SIVRank · AI visibility measurement
Compare Brand and Competitor AI Audits
A competitor appearing in an answer about your brand is not the same as auditing that competitor directly. SIVRank supports separate competitor runs so teams can inspect each brand against a saved query.
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
Separate mentions from direct competitor measurements
Target-brand audits record competitor names mentioned alongside the target. Independent audits run a saved query with the competitor as the audited brand and store a separate result.
- Audit one saved query or the saved set
- Review competitor-specific mention, rank, sentiment, and citation outputs
- Retain the original brand and competitor context
02 · How it works
Compare like-for-like query runs
Use the same query and configured provider routes when comparing saved results. Model outputs are not independently verified and may differ across runs.
- Keep query wording consistent
- Inspect per-model responses and failures
- Treat observed differences as research prompts, not causal explanations
03 · How it works
Use comparisons responsibly
SIVRank does not verify competitor product claims, market share, or pricing. Confirm material comparisons against each company’s primary sources before publishing.
- Do not infer product superiority from mention rate
- Verify each cited page and factual claim
- Keep customer-facing comparisons dated and sourced
Questions about compare brand and competitor ai audits
Are competitor mentions the same as competitor audits?
No. A direct competitor audit runs the query with that competitor as the target and saves the result separately.
Does SIVRank provide verified competitor pricing?
No. SIVRank records model responses and returned sources. Pricing and product facts must be checked against current primary sources.