Data Pipelines

LLMSTXT.NEW

Generate consolidated text files from websites for LLM training and inference.

Status
Generally available
Last checked
Checked · Oct 12, 2026
License
Proprietary
Pricing
Free tier

What it is

LLMSTXT.NEW consolidates website content into text files, ideal for large language model (LLM) training and inference. It leverages Firecrawl to ensure high-quality data extraction for machine learning tasks.

LLMSTXT.NEW stands out by offering a streamlined solution for consolidating website content into text files specifically tailored for LLM training and inference, leveraging the robust capabilities of Firecrawl for efficient data extraction.

When it fits — and when it doesn’t

A good fit for

  • Developers who need to quickly gather large volumes of text data from websites for training LLMs.

  • Data scientists preparing datasets for NLP tasks that require web scraping capabilities.

Look elsewhere if

  • Projects requiring real-time data streaming or continuous updates, as it focuses on batch processing.

  • Applications needing highly customized data extraction beyond what Firecrawl offers.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support beyond Python

    Primary SDK is in Python, other languages rely on community contributions which may be outdated or incomplete

  2. 02

    Vendor lock-in due to proprietary data formats

    Custom data extraction and processing steps are tightly coupled with LLMSTXT.NEW's internal structures

What it does well

  • Consolidates website content into text files for LLM training and inference.

  • Uses Firecrawl for efficient data extraction.

  • Ideal for preparing datasets for machine learning tasks.

Pricing

Free tier
Yes
Paid from
—
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up LLMSTXT.NEW

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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