelines, ML workflows, and analytics.

Fully managed

Rendering, rotation, and throttling handled behind the endpoint.

Use cases

What teams build with LLM Scraper data

GEO & AEO tracking

Monitor how your brand and content surface across AI answer engines.

AI brand monitoring

See how ChatGPT, Perplexity, and Gemini describe your brand and products.

Citation tracking

Track which sources AI platforms cite for the queries that matter to you.

Competitive analysis

Compare how AI engines answer prompts about you and your competitors.

Training & evaluation

Feed clean, structured AI outputs into training and evaluation pipelines.

Answer aggregation

Aggregate multi-platform answers for research and analytics at scale.

Technical highlights

Rendering and rotation, handled for you

Behind one endpoint, the LLM Scraper API drives real headless sessions against each platform, rotates identities, and paces requests to stay within limits, then parses the response into a consistent JSON schema. You send a prompt; NetNut does everything required to return a clean, complete answer.

Headless rendering tuned per AI platform
Automatic proxy rotation and throttling
Consistent JSON schemas across engines
Pay only for successful requests

Platforms

ChatGPT · Gemini · Perplexity

Also

Google AI Mode · Copilot

Output

Structured JSON

Billing

Pay-per-success

Why NetNut

The reliable way to scrape AI search

Skip the headless-browser maintenance and go straight to structured answer-engine data.

Structured

Clean JSON, every engine.

Complete

Answers, citations & follow-ups.

Reliable

Anti-bot handled for you.

Efficient

Pay only for successes.

FAQs

Frequently asked questions

You send a text prompt and choose a platform; it returns structured JSON containing the full answer, the citation graph (source URLs and snippets), and related follow-up questions, all without you managing any scraping infrastructure.

ChatGPT, Google AI Mode, Perplexity, Gemini, and Copilot, each with a dedicated scraper tuned to that platform's interface.

No. Headless rendering, proxy rotation, and throttling are all handled internally. You just send prompts and read JSON.

Yes. Global geo-targeting lets you issue prompts as a user in a specific city or country to bypass local restrictions.

On a pay-per-success basis: you are only charged for successful API requests, which keeps traffic costs down.

Clean, consistent JSON designed to feed AI training pipelines, ML workflows, and analytics directly.

Turn AI search into structured data

Start scraping the major AI platforms today, or talk to sales about scale.