Stage 01Diagnose
Diagnose
We identify how AI systems currently access, understand, and evaluate your brand. Access, extraction, entity clarity, and category position are mapped end to end.
How It Works · Engagement Model
Diagnose. Sequence. Engineer. Defend.
A four-stage system that moves a brand from AI invisibility to a defensible recommendation position.
How does a Salienci engagement work?
A Salienci engagement runs as a repeatable four-stage model - Diagnose, Sequence, Engineer, Defend - built to move a brand from AI invisibility to a defensible recommendation position. Each stage maps to the AEO+ framework and is measured against the diagnostic baseline set in the Salienci Authority Audit.
Stage 02Sequence
Sequence
We prioritize the gaps that most affect Recommendation Authority. The sequence is opinionated - the highest-leverage move is not always the most obvious one.
Stage 03Engineer
Engineer
We improve access, extraction, entity clarity, proof, and authority surfaces. Every change is measurable against the diagnostic baseline.
Stage 04Defend
Defend
We monitor citation velocity, competitor movement, freshness, and recommendation position. Authority compounds only if it is actively defended.
What this is not
This is not SEO reporting. This is Recommendation Authority engineering.
SEO answers "am I on the results page." Recommendation Authority answers "am I the answer." Traditional SEO is the right starting point, and it is not enough for the AI era. The K-Matrix and Website Authority Readiness scoring both feed the Diagnose stage above.
Expectations
What you receive, and what is required from your team
Each engagement returns a diagnostic you can act on without Salienci in the room: a prioritised gap list, the reasoning behind each item, and the owner it belongs to. Implementation speed depends on your team's access to the website and content approvals.
Deliverables
A diagnostic review, a prioritised remediation queue, and a re-measurement plan tied to the same query set.
What we need from you
Your priority markets and competitors, the pages that matter commercially, and a named owner for web changes.
Response expectation
Enquiries are reviewed by a Salienci specialist who follows up by email. Start with an Authority Audit or review engagement models.
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