Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
AthenaHQ is a good fit for companies that need cross-platform AI visibility measurement combined with citation analysis, competitor benchmarking, and prescriptive GEO/AEO recommendations. Four of seven platforms named AthenaHQ during ranking discovery — a 57% share — at an average listed rank of 4.0 and a best rank…
7 usable AI responses
Semrush is a good fit for AI-search visibility measurement, competitor benchmarking, citation and source-gap analysis, and GEO/AEO direction, especially for teams already using Semrush for SEO. It measures gaps rather than executing optimization, and per-domain, per-seat pricing escalates for multi-brand programs.
7 usable AI responses
Peec AI suits companies needing recurring measurement of brand visibility, citation sources, and competitor share of voice across AI answer engines. Its citation intelligence is strong, but it diagnoses problems without executing fixes and offers no historical backfill.
7 usable AI responses
Otterly.AI is a good fit for teams needing recurring AI visibility measurement: brand mentions, citations, competitor share of voice, and GEO audits across major AI search engines, starting at $29/month. Accuracy is directional and engine coverage varies by plan.
7 usable AI responses
Profound fits enterprise buyers who need AI visibility measurement and strategy, with multi-engine citation tracking, competitor benchmarking, and historical reporting. Pricing is quote-based and methodology is not independently verified, so confirm plan coverage and terms before signing.
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Foglift is a good fit for prompt-level monitoring of AI recommendations, cited URLs, competitor mentions, sentiment, and share of voice across five AI engines, with a publicly listed Growth plan at $129/month.
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Viali is a good fit for buyers needing multi-engine recommendation tracking, citation intelligence, source mapping, and competitor citation-gap analysis in one platform. Two of seven AI platforms named it during ranking, and verification is required before purchase.
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Citany is a good fit for companies needing prompt-level recommendation tracking, citation and source mapping, competitor benchmarking, and historical measurement at a transparent self-serve price. Two of seven platforms named Citany, with an average listed rank of 2.5.
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Dageno AI is a qualified but not unanimous fit for citation architecture and recommendation intelligence. Two of seven platforms named it in ranking, averaging rank 2.0, but fit ratings split and pricing conflicts across sources.
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Loamly fits buyers who want citation tracing and recommendation-driver analysis over cheap continuous monitoring. Loamly Intelligence traces 2,000+ citations across six AI platforms and delivers a 90-day playbook, but full-report pricing is custom and historical depth is undocumented.
7 usable AI responses
Semrush is a good but not definitive fit for AI visibility work covering citation architecture and recommendation intelligence. Three of seven included platforms named it, at an average listed rank of 5.67, with citation mapping, prompt research, and competitor benchmarking as strengths.
7 usable AI responses
Scrunch is a good fit for companies needing prompt-level AI visibility monitoring, citation and source mapping, competitor benchmarking, and historical recommendation intelligence. Its Core plan lists at $250 per month but covers only four AI platforms; broader coverage and API access require custom Enterprise pricing.
7 usable AI responses
