---
title: "GeoRanker LLM Data Sets"
description: "Search and public web data, collected, structured and kept up to date for your AI pipeline."
canonical: "https://www.georanker.com/llm-datasets"
last_modified: "2026-09-04"
---

# LLM Data Sets

> Search and public web data, collected, structured and kept up to date for your AI pipeline.

## What it does

Search and public web data, collected, structured and kept up to date for your AI pipeline.

- Define the relevant public sources and markets.
- Agree the collection cadence and target structure.
- Deliver the normalized result to the agreed team or system.

## Capabilities and delivery

### Source acquisition

SERP and public-web source acquisition

### Schema and refresh

Defined schemas and refresh schedules

### Dataset delivery

API, file or custom dataset delivery

### Your sources

Choose the public websites, search queries and markets relevant to your application.

### Traceable records

Include document text, source URLs and collection timestamps in your agreed schema.

### Scheduled delivery

Receive data by file or API, refreshed at the frequency your pipeline needs.

## How the workflow works

1. Define sources and intended use
2. Agree document and metadata fields
3. Review sample records
4. Set refresh and delivery requirements

## Common questions

### What is GeoRanker LLM Data Sets?

Search and public web data, collected, structured and kept up to date for your AI pipeline.

### Does the service include embeddings or model training?

This offering describes source acquisition and maintained dataset delivery. Embeddings, retrieval infrastructure and model training are separate requirements to confirm when scoping your project.

## Canonical resources

- [Product page](https://georanker.com/llm-datasets)
- [Acquire public pages](https://georanker.com/universal-scrape-api)
- [Collect search data](https://georanker.com/serp-api)
- [GeoRanker pricing](https://georanker.com/pricing)
- [Contact GeoRanker](https://georanker.com/contact)