Methodology
How we measure what AI says about you.
We ask AI tools the questions your clients ask. We test your category, services, competitors, and buying criteria. Then we record how the tools mention, cite, and describe you.
The improvement work stays on public ground. We update site structure, service descriptions, metadata, and outside sources AI reads. That includes press, expert mentions, partner references, and reviews.
AI tools keep changing, so we test again over time. That helps you catch drift, fix wrong answers, and keep public information current.
Our exact methods are our own. Findings and deliverables are handled as confidential between Logres and your firm.
We measure four things
Select any dimension for more detail.
Content and metadata review
We review your pages, structure, service descriptions, and metadata.
Reference monitoring
We re-test client-style questions and track mentions, citations, and descriptions.
Source and credibility improvement
We find the outside sources AI uses and where stronger support is needed.
Refresh cycle
We re-test over time, flag drift, and update priority assets as models and sources change.
Engage Logres
Every engagement starts with a short fit conversation.