SIVRank · AI visibility measurement
Monitor Your Brand in AI-Generated Answers
SIVRank helps teams observe whether selected AI answer providers mention a brand for a defined set of queries. Repeat the same query set over time and inspect the saved responses behind each measurement.
SIVRank records responses from configured AI providers. Results are model-reported, can vary between runs, and are not a guarantee of visibility or business outcomes.
01 · How it works
Track a defined set of buyer queries
Choose questions that customers may ask when researching products or services. Save them in named groups so measurements can stay focused on a product or service area.
- Keep the query text with each saved result
- Review responses from configured provider and model routes
- Separate direct brand results from competitor mentions
02 · How it works
Review what each model returned
Inspect the recorded answer, mention status, model-reported rank, citations, timestamp, and any provider failure. A returned answer is an observation from that model route, not a verified market fact.
- See partial results when a provider fails
- Open model-returned citation URLs for independent review
- Compare repeat runs of the same query
03 · How it works
Use monitoring as a measurement workflow
Use repeated observations to decide what to investigate next. A change between runs does not show what caused it and does not predict traffic, leads, or sales.
- Start with a small, relevant query set
- Keep the comparison period and provider routes visible
- Verify important statements against primary sources
Questions about monitor your brand in ai-generated answers
Does an AI visibility score measure Google rankings?
No. SIVRank records configured AI provider responses for saved queries. Organic search rankings, impressions, and clicks are separate measurements.
Does monitoring guarantee that a model will recommend my brand?
No. Model outputs vary and SIVRank does not control provider answers or guarantee recommendations or business outcomes.