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UX Report is built as a closed loop — not a dashboard that stops at scores.

In-app navigation

Two buckets — observe vs act: Diagnose is not a sidebar section. Intent Diagnosis and page-audit findings run inside Monitoring → Optimize flows.

Capability loop

Monitor

Monitoring → Overview tracks buyer questions across answer engines: presence (cited / mentioned / absent), coverage against your pages, competitors, and citation hosts. Monitoring → Technical health checks whether AI crawlers can reach and parse your site. See AI Visibility.

Diagnose (capability)

Two complementary modes: Page audits run curated criteria through two lenses in one run. Intent Diagnosis starts from a Monitoring gap and proposes grounded changes (including when you need a new surface such as a blog or pricing page). See Page audits and Optimize.

Optimize

Confirmed diagnoses become change records in Optimize: diagnosis text, proposed change, destination pages, and an agent-ready brief. See Optimize.

Validate

Experiments prove runtime impact with the site snippet and multi-armed bandit traffic allocation — when you need evidence that a change worked for visitors. See Experiments.

How to think about AI visibility

Prompt tracking is the wedge. Competing only on “more prompts” or a single visibility score ages out. The durable work is:
  1. See where you are missing or misdescribed
  2. Decide the concrete site or story change
  3. Ship it and prove it helped

Workspaces & plans

Projects and usage live on an organization workspace (org-paid plans). Free is solo (1 seat); Pro adds seats for Operator and Builder; Agency raises capacity (projects/audits) with unlimited seats for larger teams. See Plans & seats.