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Brand Voice JSON Explained (In Plain English)

What Brand Voice JSON is, what goes in it, and how to use it with ChatGPT and custom GPTs so AI content finally sounds like your brand.

Paste a 20-page brand guide into ChatGPT and it does its best, which usually means it ignores half of it by paragraph three. Paste a structured, labeled list of rules instead, and it follows every line. That's the entire case for Brand Voice JSON.

JSON (JavaScript Object Notation) is just a way to organize information that computers read reliably. Think of it as a very structured list: curly braces, labels, values. Nothing scary, and nothing you need to code yourself to use.

What Is Brand Voice JSON, Exactly

Here's a grocery list in JSON, just to show the shape:

{
  "groceries": ["milk", "eggs", "bread"],
  "store": "Whole Foods",
  "budget": 50
}

Brand Voice JSON works the same way, except instead of groceries, it holds your tone, your vocabulary, and your rules:

{
  "brand_name": "CAFECITO",
  "voice_charter": "We help brands teach AI to sound like them, not like robots, through clear frameworks and simple habits.",
  "tone": {
    "default": ["warm", "direct", "knowledgeable"],
    "avoid": ["corporate", "salesy", "condescending"]
  },
  "language": {
    "preferred_words": ["simple", "clear", "practical"],
    "banned_words": ["synergy", "leverage", "circle back"],
    "contractions": true
  },
  "structure": {
    "sentence_length": "short to medium",
    "paragraph_style": "punchy, lots of white space",
    "cta_style": "conversational, not pushy"
  }
}

That's a real, usable example. Nothing here is more complex than filling out a form.

Why AI Tools Perform Better With It

AI tools are pattern-matchers. Give one a wall of prose about your brand and it extracts a rough approximation. Give it labeled, structured fields and it has almost nothing to guess at: tone is a list, banned words are a list, structure preferences are explicit. That's the difference between an AI that occasionally sounds like you and one that does it by default.

Build Your Brand Voice JSON: Essential Sections

Start with four sections. You can expand later.

  1. Voice charter. Who you are in 25 words or fewer. If you haven't written this yet, the Voice Charter Template walks through it step by step.
  2. Tone words. Three to five adjectives that describe your default tone, plus a short list of what to avoid.
  3. Words to use and avoid. Your preferred vocabulary and your banned list (corporate filler, jargon, whatever doesn't sound like you).
  4. Structural preferences. Sentence length, paragraph rhythm, how you write calls to action.

Nice to add once the basics are working: channel-specific variations, audience personas, example phrases, CTA templates for different contexts.

If you'd rather not build the file by hand, the Voice JSON Builder walks you through each field and generates the structure for you.

How to Actually Use It

With ChatGPT: Paste your JSON at the start of a conversation:

"Here's my brand voice guide. Follow these rules for all content you create:" [paste JSON] "Now write a LinkedIn post about [topic]."

With custom GPTs: Add the JSON to your GPT's instructions field once. Every conversation after that inherits your voice automatically, no re-pasting required.

With your team: Share the JSON as the single reference document. It beats a 20-page brand guide because it's specific and machine-checkable: either a draft matches the banned-words list or it doesn't.

Keep It a Living Document

Your Brand Voice JSON isn't fixed. Every Red-Pen edit you make to an AI draft is a candidate rule. Every piece of content that lands well validates a rule that's already in there. Treat it as a document that grows with use, not a spec you write once and forget.

Start Simple

You don't need 500 lines to get value. A basic version with charter, tone words, and a banned-words list will noticeably improve AI output on day one. The best Brand Voice JSON is the one you actually keep open while you prompt.

Next Step

Build your first version now with the Voice JSON Builder, or start from the Voice Charter Template if you haven't nailed down the charter sentence yet.

Ready to sound like you again?

Book a free 15-minute Cafecito Call. You'll leave with two or three quick wins for your voice, whether or not you hire us.