About replaced-by.ai
We help people in the UK and Europe think clearly about careers and education as AI changes work — without hype, doom, or blackhat SEO tricks.
Integrity
No fake scarcity, no keyword stuffing, no thin pages. Similar questions are deduped into one article.
Clarity
Structured answers: verdict, risks, alternatives, takeaways, methodology — so you can skim or go deep.
Practicality
UK routes, apprenticeships, costs, and trade-offs. Tools focus on skills, experience, constraints, goals, and interests.
Optimism with realism
Many roles change; few vanish overnight. We look for durable skills and honest caveats.
How the site grows
Visitors ask questions. When the ask is new, our Worker generates a structured article via Workers AI (free tier) and stores it in KV. Near-duplicates reuse existing pages. That is the daily growth loop — ask → article → discoverable archive.
Disclaimer
Content is general information for education and careers exploration. It is not personalised careers coaching, financial advice, immigration advice, or a guarantee of outcomes. Always verify fees, entry requirements, and regulations with official sources and qualified advisers.
Stack
Built on a free Cloudflare stack: Pages (static Astro site), Workers (ask API), Workers AI, and KV. No paid AI APIs required for v1.