You may have missed this latest thing from Google, but it says a lot about where AI search is heading
Google Cloud has introduced something called the Open Knowledge Format, or OKF. It sounds technical, but the message underneath it is simple: AI works best when information is clear, structured, connected and easy to trust.
Google is pushing the web towards clearer, more structured information
The Open Knowledge Format is a new open specification from Google Cloud for storing knowledge in a way that both people and AI systems can read easily. It uses simple markdown files with a small amount of structured metadata, rather than locking information away inside messy systems or proprietary tools.
For most business owners, the technical format is not the main story. The main story is what it signals: Google is continuing to move towards a world where well-organised, well-explained information has a much better chance of being understood and reused by AI systems.
If your website, services and business information are hard to follow, spread across too many places or left outdated, AI has a harder time understanding what you do and when to recommend you.
This matters because people are increasingly asking AI for answers, not just clicking links
Search is changing. More people now expect a direct answer inside Google, ChatGPT or Perplexity, and that means businesses need to be easier for AI systems to understand in the first place.
Google has introduced a new way of organising knowledge for AI
OKF is meant to make information more portable, more readable and easier for agents to work with.
- 1It stores knowledge as plain markdown files with a small amount of metadata at the top.
- 2It is designed to work across tools rather than being locked to one platform.
- 3It is meant to help AI systems find the right context more reliably.
The businesses with clearer information are likely to have an advantage
This is less about one new format and more about the direction of travel.
- 1Clearer service pages are easier for AI to interpret.
- 2Consistent information across your site and other trusted sources builds confidence.
- 3Fresh examples and direct answers give AI more usable material to work with.
A nice-looking site is not enough if the information is vague or buried
Design helps, but clarity is what gives AI something useful to extract.
- 1Long intros before the real answer appears.
- 2Old case studies, stale wording and outdated statistics.
- 3Different descriptions of your business across different platforms.
This is one more sign that structured information is becoming more important
Google is not moving away from machine-readable content. It is leaning further into it.
- 1AI systems need context to answer properly.
- 2Structured content makes that context easier to supply.
- 3Businesses that adapt early are likely to be easier to surface and recommend.
So what is the Open Knowledge Format really saying?
In plain English, Google is saying that AI does a better job when information is organised properly instead of being scattered across old docs, random folders, disconnected systems and people’s heads.
That might sound like an internal data problem for large companies, but the same thinking applies to websites and marketing. If your business information is clean, well-structured and easy to understand, AI has a much better chance of using it accurately.
Messy information looks like this
- Your website says one thing, your Google Business Profile says another, and LinkedIn says something else.
- Your key service pages take too long to explain what you actually do.
- Your examples and proof points have not been updated in ages.
Useful information looks like this
- Your pages answer real customer questions directly.
- Your business is described consistently across trusted platforms.
- Your content is current, specific and easy to quote or summarise.
This is relevant even if you run a small local business
You do not need to be a data team or a software company to learn something from this. The same principle now applies to local service pages, FAQs, case studies and the wider online footprint around your business.
Why a North London business should care
If someone asks an AI tool for an accountant in Crouch End, a wedding photographer in Muswell Hill or a personal trainer in Highgate, the businesses that are easiest to understand and verify are in a better position to be mentioned. That is why structure, clarity and consistency matter beyond classic SEO.
You do not need to implement OKF, but you should learn from what it represents
For most business owners, the practical response is not to dive into markdown files and metadata. It is to make your business information easier for AI to read, trust and reuse.
- Put the answer near the top of your key pages.
- Keep your service descriptions clear and consistent.
- Update examples, statistics and case studies regularly.
- Add useful FAQs based on real customer questions.
- Make sure your site, review profiles and social presence tell the same story.
That is the real takeaway from Google’s latest move. AI search is rewarding businesses that are easier to understand, not just businesses that happen to have a website.
Old SEO often asked, “How do I rank this page?” AI search increasingly asks, “Can I trust this business enough to mention it in the answer?”
Need help making your business easier for AI to understand?
JoeAI helps North London businesses improve clarity, visibility and practical use of AI without turning everything into technical jargon.
Joe is a Crouch End-based SEO and AI search specialist who helps North London businesses understand where AI is going and what practical changes are actually worth making.
