Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
Scrunch AI is a good fit for tracking AI recommendation share, with caveats. Four of seven platforms named it during ranking discovery, and it placed as high as third. Its strongest asset is recommendation-level data: response position, share of voice, sentiment, citations, and competitor comparisons across multiple…
7 usable AI responses
OtterlyAI is a good fit for tracking AI recommendation share when you need prompt-based monitoring of brand mentions, answer order, share of voice, citations, and competitor visibility across major AI search engines.
7 usable AI responses
Semrush is a good fit for companies that want AI recommendation visibility inside an existing SEO workflow. Five of seven platforms named Semrush during ranking discovery, and it finished third overall with an average listed rank of 4.8 and a best rank of 2.
7 usable AI responses
Peec AI is a good fit for most buyers tracking AI recommendation share, with one caveat: it measures brand-level visibility, position, share of voice, sentiment, and citations rather than product- or SKU-level data on standard plans. Five of seven platforms named it during ranking.
7 usable AI responses
Profound is a good fit for tracking AI recommendation share, with qualifications. Six of seven platforms named it during ranking discovery, and it finished first overall with an average listed rank of 1.67.
7 usable AI responses
Ahrefs Brand Radar is a good fit for broad AI visibility discovery, competitor benchmarking, and citation intelligence, with Custom Prompts covering exact high-intent commercial questions. Recommendation-position measurement and accuracy remain open concerns.
7 usable AI responses
Scrunch AI is a good fit for most buyers monitoring high-intent commercial prompts, with prompt-level tracking of brand presence, position, competitors, and citations. Core covers four AI platforms and 125 prompts; Enterprise pricing is not public.
7 usable AI responses
AthenaHQ is a good fit for AI visibility platforms for high-intent commercial prompts, per five of seven platforms that named it. It offers cross-platform tracking, competitor intelligence, and a free Essential tier, but citation prediction is Enterprise-only.
7 usable AI responses
Otterly.AI is a good fit for most buyers monitoring high-intent commercial prompts, with one dissenting platform. Five of seven platforms named it during the ranking stage, and it finished fourth overall. Its main limitation is that full engine coverage requires paid add-ons.
7 usable AI responses
Semrush is a good fit for companies that want high-intent commercial prompt monitoring inside an existing SEO workflow. Five of seven platforms named it, and it finished third overall with an average listed rank of 3.6. Its Base plan caps custom prompt tracking at 25 prompts with no free trial.
7 usable AI responses
Peec AI is a good-to-strong fit for monitoring high-intent commercial prompts, with daily prompt-level tracking of visibility, recommendation position, competitor share of voice, and cited sources. Verify pricing and model coverage before purchase.
7 usable AI responses
Profound is a good fit for companies needing structured monitoring of high-intent commercial prompts across major answer engines, with citation analysis, competitor benchmarking, and historical citation trends. Six of seven configured platforms named Profound at rank 1.
7 usable AI responses
