Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
OtterlyAI is a mixed fit for large enterprise AI visibility programs. It excels at prompt-level monitoring, competitor benchmarking, and citation analysis, but public documentation does not verify governance depth, historical backfill, or API scale.
7 usable AI responses
Ahrefs Brand Radar is a qualified but conditional fit for enterprise AI visibility. It offers a large search-backed prompt index, competitor AI Share of Voice benchmarking, citation analysis, and Enterprise controls, but prompt scalability, role-based reporting, and pricing remain unclear.
7 usable AI responses
Semrush is a good-to-strong fit for large enterprises that need AI visibility measurement connected to SEO, competitive intelligence, governance, and executive reporting.
7 usable AI responses
Scrunch AI is a good fit for large enterprise teams evaluating AI visibility platforms, subject to due diligence. Its Enterprise plan covers nine AI surfaces, custom prompts, competitor monitoring, citation analysis, and SSO, but pricing is custom and AXP remains in limited pilot.
7 usable AI responses
Profound Enterprise suits large enterprises needing multi-engine AI visibility, citation decay analysis, competitive benchmarking, and executive dashboards. All seven platforms named it, ranking it first on six. Pricing, prompt limits, and retention are undisclosed.
7 usable AI responses
SE Ranking is a good fit for multi-platform AI visibility monitoring when a buyer also wants conventional SEO, competitor research, and agency reporting in the same account. Two of the seven platforms in this study named SE Ranking during the ranking stage, at an average listed rank of 6.5 and a best rank of 4.
7 usable AI responses
Ahrefs is a good fit for multi-platform AI visibility monitoring when a company wants search-backed AI visibility data integrated with SEO. Brand Radar covers six AI surfaces with mentions, citations, and competitor benchmarking, though chatbot indexes refresh monthly and Grok collection is paused.
7 usable AI responses
Scrunch is a good fit for companies monitoring brand visibility across multiple AI answer engines. Core covers four platforms at $250/month; Enterprise covers nine. Enterprise pricing, refresh frequency, and methodology remain unverified.
7 usable AI responses
SEMrush is a good fit for Multi-Platform AI Visibility Monitoring Tools if the buyer already uses Semrush for SEO and wants AI visibility monitoring in the same dashboard. Three of seven platforms named SEMrush during ranking discovery, with an average listed rank of 5.0 and a best rank of 1.
7 usable AI responses
AthenaHQ is a good fit for companies that need one platform to monitor brand visibility across multiple AI answer engines, with prompt-level results, citations, competitor benchmarking, and historical trends. Its main limitation is cost and metering.
7 usable AI responses
OtterlyAI is a good fit for companies wanting one dashboard to track brand visibility across major AI search platforms, including mentions, citations, competitor performance, and prompt-level results. Claude, Gemini, and Google AI Mode are paid add-ons, and no historical data is backfilled.
7 usable AI responses
Peec AI is a good fit for companies that want one platform to track brand visibility, mentions, citations, competitor performance, and historical trends across leading AI platforms. Self-serve plans cover three AI models by default, with broader coverage costing add-ons or Enterprise pricing.
7 usable AI responses
