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Visible in SG

New feature

Now you’re findable by AI, too

Search doesn’t only happen on Google anymore. People find talent by asking AI assistants like ChatGPT, Perplexity, and Claude. Every profile on Visible In SG is now published in a machine-readable format, so when someone asks an AI to find a person with your skills in Singapore — you can be the answer.

Put yourself on the mapSee the live directory

What this means for you

If you’re listed in the directory, this is working for you already.

  • You show up in AI answers, not just search results

    When a recruiter or founder asks an AI assistant “find me a product designer in Singapore open to freelance work,” your profile is in a format the assistant can read, quote, and recommend — with your name, skills, and a link straight to you.

  • Found in one step, not ten

    Instead of an agent having to open and parse dozens of pages, your details live in a single, clean directory it can read in one fetch. Faster for the machine means more likely to surface you.

  • Your skills do the matching

    Your skills, availability, and what you’re looking for are all labelled explicitly. An agent searching for a specific skill can match you precisely — you’re not buried inside a wall of prose.

  • Zero extra effort

    You don’t configure anything or learn a new tool. The moment your profile is approved, it’s automatically published in the machine-readable formats too. It just works.

How it works, behind the scenes

Your profile page carries structured data (schema.org Person markup) that clearly labels who you are, what you do, and where you’re based. On top of that, the whole directory is published in three agent-friendly formats:

  • Plain-text directory

    Everyone listed, grouped by category, with skills and contact links — the format LLMs read most easily.

  • JSON feed

    The same data as structured JSON for apps and agents that query it programmatically.

  • Your profile as Markdown

    Each profile is also available as a clean Markdown card at /api/agents/profiles/{your-slug}.

Building something that consumes this data? Read the technical docs for agents →

You stay in control

  • Only approved, public profiles are included. Nothing is published without your consent.
  • Mark your profile as unlisted at any time and it is removed from the directory, the JSON feed, and the text mirrors — while your page stays reachable by direct link.
  • The directory carries only what you already chose to show publicly. It never exposes your private contact email or anything you kept off your page.
  • No messages are routed through the site. People and agents contact you directly via the links you provided.