One Source. Every Output.

For your team, tools & AI needs.

Brand Data That Scales

Across your team, tools, and AI.

[1] DEFINE

Your Brand, Structured for Clarity

Build your brand once. Store it as clean, structured data across visuals, voice, and motion. Everything lives in a single source of truth.

[2] SEMANTICS LAYER

Add meaning, not just data

Your brand is structured with context, relationships, and rules. Not just hex codes and assets, but how they should be used. So AI doesn’t guess. It understands and applies your brand correctly.

[3] DELIVERY

One Source. Every Output.

Your brand works across every tool and workflow. For people, it’s clear and accessible. For AI, it’s machine-readable and ready to use. Export as structured data, design tokens, or API endpoints.

So every output stays consistent, by default.

LIVING SYSTEM

Brand Consistency At Scale

Built For Humans

Published Site

Clean, professional brand guidelines site on your custom domain. Share with your team, partners, and stakeholders instantly.

Shareable Link

One URL to share with anyone. No logins, no downloads required. Your guidelines stay current automatically.

PDF Export

Export your complete guidelines as a PDF. Perfect for sharing offline or archiving. Always up-to-date with your latest brand.

Structured For AI

MCP Server

Queryable endpoint for any AI LLM tool. Provides brand context for generation and decision-making. Works with Claude, ChatGPT, Cursor, and beyond.

JSON-LD

A snippet for your website's <head>. Makes your brand discoverable by search engines and AI crawlers automatically.

brand.json

Machine-readable brand manifest. Auto-hosted at /.well-known/brand.json. Discoverable by any AI agent or crawler.

brand.md

The open standard for AI-executable brand identity. A single structured file your team, tools and workflow.

The open standard for AI-executable brand identity. A single structured file for your team, tools and workflows.

Markdown File

Export as markdown files for AI model ingestion. Feed directly into your LLM workflows, documentation systems, or knowledge bases.

Design Tokens

Developer-ready tokens for colors, typography, and spacing. Drop directly into your codebase or design tools.

llms.txt

An entry for the emerging LLM discovery standard. Points language models directly to your authoritative brand data.

BENEFITS

When Brands Becomes

Intelligent Infrastructure

Better Brand Context for AI

Your tools don’t guess from PDFs. They use structured brand context directly. So outputs are on-brand from the start.

Less Fixing. More Creating.

With the right context, your team spends less time correcting outputs. More time reviewing, refining, and shipping work.

One Source. Less Drift.

Update once. Everything stays aligned across teams and tools. No outdated guidelines. No chasing consistency.

Built for how Work Actually Happens

AI is already part of your workflow. This makes your brand work with it, not against it.

Built for brands already moving ahead.

Join Waitlist

Built for brands already moving ahead.

Join Waitlist

Frequently Asked Questions

Frequently Asked Questions

How does Sameness Cloud actually work?

What is the semantics layer and why does it matter?

Do I need technical knowledge to set this up?

What happens when I update my brand?

How is this different from just exporting design tokens?

How do AI tools actually use the brand data Sameness generates?

BENEFITS

When Brands Becomes

Intelligent Infrastructure

Better Brand Context for AI

Your tools don’t guess from PDFs. They use structured brand context directly. So outputs are on-brand from the start.

Less Fixing. More Creating.

With the right context, your team spends less time correcting outputs. More time reviewing, refining, and shipping work.

One Source. Less Drift.

Update once. Everything stays aligned across teams and tools. No outdated guidelines. No chasing consistency.

Built for how Work Actually Happens

AI is already part of your workflow. This makes your brand work with it, not against it.