AI search glossary
Retrieval augmented generation (RAG)
4AI engines tracked weekly
20Prompts in the free scan
1dayReport turnaround
90dCitation guarantee
In plain terms
R: common questionsAG
Does RAG mean training data no longer matters?
It matters less than it did, and it decays. Retrieved sources override memory in most modern setups, which is why correcting the public record works.
How do I make my pages retrievable?
Allow the AI crawlers, keep content in HTML rather than only in scripts, use clear headings, and keep each section self-contained.
Is llms.txt part of this?
It is a proposed convention for pointing systems at your best content. Adoption is partial, the cost is one file, so publish it and do not rely on it.
Free scan
See what ChatGPT, Gemini, Perplexity and AI Overviews say about your brand
Twenty buying prompts, four engines, you against three named competitors. Report in one working day. No call needed.
Free scan
RAG: See what the engines say about you
Twenty buying prompts, four engines, your brand against three named competitors. Report in one working day.
- 20 buying prompts, your category
- ChatGPT, Gemini, Perplexity, AI Overviews
- You against three named competitors
- Report in one working day, yours to keep