Company research
Company-by-company analysis, with the research and limitations in view.
286 reviews
HubSpot AEO is a good fit for buyers who want affordable AI visibility measurement plus prioritized content recommendations, especially inside the HubSpot ecosystem. Its strongest case is a $50/month standalone entry point covering ChatGPT, Gemini, and Perplexity with citation analysis and competitor share of voice.
7 usable AI responses
Scrunch Agent Experience Platform is a good fit for AI SEO visibility measurement, with caveats. It tracks prompts, citations, and competitors, but independent reviewers say it diagnoses gaps without fixing them, and AXP remains in limited release.
7 usable AI responses
Frase is a good fit for U.S. companies that want AI-search visibility measurement wired directly into content research, optimization, drafting, and publishing. Three of seven platforms named Frase during the ranking stage — anthropic, google, and grok — at an average listed rank of 7.3 and a best rank of 4.
7 usable AI responses
Ahrefs is a good fit for teams wanting AI visibility measurement inside an existing SEO workflow, not a purpose-built GEO platform. Brand Radar tracks mentions, citations, and share of voice, but its index is modeled and pricing is inconsistent across sources.
7 usable AI responses
Peec AI is a good fit for AI visibility measurement and a partial fit for content optimization. It tracks prompts, citations, and share of voice, but lacks native content editing and traffic-to-revenue attribution.
7 usable AI responses
OtterlyAI is a good fit for prompt-level AI visibility measurement, citation intelligence, competitor benchmarking, and GEO audit recommendations, and a mixed fit for buyers needing a full content optimization suite. Entry pricing starts at $29/month.
7 usable AI responses
Semrush is a good fit for companies that want AI visibility measurement and content optimization inside an existing SEO workflow. Five of seven included platforms named Semrush during ranking discovery, and six of seven returned a usable fit assessment, all rating it "good." Its strongest advantage is combining…
7 usable AI responses
Profound is a strong fit for enterprise and sophisticated marketing teams whose primary need is prompt-level AI visibility measurement, citation intelligence, competitor benchmarking, and historical trend analysis tied to content prioritization.
7 usable AI responses
GEOCARA is a good fit for companies wanting an affordable, self-serve way to monitor how AI engines mention, cite, and recommend their brand, then turn findings into prioritized content, schema, and authority fixes. Plans run $49 and $199 per month, but most evidence is company-controlled.
7 usable AI responses
Scrunch AI is a good fit for teams needing prompt-level monitoring of AI recommendations, competitor visibility, and cited sources. Two of seven platforms named it in the ranking stage, at an average listed rank of 3.5.
7 usable AI responses
Clear Cited is a good fit for US B2B SaaS and developer-tools companies wanting measurement-led AEO and SEO for AI recommendation visibility. It was named by two of seven platforms at an average rank of 3.0, but independent validation of outcomes is thin.
7 usable AI responses
Yolando is a good fit for companies needing prompt-level monitoring of AI recommendations, competitor visibility, citation sources, content gaps, and prioritized content actions. Two of seven platforms named it during ranking, with a 28.6% share and average rank of 2.5.
7 usable AI responses
