Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
AthenaHQ is a mixed fit for agencies tracking AI visibility across multiple clients. Its Agency Partner Program offers centralized client management and discounted licensing, but white-label scope, per-client economics, and credit-based spend remain undocumented.
7 usable AI responses
LLM Pulse is a good fit for agencies needing multi-client AI visibility tracking, white-label reporting, competitor benchmarking, and citation analysis in one platform, with published EUR pricing from €49/month. Agency-critical terms like Partner plan pricing and compliance commitments need written confirmation.
7 usable AI responses
Ayzeo is a qualified fit for U.S. agencies running multi-client AI visibility programs, not a fully validated one. Two of seven platforms named it, and it finished sixth overall.
7 usable AI responses
Semrush is a qualified but conditional fit for agencies tracking AI visibility across multiple clients. AI visibility, competitor benchmarking, citation analysis, and white-label reporting sit in one platform, but prompt allowances and per-domain billing make broad multi-client programs expensive.
7 usable AI responses
Rank Prompt fits agencies needing multi-brand AI visibility tracking and white-label client reporting, with Agency and Agency Plus tiers covering up to 1,000 brands. Pricing figures conflict across pages, and enterprise security terms are not clearly published.
7 usable AI responses
OtterlyAI fits agencies needing separated client workspaces, prompt-based AI visibility monitoring, competitor and citation analysis, and Looker Studio or API reporting. Its Agency Partner program adds prompt capacity, branded reporting, and consolidated billing, but there is no native white-label interface.
7 usable AI responses
Profound is a good fit for agencies running AI visibility programs for enterprise and mid-market clients, and a weaker fit for agencies managing many low-budget accounts. Four of seven platforms named Profound during ranking discovery, with an average listed rank of 3.0 and a best rank of 1.
7 usable AI responses
Peec AI is a good fit for agencies that need multi-client AI-search visibility tracking, competitor benchmarking, citation analysis, and client-ready reporting. It ranked first overall in this study, but pricing and plan entitlements conflict across public pages, so buyers must verify terms in writing.
7 usable AI responses
Scrunch is a good fit for mid-market and enterprise ecommerce brands needing prompt-level AI visibility monitoring, competitor citation tracking, and an optional agent-delivery layer. Pricing and historical-reporting depth remain unverified, so purchase should stay conditional on vendor confirmation.
7 usable AI responses
Athena HQ is a good fit for ecommerce brands that need prompt-level AI visibility, competitor monitoring, citation analysis, and Shopify-linked revenue attribution — but the fit is conditional, not universal.
7 usable AI responses
Triple Whale is a good fit for ecommerce brands that want AI-visibility monitoring connected to ecommerce analytics, with prompt-level brand and competitor tracking, citation analysis, and a free entry point.
7 usable AI responses
Surfient is a good fit for Shopify-based ecommerce brands wanting low-cost AI visibility monitoring, competitor tracking, citation analysis, and AI-attributed traffic reporting. Most evidence is vendor-owned, and engine coverage claims conflict across pages.
7 usable AI responses
