AI Visibility Atlas

Tool Comparison

Compare up to 5 tools side by side to make your final decision.

Otterly.aiRiff Analytics
Field
Price$29–$489/mo$49–$199/mo(free tier)
BudgetUnder $99/moUnder $99/mo
Pricing ModelSubscriptionSubscription
Pricing ConfidenceHigh confidenceHigh confidence
Product FamilyAI Visibility SuiteAI Visibility Suite
Primary Use CaseBrand Visibility MonitoringBrand Visibility Monitoring
Platform CoverageGoogle AI OverviewsGoogle AI OverviewsChatGPTChatGPTPerplexityPerplexityMicrosoft CopilotMicrosoft CopilotGoogle AI OverviewsGoogle AI OverviewsGoogle AI ModeGoogle AI ModeChatGPTChatGPTPerplexityPerplexityClaudeClaudeGrokGrokDeepSeekDeepSeek
Capabilities
Visibility TrackingCitation AnalysisGap AnalysisSentiment Analysis
Visibility TrackingCitation AnalysisGap AnalysisSentiment AnalysisAI-Ready AuditContent OptimizationWorkflow Automation
AudienceSMB · Solo / OPC · Agency · EnterpriseSMB · Solo / OPC · Enterprise
Best ForSmall businesses, agencies, and independent creators who need a simple yet powerful AI visibility tracker with citation analysis and an intuitive dashboard.Startups and small businesses that want a free one-time visibility report before paying, then a low-cost entry to daily monitoring with sentiment, citation-gap fixes, and AI-readiness audits — no technical expertise required.
Avoid IfYou need daily tracking, deep enterprise workflow integration, or broader coverage beyond Otterly's current verified core surfaces.You need Copilot or Meta AI tracking (not supported), continuous monitoring on the free plan (one-time quota, no daily checks), or Webhook exports — CSV/PDF/API only.
UpdatesWeeklyDaily
Last VerifiedAug 31, 2026Sep 1, 2026