Company research
Company-by-company analysis, with the research and limitations in view.
287 reviews
Wellows is a good fit for teams needing historical, prompt-level citation comparisons across AI answer platforms. Its Citation Performance History stores daily snapshots and supports date-to-date diffs, though public pricing and retention terms remain unverified.
7 usable AI responses
Ahrefs Brand Radar is a qualified fit for historical AI visibility trend tracking, offering pre-collected data back to 2025 with no cold start and competitor benchmarking inside the Ahrefs SEO suite. Its main limitation is documented ChatGPT and Perplexity mention undercounts and unclear snapshot retention guarantees.
7 usable AI responses
Peec AI is a qualified fit for historical trend tracking: daily prompt-level visibility, citation, and competitor metrics with stable prompt libraries. Its main limitation is historical depth, with no pre-signup backfill and no documented snapshot retention guarantees.
7 usable AI responses
OtterlyAI is a mixed-to-good fit for AI visibility historical trend tracking. It offers prospective prompt-level daily monitoring, citation trend charts, and competitor benchmarking, but tracking starts only when a prompt is created, with no backfill of earlier history.
7 usable AI responses
Semrush is a good fit for historical AI-visibility trends, citation movement, and competitor benchmarking, with 1M/6M/all-time views and six months of competitor history. Verify snapshot retention, platform coverage, and scan frequency before buying.
7 usable AI responses
Scrunch is a good fit for historical trend tracking of AI answers, citations, and competitor movement, with prompt-level records and cross-platform filtering. However, retention windows and snapshot immutability remain unverified.
7 usable AI responses
Profound is a good fit for month-over-month AI visibility tracking, ranking first in this study with daily prompt-level collection. It is not fully verified for archival-grade history: retention length, snapshot immutability, and pricing are not consistently documented.
7 usable AI responses
Rankscale is a good fit for tracking AI recommendation share, with caveats. It tracks answer position, Prompt Share, share of voice, citations, and competitor presence across a broad engine list, but recommendation-share methodology and cross-engine comparability are not fully documented publicly.
7 usable AI responses
AthenaHQ is a qualified but conditional fit for tracking AI recommendation share. Two of seven platforms named it during the ranking stage, at ranks 3 and 9. Buyers should validate methodology, pricing, and plan inclusions before purchase.
7 usable AI responses
SE Ranking is a good fit for buyers who need platform-by-platform AI recommendation visibility and already work inside an SEO suite.
7 usable AI responses
Writesonic AI Visibility is a good fit for tracking recommendation share through prompt-level brand visibility, share of voice, citation share, and competitor benchmarking, but no reviewed official source clearly documents an ordinal recommendation-position metric, so buyers should verify that depth in a trial.
7 usable AI responses
Ahrefs Brand Radar is a mixed fit for tracking AI recommendation share. It covers platform-by-platform AI visibility, AI Share of Voice, competitor benchmarking, and Custom Prompts, but public documentation emphasizes mentions and citations rather than ranked recommendation position.
7 usable AI responses
