Fact layer audit

How ready your facts are for AI

A fact layer audit asks AI tools what they say about your organisation and checks the answers. Then we review the facts behind them, so you know what is solid, what conflicts and what needs writing down.

What it covers

Two things. First, how accurately AI assistants and AI search results describe you today: what you do, who you serve and how you work. Second, the material those answers draw on, your website, documents and published content, reviewed for completeness, consistency and currency.

How we work

We put the questions your customers ask to the AI tools they use, and record the answers. Where an answer is wrong, we trace it back to the source that misled it, or to the gap that left it guessing. We concentrate on the errors that would mislead a buyer, a partner or a new member of staff. The answers show the symptoms; the facts show the cause.

The findings go into your maturity assessment and give fact layer design a clear starting point.

What we need from you

  • The questions your customers, partners and staff ask most often
  • Access to the documents and pages you treat as authoritative
  • Time from the people who own your key facts, to settle the conflicts we find
Where it sits
Where you are
What it feeds
Fact layer

How ready are your facts for AI?

Tell us which parts of your organisation you want a clear view of, and we will suggest the audits that fit.

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