RAG Readiness Checker
Paste a page and get a 0–100 score for how well an AI assistant can answer from it — plus concrete fixes.
How well an AI assistant could answer from this page.
What the RAG readiness checker measures
Paste a page and this checker scores it 0–100 on how well an AI assistant can answer from it — then tells you exactly what to fix. It runs five checks that mirror what actually drives retrieval quality:
- Enough substance — 300+ words for the assistant to draw on.
- Clear headings — they become breadcrumbs that sharpen retrieval.
- Answers real questions — Q&A phrasing matches how people search.
- Scannable structure — lists and short paragraphs.
- Chunk-friendly density — paragraphs that don't split mid-idea.
How to make a page AI-ready
The same habits that help a chatbot also help humans and search engines: real headings, direct answers to real questions, and one idea per paragraph. Our guide on how to make your website content AI-ready has the full checklist, and what a RAG chatbot is explains why structure matters so much for grounded answers.
RAG readiness checker FAQ
RAG readiness is how well an AI assistant can retrieve and answer from a page's content. A retrieval-augmented-generation bot splits your pages into chunks, embeds them, and pulls the most relevant chunk at question time — so pages that are well-structured, substantial, and scannable produce sharper answers than a wall of unstructured text.
Because retrieval works on chunks, not whole pages. Clear headings tell the system where an answer lives, question-style phrasing matches how visitors ask, and tight paragraphs keep one idea per chunk. Vague or contradictory pages get chunked poorly, so the bot retrieves noise and gives weak answers.
Treat 75+ as ready, 50–74 as fair, and below 50 as needing work. The score comes from five weighted checks — substance (300+ words), headings, question phrasing, scannable structure, and chunk-friendly paragraph length. The specific tips it surfaces matter more than the number itself.
No. Paste a page's text or HTML and the analysis runs entirely in your browser — nothing is uploaded or stored. Check one page at a time, fix what it flags, and re-paste to confirm the score improved.
Yes, completely free with no sign-up. Use it on as many pages as you like before you train an assistant on your content.