Recruiters sit on hundreds of CVs they can't search. Keyword search misses the obvious — the candidate wrote "React", you searched "frontend", they never surface — and every AI tool that fixes that ships candidate data to a third-party API.

I built RecruitSecure AI to do the semantic search without the API call. The embedding model runs server-side through Transformers.js (quantized multilingual-e5-small, 384 dimensions, 100+ languages), so you can ask in Spanish and it finds CVs written in English — and nothing ever leaves the deployment.

Drop in PDFs or DOCX and it extracts name, email, skills and experience, indexes each CV as a vector, and answers plain-language queries like "frontend lead who has built a design system": ranked by relevance, each result showing the exact CV fragments behind the match, so the recruiter sees the reason and not just a score. Retrieval is hybrid — pgvector HNSW cosine fused with BM25 full-text through Reciprocal Rank Fusion, then re-ranked from the recruiter's own thumbs up/down.

Next.js 16, React 19, strict TypeScript, PostgreSQL + pgvector through Drizzle ORM, Auth.js, Stripe subscriptions, multi-tenant with AES-256-GCM encryption at rest and GDPR export and deletion. Built solo, end to end.

The video is the real application: ten synthetic CVs uploaded through the actual pipeline, extracted, embedded and searched. Nothing staged.

People don't just visit your website anymore.

🤖 AI does first.

Before someone clicks your homepage, they might ask an AI:

❓ "What does this company do?"

❓ "Is this product worth trying?"

❓ "How does it compare?"

AI doesn't care about fancy animations or beautiful gradients. 📄 It cares about clear, structured information.

For years, we optimized websites for 👥 people and 🔍 search engines.

Now there's a third visitor.

🤖 AI.

The businesses that communicate clearly—not just beautifully—will have an advantage. 🚀

Because your customer's first impression might be an AI summary... before they ever visit your website.

💬 Have you ever asked AI about a company before opening its website?

#AI #WebDesign #NoCode #Automation #Webflow #Framer #SEO #FutureOfWork #BuildInPublic #Tech

Absolutely. We're moving from SEO-first to AI-readable content. Clear structure, accurate documentation, and semantic content are becoming just as important as great design.