---
title: "LLMs & Markdown"
description: "LLMs & Markdown is a blog category about why structured Markdown is a better model input than flattened PDF text or a one-off JSON dump, and how conversion fits into a model workflow."
url: https://markitdown.ai/blog/category/llms
updated: 2026-06-12
source: markitdown.ai
---

# LLMs & Markdown

> LLMs & Markdown is a blog category about why structured Markdown is a better model input than flattened PDF text or a one-off JSON dump, and how conversion fits into a model workflow.

## Posts

- [Markdown vs plain text for LLM context — why structure wins](https://markitdown.ai/blog/markdown-vs-plain-text-for-llms) — 2026-06-05 — Plain text throws away the structure a model could have used. Markdown keeps it, at almost no token cost — and that changes how reliably an LLM can reason over your content.

## Related

- [Blog](https://markitdown.ai/blog)
- [Document Parsing](https://markitdown.ai/blog/category/parsing)
- [RAG & Pipelines](https://markitdown.ai/blog/category/rag)