Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
Semrush is a good fit for AI brand visibility tracking if you already use its SEO tools or want SEO and AI visibility from one vendor. Its AI Visibility Toolkit covers mentions, citations, sentiment, and share of voice, but base plans track only 25 prompts and exclude Claude, Copilot, and DeepSeek.
7 usable AI responses
Peec AI is a good fit for AI brand visibility tracking, with four of seven platforms naming it during ranking discovery. It offers prompt-level monitoring of mentions, position, sentiment, citations, and competitors across major generative-search engines, with daily tracking and published tiered pricing.
7 usable AI responses
OtterlyAI is a good fit for U.S. brands wanting affordable, prompt-based tracking of AI brand mentions, citations, sentiment, and competitors. Four of seven platforms named it, averaging rank 4.0. Lite costs $29/month but covers only 15 prompts and four engines.
7 usable AI responses
Profound is a strong fit for brands needing recurring, prompt-based measurement of AI search visibility, citations, and competitive share of voice. Multi-engine coverage starts at the $399/month Growth plan billed annually; Enterprise pricing is not publicly fixed.
7 usable AI responses
Orchly is a good fit for small and mid-sized US marketing teams that want AI-search visibility monitoring bundled with content and SEO execution, with prompt tracking, competitor benchmarking, and white-label reporting at a listed Pro price of $125/month.
7 usable AI responses
AthenaHQ is a good fit for U.S. marketing teams monitoring how AI answer systems discuss and recommend their brand. Two of seven platforms named it in ranking, and six returned a usable fit assessment. Pricing, historical data, and model coverage remain contested.
7 usable AI responses
Wellows is a good fit for a US marketing team that needs cross-platform AI-search visibility, prompt tracking, competitor citation analysis, historical reporting, and action-oriented content or outreach workflows.
7 usable AI responses
Promptwatch is a good fit for US marketing teams needing multi-platform AI-search visibility monitoring, prompt tracking, competitor comparison, citation analysis, and reporting exports. Its main limitation is that most evidence is company-owned, and sources conflict on plan names, pricing, and model limits.
7 usable AI responses
SE Ranking is a conditional fit for LLM monitoring: its AI Search Add-on tracks prompts across Google AI Overviews, AI Mode, ChatGPT, Gemini, and Perplexity inside an existing SEO suite, but documented coverage excludes Claude, Copilot, Grok, and Meta AI.
7 usable AI responses
Scrunch AI is a good fit for marketing teams needing prompt-level monitoring of how AI answer platforms discuss, cite, and recommend their brand and competitors.
7 usable AI responses
Semrush is a good fit for marketing teams monitoring how AI answer systems discuss, cite, and recommend their brand, but it is not a developer-grade LLM observability platform.
7 usable AI responses
Peec AI is a good fit for US marketing teams monitoring how AI answer systems discuss, cite, and recommend their brand. Five of seven platforms named it, with four rating it good. Verify pricing, model coverage, retention, and contract terms before buying.
7 usable AI responses
