Open Knowledge Format for WordPress Websites
In June 2026, Google introduced the Open Knowledge Format (OKF), an open specification for structuring business knowledge so AI agents can read it directly, with no special tools required.
Scribendi now offers Agent Knowledge Architecture, a service that builds an OKF knowledge bundle for your business and makes it available to every AI agent that visits your site.
What Is the Open Knowledge Format?
OKF is a simple, open standard for representing business knowledge as a set of linked documents. Each document describes one concept: a product, a service, an industry you serve, or a common question your customers ask. A single webpage often yields several concept documents — one for each distinct idea it contains.
Every document follows the same structure. A short data block at the top identifies what the document is about. The body explains it in plain language. Links connect related concepts together, forming a map of your business that AI agents can navigate.
Because OKF is just text files, any AI agent can read it. There is no app to install and no account to create. The format is open, and Google has committed to supporting it across its AI and data products.
Why This Matters for Your Business
When someone asks an AI assistant which companies handle a particular need for businesses like theirs, the AI needs to quickly understand what you offer, who you serve, and how your services connect. If that information only exists as marketing copy spread across dozens of pages, the AI has to guess. Guessing leads to your business being left out of the answer, or described incorrectly. An OKF knowledge bundle gives AI agents a direct, structured map of your business. Your products, your industries, your FAQs, and the relationships between them are all laid out clearly, in a format built for machine reading.
What's Included
Knowledge Bundle Creation
We decompose your products, services, industries, and key processes into individual concept documents — one per distinct idea, not one per page. A single service page may yield five or six concept files, each one navigable independently by an AI agent.
Cross-Linked Structure
Every document links to related concepts, creating a navigable knowledge graph. An AI agent reading about one product can follow links to see how it applies to a specific industry or solves a specific problem.
Citations to Your Existing Content
Each concept document links back to the relevant pages on your live website, so AI agents can verify details and find more depth when needed.
Update Log
A running log of changes signals to AI agents that your knowledge bundle is current, which improves how often AI systems cite it.
WordPress-Compatible Deployment
We deploy your knowledge bundle directly through your existing WordPress site. No server access, hosting changes, or developer time required.
Who Is This For?
This service is built for B2B companies whose customers increasingly research vendors using AI tools: software companies, professional services firms, manufacturers, and any business with multiple products or services that serve different industries or use cases. If your business has more than one product, serves more than one industry, or fields the same customer questions repeatedly, an OKF knowledge bundle gives AI agents a clear, accurate picture of all of it.
Getting Started
Agent Knowledge Architecture starts with a discovery review of your current site and AI visibility, followed by bundle creation, deployment, and a 30-day review to confirm AI agents are reading and citing the new structure correctly.
Common Questions About Open Knowledge Format (OKF)
Is OKF the same as llms.txt or agents.md?
No, but they work together. llms.txt and agents.md act as a directory pointing AI agents to your content. An OKF bundle is the structured content itself, the detailed knowledge agents read once they are pointed there.
Will this affect my search engine rankings?
OKF is built for AI agents, not traditional search engines. It works alongside your existing SEO, not in place of it.
How long does it take?
Most knowledge bundles are deployed within two to three weeks, depending on the size and complexity of your business.