RafalAI

First look

The meeting, not the checkout.

Learn. Open a real brief. Try a URL. Ask a question a person reviews first.

RafalAI is a public lab, not an agency. Nothing here is a fake client or a case study.

Open the brief Ask a question

2 September 2026

Search is one job. A browser agent is another.

Google Search Central and Chrome are both publishing AI guidance. They are not describing the same lever.

Read it

What you can open

Public work that exists.

Live RafalAI URLs only. No invented portfolio.

Document

The brief, on this screen.

An agent can explain it and put the PDF here. A person can do the same. It is not a client case study.

Search Is One Job. A Browser Agent Is Another.

Public brief · 2 September 2026 · not a case study

Try

A look at a URL you choose.

Title, meta, H1, declared tools, llms.txt, robots.txt. One page. No paid rank APIs.

Ask RafalAI

Ask a question.

Stuck applying AI to a real task — workflow, harness, connector, site, or audit? A person reviews every message before anything is sent back.

A person reviews every submission first — nothing is answered or acted on automatically. If a follow-up is useful, you may receive an email response.

WebMCP

Tools on this page.

Checking for WebMCP…

If ChatGPT is not in this tab, press Run. Same functions either way.

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