Measure Your Brand's AI Search Visibility.
Track Brand Mentions & Citations in Frontier AI Engines.
AI answer systems can return different recommendations for the same question. SIVRank runs repeatable prompt audits through configured providers and records model-reported mentions and source URLs.
The configured model response, brand mention, extracted sentiment label, rank when returned, and model-reported source URLs. Verify returned sources independently.
SEO and AI Answer Audits Measure Different Things
Search visibility and AI-generated answers are separate channels. Measure each with the data it can actually provide:
- ✕Search visibility: Measure impressions, clicks, and positions with search analytics tools.
- ✕Page performance: Review technical health and the quality of information available on your site.
- ✕Search intent: Build useful pages that address the questions people bring to search.
- ✕Separate reporting: Search metrics do not establish how an AI product will answer a prompt.
- ✓Record model answers: Save the response to a neutral buyer prompt and note whether the brand appears.
- ✓Review returned sources: Inspect URLs included in a response and verify them independently.
- ✓Repeat the sample: Keep prompt wording and collection dates to compare observations over time.
- ✓Interpret carefully: A saved audit is a snapshot, not a market ranking or revenue forecast.
Built for teams evaluating AI answer visibility
Tools for running live prompt audits and reviewing the results. Live access requires configured providers and an active account.
Multi-Model Share of Voice
Compare mentions, ranks, sentiment labels, and returned URLs across the model routes configured for your account.
Returned Source URLs
Review URLs included in saved responses. They are model-reported and are not independently verified by SIVRank.
Observed Competitor Mentions
Track how often saved target-brand audit responses mention the competitors you add. Competitor-specific rank and sentiment require direct competitor audits, which are not available yet.
Saved Audit History
Keep a per-account history of audit prompts and returned model responses for later review.
Account-Specific Workspace
Save brand profiles and audit history separately for each registered account.
Configured Provider Routes
Audits use Google Gemini and selected models through OpenRouter. Provider keys and availability are managed by the service administrator.
Turn AI answers into reviewable observations
Use a repeatable prompt sample to see what selected AI products return. Results are snapshots, not forecasts of traffic, revenue, or search rank.
- 1. Choose promptsWrite neutral questions that reflect how your buyers compare products.
- 2. Run an auditSend the same prompt through the AI provider routes enabled for your account.
- 3. Review the evidenceInspect saved answers, mentions, sentiment labels, and model-returned URLs.
Live audits require an active account and configured provider keys. Sources and model interpretations should be checked independently.
Explore AI visibility workflows
Learn how SIVRank records configured provider responses for different research needs.
Monitor Your Brand in AI-Generated Answers
Run repeatable brand audits across configured AI answer providers. Review model-reported mentions, citations, and changes for saved buyer queries.
Learn more →GEO Reporting Grounded in Saved AI Responses
Create clear GEO reports from saved AI answer audits, with query dates, model coverage, reported citations, limitations, and next actions.
Learn more →Track Sources Returned in AI Answers
Review the URLs that configured AI providers return during brand audits. Compare source links by query and model, then verify each page independently.
Learn more →Compare Brand and Competitor AI Audits
Run independent AI answer audits for saved competitors using the same buyer queries. Keep direct competitor results separate from mentions in your brand audits.
Learn more →Measure AI Answer Visibility for B2B SaaS Brands
Track how configured AI answer providers respond to B2B software buyer queries. Save product query groups, review model-reported sources, and repeat measurements.
Learn more →Predictable Pricing for High-Velocity Teams
The prices and plan limits below are previews. Checkout is paused until server-side payment verification is enabled.
Founder & Seed
- ✓ 500 monthly prompt audits
- ✓ 2 tracked brand domains
- ✓ Access to configured provider routes
- ✓ Saved prompt and response history
- ✓ Mention and source URL review
Growth & Scale
- ✓ 1,500 monthly prompt audits
- ✓ 5 tracked brand domains
- ✓ Access to configured provider routes
- ✓ Saved prompt and response history
- ✓ Brand mention and returned URL review
- ✓ Observed competitor mention rates
Marketing & SEO Firms
- ✓ 5,000 monthly prompt audits
- ✓ 15 client brand domains
- ✓ Multiple saved brand profiles
- ✓ Account-specific saved audit history
- ✓ Workspace data export
Custom Scale
- ✓ 15,000 monthly prompt audits
- ✓ 30 saved brand profiles
- ✓ Account-specific audit history
- ✓ Data export and account controls
Everything You Need to Know About GEO
Measure how AI products answer questions about your brand.
Create an account to organize a workspace. Live audits require an active account and provider configuration; new accounts start in Trial and need administrator activation.