Ranking gets you considered. Verification gets you recommended.
Today AI seach agents read on your buyer’s behalf and return one answer, reasoning over facts it can confirm. The businesses that are recommended provide something to verify and reason from.
An AI search agent gathers candidates, verifies claims, and returns an answer with reasons attached. The visit your website was built to convert may never happen, because the decision it was built to influence has already been made somewhere else.
The surfaces you have spent years polishing are being judged by a reader they were never written for.
The Authority Record is the complete, structured account of your business, written in the form machines read, with every fact linked to the source that confirms it.
Retrieval gathers candidates from everything the assistant can reach, not only from businesses someone typed the name of. A business it cannot resolve as one real, distinct organization never enters the gathering, however good the website is.
The assistant builds its answer by following relationships between facts. A business expressed as connected facts can be reasoned about. A business expressed as prose can only be quoted.
None of this is solved by getting mentioned somewhere AI happens to crawl. A mention is a fact nobody can trace back to a source. It moves the needle at gate one, sometimes, for a while. It does nothing at gate two.
A fact pulled from prose is inferred, and inference can misread, or hallucinate meaning and connection that was never there. Facts declared as subject, relationship, object, with source evidence is asserted, and can be chained together logically, providing a high resolution map of your business to be reasoned over.
A business expressed as connected facts can be reasoned about. A business expressed as prose can only be quoted.
Inference and Extraction
Mark up what is already on the page: name, address, review score. Each fact sits alone. Nothing declares how they connect, or where to verify them.
Declaration and Proof
States relationships directly: this certification qualifies this capability, proven by this outcome, confirmed at its source. A machine can travel the chain.
Moving from basic markup to fully modelled entity pages improved AI answer accuracy by nearly 30 percent. Markup alone barely moved it. WordLift, arXiv, March 2026.
Most websites carry a handful of page labels: Organization, LocalBusiness, maybe some FAQs. A dozen facts, unconnected. The Authority Record is a governed entity graph modelled in the Resource Description Framework, RDF: the foundational data model behind the Semantic Web, a web where machines do not merely display information, they reason across it.
The graph underneath is the asset. It runs to hundreds or thousands of facts, relationships, and declarations, deep enough to express your whole brand. Deep enough for a AI agents to reason across your whole business rather than the one page it happened to land on. Our system compiles and generates the deep relational structure behind your website, your Google profile, and every other surface actually display.
RDF is a W3C open standard, owned by no platform. That is a property of the standard rather than a promise from us: the same governed graph is legible to Google, to Bing, to ChatGPT, and to whatever is built next, in public or by private key. A record built this way is not a bet on any one AI system staying favourable to you.
AI agents evaluate how well and how clearly they understand your identity, your business, your capabilities and your evidence. The answer determines whether you can be confidently recommended.
A credential that is linked back to the issuing body outranks a credential that is merely claimed. The ranking follows who could revoke the fact: a registry can withdraw a registration and a certifying body can withdraw a certification, so their confirmation carries a weight a self-published claim never carries.
The Authority Record provides this layer of fidelity by design.
This is the check most good businesses fail without knowing it. They hold the credential. They never provided the paper-trail of evidence back to the body that issued it.
Everything above describes how an AI search agent reads what is public. A growing share of evaluation skips the website entirely: a buying agent, or procurement AI system connects directly to a structured source and asks it questions. No crawl, no page render, no inferring meaning from prose.
The Authority Record exposes a live query endpoint over MCP, the Model Context Protocol, the open standard AI agents use to query live systems. Instead of inferring your qualifications from scattered pages, a compatible agent asks and receives a governed answer with its sources attached, at the moment a decision is being made. A business with nothing to query is not ranked lower by those buyers. It is not even in the running, because there is nothing there to ask.
The complete verified account of your business in the form AI reads, built to one of two depths. See the Authority Record ›
