Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
Profound is a strong-to-good fit for teams that need to understand why competitors get recommended in AI answers, provided they can accept enterprise-oriented pricing and do their own interpretation of the data.
7 usable AI responses
Omnia is a mixed-to-good fit for AI market intelligence on recommendation and citation data. It tracks brand mentions, citations, share of voice, and competitor positioning across major AI engines, but most capability claims are vendor-reported and market-scope intelligence is limited.
7 usable AI responses
Similarweb AI Search Intelligence is a good fit for companies that want AI recommendation and citation data as market intelligence, especially teams already using Similarweb's web, SEO, or competitive data. Two of seven platforms named it during ranking discovery, at an average listed rank of 4.0 (best rank 2).
7 usable AI responses
Ahrefs Brand Radar is a qualified but contested fit for AI recommendation and citation intelligence. It offers large prompt scale, citation-versus-found separation, AI Share of Voice, and API access, but reviewers document large ChatGPT and Perplexity citation-count gaps.
7 usable AI responses
Indexly is a good fit for U.S. teams needing affordable AI mention, citation, and competitor monitoring. Two of seven platforms named it, at an average rank of 1.5. Plans run $99-$499/month, but methodology and historical retention are undocumented.
7 usable AI responses
SE Ranking is a qualified but contested fit for AI recommendation and citation data. It tracks brand mentions, citations, share of voice, and source domains across major AI answer engines, with API and MCP access, but engine coverage, refresh frequency, and pricing vary by product.
7 usable AI responses
AthenaHQ is a good fit for prompt-level AI-search monitoring, recommendation and share-of-voice analysis, and citation-source intelligence across generative-answer platforms.
7 usable AI responses
Semrush is a good fit for AI recommendation and citation data, with caveats. Its AI Visibility Toolkit tracks mentions, citations, and share of voice across ChatGPT, Gemini, Perplexity, and Google AI Overviews, but Claude, Copilot, DeepSeek, and Grok need custom-priced Enterprise AIO.
7 usable AI responses
OtterlyAI is a good fit for prompt-level AI market intelligence on brand recommendations and citations, with Standard or Premium over Lite. Four of seven platforms named it, but methodology and refresh frequency remain unverified.
7 usable AI responses
Peec AI is a good fit for companies wanting recurring, prompt-level AI market intelligence on which brands AI systems recommend and cite.
7 usable AI responses
Profound is a good-to-strong fit for enterprise buyers who need AI market intelligence on recommendation and citation data, with direct citation-level tracking across multiple answer engines. It is weaker for transparent pricing and a separately validated recommendation-share metric.
7 usable AI responses
Maya is a good fit for AI visibility historical trend tracking, with a material verification requirement. It documents time series, weekly snapshots, and indefinite retention, but snapshot immutability, retention mechanics, export rights, and pricing are inconsistent or undisclosed publicly.
7 usable AI responses
