View
Understand how your brand appears in stored AI answers and where it is absent.
View makes stored AI observations inspectable across supported prompts, products, citations, and competitors. Commercial dimensions remain unavailable unless validated sources support them.
Inspect stored AI inclusion and omission
View makes stored AI observations inspectable across supported products, prompts, citations, and competitors.
Product appearance observations
See which supported catalog references appear or remain absent across stored AI answers.
Prompt-level inclusion and omission
Compare inclusion and omission across enabled questions and exact observation runs.
Observed competitor comparisons
Identify which competitors appear in comparable stored answers without inferring why.
Structural and policy evidence
Review supported data and trust gaps as diagnostics, not proven causes of model behavior.
Commercial evidence availability
See whether approved outcome sources are connected, missing, stale, or not measured.
Preserve commercial evidence boundaries
Observed Competitor Appearance
Comparable stored answers where competitors appear and your brand does not
Observed Brand Omission
Enabled prompts where your brand does not appear in the stored answer
Outcome Evidence Status
Whether approved commercial sources and measurement windows are available
Decision Readiness
Whether the evidence supports a next step or remains inconclusive
Visibility is not revenue. Commercial measures and causal impact remain unavailable unless exact sources, interventions, populations, and outcome windows support them.
Ready to build from trusted evidence?
See the crawler, AI observations, and evidence boundaries behind each supported finding.