Methodology
A rigorous view of what AI says about you.
Logres helps organizations understand how AI-mediated discovery shapes consideration, then supports practical, evidence-backed improvement.
The public framework
Measure. Explain. Improve.
Logres measures how AI systems position an organization, explains the evidence and gaps influencing those answers, and helps teams prioritize practical improvements.
Logres combines proprietary measurement, evidence analysis, and remediation methods developed for AI-mediated discovery.
What Logres evaluates
The answer and what shapes it.
- Whether an organization is named
- How it is described
- Which public sources are cited
- Which competitors appear
- Whether the answer is accurate and decision-relevant
How Logres approaches the work
A disciplined approach without a generic playbook.
Market-specific measurement
Logres starts with the decisions and market context that matter to your organization.
Evidence-led analysis
Findings connect the answer to the public information and credibility signals around it.
Competitive comparison
See which organizations appear instead and where your position differs.
Reviewed recommendations
Priorities are grounded in verified business information and prepared for responsible implementation.
Ongoing remeasurement
Track implementation progress separately from observed changes in AI visibility.
What makes the work credible
Specific enough to act on. Careful enough to trust.
Repeatable measurement
A consistent point-in-time view gives teams a dependable basis for comparison.
Clear evidence trail
Findings are tied to the public information behind the answer, not generic assumptions.
Human review
Recommendations are reviewed for business accuracy before implementation support begins.
Verified business information
Work begins from information an organization can stand behind publicly.
Honest progress reporting
Implementation progress and changes in AI answers are reported as different kinds of movement.
Discuss your market with Logres.
Every engagement begins with a fit conversation about your organization, market, and goals.