vemuladinesh

Vemula AI Content Layer converts your WordPress content into AI-friendly structured formats that LLMs, RAG pipelines, and AI search agents can actually understand.
Core Features:
<ul>
<li>Markdown Endpoints – Access any post or page as clean Markdown at <code>/your-post.md</code></li>
<li>JSON Endpoints – Structured JSON output with metadata at <code>/your-post.json</code></li>
<li>RAG Mode – Chunked, embedding-ready content at <code>/your-post.rag</code></li>
<li>llms.txt Generator – Auto-generated site index at <code>/llms.txt</code></li>
<li>AI Content Cleaning – Strips scripts, styles, nav, and layout clutter</li>
<li>AI Analytics – Track GPTBot, ClaudeBot, Perplexity, and other AI crawlers</li>
<li>Privacy Controls – Exclude post types or individual posts from AI endpoints</li>
<li>Caching Layer – Fast responses with WordPress transient caching</li>
<li>Rate Limiting – Protect against abuse with per-IP rate limiting</li>
</ul>
YAML Front Matter is automatically prepended to all Markdown output:
<pre><code>---
title: "My Post"
description: "Post excerpt..."
date: "2026-03-24"
tags: ["seo", "ai"]
reading_time: 5
---
</code></pre>

Vemula AI Content Layer

Expose your WordPress content as Markdown, JSON, RAG chunks, and an llms.txt index so LLMs and AI agents can read it cleanly.

James Koster

WP ragadjust is an extremely simple plugin that includes ragadjust.js on your web pages. Ragadjust.js is a script written by @nathanford and envisaged by @markboulton which resolves several typographical violations relating to the rag that are common on the web:
<ul>
<li>Line breaks immediately following a preposition</li>
<li>Line breaks immediately following a dash</li>
<li>Small words at the end of a line</li>
<li>Consecutive hyphenation</li>
<li>(Line) broken, short emphasised phrases</li>
</ul>
Solving these issues improves the overall readability of your content.
<a href="http://24ways.org/2013/run-ragged/" rel="nofollow ugc">Read the article behind the idea</a>.

WP ragadjust

Includes ragadjust.js to add subtle improvements to your typography.

Vemula AI Content Layer vs WP ragadjust