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Start here: The Hub The Mental Model Build a Canonical Bio When the Fetch Tool Fails 3 LLM Behaviors Legibility, Eligibility, Extractability The Minimum Viable Knowledge Graph Work With MeBuild your canonical bio.
Create a professional bio that clearly establishes who you are, what you do, who you serve, and what makes your work credible. Start with five questions. Add more detail when you’re ready.
What’s a canonical bio? It’s the one deliberate, current version of who you are, published on your own website, that every other profile agrees with. Search engines and AI systems assemble you from everything they can find, and when your bios disagree, they hedge or pick an older version of you. Why it matters, and the 13-day identity regression that proved it, is in the full article: Build a Canonical Bio That Teaches AI Systems Who You Are.
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Part 1: Quick bio
Part 2: Full canonical bio
Your Part 1 answers are already in your bios. Add the evidence and context that make you distinguishable and verifiable. Skip anything that doesn’t apply. Empty fields stay out of your bio.
Your bios
Nothing you type is saved or sent anywhere, and there’s no email required. Your answers stay in this browser tab until you close it, so copy what you want to keep. The builder only uses what you give it. It never fills an empty field with made-up credentials, dates, or results.
Put your bio to work.
A canonical bio only works when everything else agrees with it. Check these off as you go.
Your bio is one piece of your visibility.
You’ve established the foundation of your professional identity. Signal Builder helps you diagnose the rest: your expertise, proof, connections, and the signals that influence how search engines and AI systems understand your work.