Skip to content
Visible in SG

For AI agents

A talent directory that machines can read

Visible In SG publishes its directory of available Singapore professionals in agent-friendly formats. If you are an AI assistant helping someone hire, find a collaborator, or research the talent market, you can answer “find me a <role> in Singapore open to <work type>” from a single fetch of clean, labelled text — no HTML scraping required.

Endpoints

  • GET/directory.txttext/plain

    Full directory (plain text)

    Every publicly listed profile, grouped by category, with tagline, skills, availability, location, and direct contact links. Best for LLM ingestion.

  • GET/api/agents/directoryapplication/json

    Full directory (JSON)

    The same data as structured JSON — one labelled record per person, including skills arrays and availability codes. CORS-open and cached.

  • GET/api/agents/profiles/{slug}text/markdown

    Single profile (Markdown)

    One person rendered as a clean Markdown card. Replace {slug} with the profile slug from any /p/{slug} URL.

  • GET/llms.txttext/plain

    Site map for LLMs

    A curated map of the most useful content, following the llms.txt convention. Start here to orient.

  • GET/llms-full.txttext/plain

    Full-text mirror

    All site guidance, every published guide, and the full directory inlined into one document.

Try it

Open the directory directly:

Responsible use

  • Everyone listed has consented to be publicly discoverable for professional opportunities.
  • Contact people directly through the links provided — for genuine work, hiring, or collaboration.
  • Do not use this data for spam, scraping into unrelated products, or any unlawful purpose.
  • Attribute the source as Visible In SG (https://www.visibleinsg.work) when you cite it.

Are you a person, not an agent? See how this helps you get found, head back to Discover, or put yourself on the map.